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Review

Comparative Analysis of Cell Design: Form Factor and Electrode Architectures in Advanced Lithium-Ion Batteries

by
Khaled Mekdour
,
Anil Kumar Madikere Raghunatha Reddy
,
Jeremy I. G. Dawkins
,
Thiago M. Guimaraes Selva
and
Karim Zaghib
*
Department of Chemical and Materials Engineering, Concordia University, 1455 De Maisonneuve Blvd. West, Montreal, QC H3G 1M8, Canada
*
Author to whom correspondence should be addressed.
Batteries 2025, 11(12), 450; https://doi.org/10.3390/batteries11120450
Submission received: 20 October 2025 / Revised: 13 November 2025 / Accepted: 4 December 2025 / Published: 9 December 2025

Abstract

This review investigates how cell form factors (cylindrical, prismatic, and pouch) and electrode architecture (jelly-roll, stacked, and blade) influence the performance, safety, and manufacturability of lithium-ion batteries (LIBs) across the main commercial chemistries LiFePO4 (LFP), Li (NiMnCo)O2 (NMC), LiNiCoAlO2 (NCA), and LiCoO2 (LCO). Literature, OEM datasheets, and teardown analyses published between 2015 and 2025 were examined to map the interdependence among geometry, electrode design, and electrochemical behavior. The comparison shows trade-offs among gravimetric and volumetric energy density, thermal runaway tolerance, cycle lifespan, and cell-to-pack integration efficiency. LFP, despite its lower nominal voltage, offers superior thermal stability and a longer cycle life, making it suitable for both prismatic and blade configurations in EVs and stationary storage applications. NMC and NCA chemistries achieve higher specific energy and power by using jelly-roll architectures that are best suited for tabless or multi-tab current collection, enhancing uniform current distribution and manufacturability. Pouch cells provide high energy-to-weight ratios and flexible packaging for compact modules, though they require precise mechanical compression. LCO remains confined to small electronics owing to safety and cost limitations. Although LFP’s safety and affordability make it dominant in cost-sensitive applications, its low voltage and energy density limit broader adoption. LiMnFePO4 (LMFP) cathodes offer a pathway to enhance voltage and energy while retaining cycle life and cost efficiency; however, their optimization across various form factors and electrode architecture remains underexplored. This study establishes an application-driven framework linking form factors and electrode design to guide the design and optimization of next-generation lithium-ion battery systems.

Graphical Abstract

1. Introduction

Economic development is experiencing rapid growth, leading to increased demand for all types of energy, particularly in the industrial sector. In contrast, the primary source of this energy is fossil fuels [1]. The transportation sector accounts for the largest share 25% of overall consumption, and fossil fuels comprise 90% of this, leading to a rise in carbon emissions [2,3]. In recognition of the trend and consideration of environmentally acceptable energy options, particularly in transportation, the latter is moving towards electrification.
Lithium-ion batteries (LIBs) provide an outstanding combination of high energy and power density [4,5]. Fierce rivalry among prominent multinational corporations such as CATL, LG Energy Solution, Samsung SDI, Panasonic, BYD, and Tesla has underscored the importance of lithium-ion technology. It is employed in portable electronics and energy storage devices, with considerable emphasis on the electric vehicle sector [6]. LIBs research began in the 1970s, their functional attributes were delineated in 1985, and they were first introduced to the consumer market in 1991, led by Sony [7,8,9]. Lithium-ion batteries (LIBs) achieved major technological breakthroughs toward the end of the twentieth century, marking a decisive advancement over earlier electrochemical system. Since then, their use has risen sharply, reaching 180 gigawatt-hours (GWh) in 2018 and increasing at an annual rate of about 25% [10]. In that same year, LIBs surpassed lead–acid batteries in overall performance and adoption [11]. By 2024, they had become the dominant technology in the market, with a 75% share in electric-vehicle applications and an energy output exceeding 823 GWh [12]. Looking ahead, global demand is forecast to grow from approximately 1970 GWh in 2025 to about 3910 GWh by 2030 [13]. The reason for employing lithium-ion battery technology is primarily its status as the most electropositive element (−3.04 V relative to the standard hydrogen electrode) and its classification as the lightest metal (Equivalent weight of 6.94 g mol−1 and specific gravity of 0.53 g cm−3) [14]. The chemical composition of cathode materials such as LFP, NMC, NCA, LCO, and LMO plays a crucial role in influencing the electrochemical efficiency, safety, lifespan, cost, and ecological impact of lithium-ion batteries [15,16,17].
The manufacturing of cost-effective cells is a crucial task in electric powertrains. Batteries for electric vehicles account for around 30~40% of the production cost, and the battery cell itself is responsible for about 60~80% of that cost [18]. The impact of various lithium-ion battery designs on manufacturing effort, time, and usage in electric vehicles, storage, laptops, and mobile phones is a common focus of research [19]. Efforts are underway to design batteries with high energy density while maintaining a low cost per kilowatt-hour (kWh). This approach involves enhancing both battery design and cell chemistry. The design phase is crucial from a sustainability perspective, as it emphasizes safety, durability, and cost-effectiveness for manufacturers, while also prioritizing non-polluting, recyclable materials [20,21,22]. As global research continues to meet demand, lithium-ion battery performance improves year after year, suggesting that the battery cell itself is becoming more efficient and will last at least 30 years, given the availability of basic components in considerable quantities and the lack of alternative solutions on the market [23]. Sodium-ion batteries are under development, but they are still not ready for EV-scale applications due to their low energy density and slow sodium-ion mobility within the cathode materials [24,25,26,27].
Over the past few years, demand for lithium-ion batteries has increased significantly, with further growth anticipated in the years to come. Across various fields, including the automotive industry, smartphones, and power tools, it has been observed that products assume different forms based on demand. Regardless of their chemical properties, the primary objective remains to achieve efficiency, reliability, safety, recycling, and sustainability. Determining the ideal geometric shape of the battery depends on its field of use, as each shape has advantages and disadvantages across several criteria, the most important of which are cost and performance [28]. In this review, we will provide a broad overview of various battery designs and their applications, considering performance, efficiency, cost, and safety systems.

2. Lithium-Ion Battery Design Format

2.1. Historical Background

The concept of electrochemical energy storage can be traced back to the first century BC, when the so-called “Baghdad Battery” was discovered in 1936 near Baghdad. This artifact, attributed to the Persian civilization, consisted of an earthenware jar containing a sheet-copper cylinder (98 × 26 mm) sealed at one end with a copper disc. The jar measured 140 mm in height and 80 mm in diameter and was registered under the numbers IM 29209-29211 [29,30,31].
By the late eighteenth century, Alessandro Volta at the University of Pavia had formally established the electrochemical cell. In 1800, Volta constructed the first true battery, the Voltaic Pile, comprising stacked pairs of zinc and copper discs separated by a saline-soaked electrolyte, which enabled continuous current generation (Figure 1) [32]. Subsequently, in 1801, William Cruickshank improved the design by arranging the electrodes horizontally to form the trough battery (7.62 × 72.39 × 6.35 cm), marking the first device suitable for mass production using zinc–copper plates immersed in a brine or dilute acid electrolyte [33,34,35].
During the first half of the nineteenth century, discoveries in electromagnetism, particularly by André-Marie Ampère (1820) and Michael Faraday (1830), accelerated the development of battery technologies [39,40,41]. John Frederick Daniell later introduced the Daniell cell in 1836, employing zinc and copper electrodes in their sulfate solutions to produce a stable 1.1 V output. Owing to its improved stability and low corrosion, this cell became widely used in telegraph and early telephone systems [42,43,44,45].
In 1866, Georges-Lionel Leclanché advanced the field by creating the Leclanché cell, which utilized a zinc anode and a manganese dioxide-carbon cathode in an ammonium chloride electrolyte, laying the foundation for dry-cell designs [46,47]. Nearly a century later, LiFePO4 was first identified by Destenay (1950) as part of the olivine-structured lithium orthophosphate series (triphylite-lithiophilite) containing divalent Fe and Mn [48].
Modern lithium-ion battery (LIB) development began in the late 1970s, when a global research effort led to the creation of rechargeable lithium systems [49]. Stanley Whittingham pioneered the use of titanium disulfide and lithium metal electrodes, demonstrating high energy density but raising safety concerns due to lithium reactivity [50,51,52]. In 1981, John B. Goodenough introduced lithium cobalt oxide (LCO) as a stable, high-voltage cathode material, significantly improving energy capacity [53]. Later, in 1986, Akira Yoshino replaced metallic lithium with a carbonaceous anode, achieving enhanced safety and stability, and producing the first actual lithium-ion prototype [54,55]. The technology reached commercialization in 1991, when Sony released the first practical lithium-ion battery, featuring a carbon anode, an energy density roughly three times that of nickel-cadmium cells, water resistance, and a lifetime exceeding 1000 cycles [56,57]. Sony’s lithium-ion battery chemistry featured an LCO cathode, a carbon anode, and an organic electrolyte composed of LiPF6 dissolved in a diethyl carbonate/propylene carbonate (DEC/PC) blend. These are examples Sony produced at that time (shown in Table 1) and also display the weight distribution of US-61 cell components in a pie chart [58].
In 1997, Dr. John B. Goodenough and his team at the University of Texas at Austin discovered Olivine as a cathode material for lithium rechargeable batteries [48,59,60]. The same year, LMO was commercialized by Moli Energy (Canada) [61]. In contrast, NMC technology has held a significant share of the battery market since its discovery in 2001 by four research teams. Argonne National Laboratory in the USA is a group led by Michael M. Thackeray [62], Brett Amundsen et al., [63], Jeff Dahn [64], and Tsutomu Ohzuku [65]. This technology made the NMC cathode dominant due to its high voltage, which ranges between 3.6 and 3.7 V [17]. The US Patent was filed by Argonne National Laboratory in the name of Michael M. Thackeray and his team, and it was issued on 13 January 2004 [62]. These inventions triggered a significant shift in the fields of chemistry and electricity, prompting consideration of abandoning fossil fuels, the primary energy source.
Lithium iron phosphate (LFP) cathode material became available for sale in 2006 when A123 Systems in the USA introduced Nanophosphate®, particularly in the cylindrical 26650 size for use in power tools and electric vehicles [66], whereas Lithium nickel manganese cobalt oxide (NMC, LiNi1/3Mn1/3Co1/3O2) saw notable commercialization in 2011, when LG Chem from South Korea supplied NMC-based cylindrical and pouch cells for General Motors’ Chevy Volt electric vehicle [67,68,69].
Table 1. Sony Specification for US-61 Series Cells and Sony Data for the 20500 Cell.
Table 1. Sony Specification for US-61 Series Cells and Sony Data for the 20500 Cell.
Type of BatteriesUS-61 (AA)
14500
US-61
16530
US-61
20420
US-61
20500
Ref. [70]Batteries 11 00450 i001Batteries 11 00450 i002Batteries 11 00450 i003Batteries 11 00450 i004
CathodeLiCoO2
ElectrolyteLiPF6
AnodeCarbon microspheres (Graphite)
Specific Energy78 Wh kg−1
Nominal Capacity (mAh)4006408601080
Energy Capacity (Wh)1.442.303.093.89
Nominal Voltage (V)3.63.63.63.6
Gravimetric Energy Density (Wh kg−1)78839899
Volumetric Energy Density (Wh L−1)192204223236
Cycle Life (100% DOD)1200120012001200
Operating temperature For Charging (°C)0~450~450~450~45
Operating temperature For Discharging (°C)−20~60−20~60−20~60−20~60
Accumulated Dis. Energy Per Volume/weight199 KWh L−1
81 KWh Kg−1
212 KWh L−1
86 KWh Kg−1
231 KWh L−1
102 KWh Kg−1
245 KWh L−1
103 KWh Kg−1
Diameter (mm)14162020
Height (mm)50534250
Volume (cm3)7.511.313.916.5
Mass (g)18282839
Sony Lithium-ion US-61 Weight BreakdownBatteries 11 00450 i005

2.2. Types, Structure, and Performance

Battery storage devices consist of electrochemical cells that convert chemical potential to electrical potential during discharge and reverse the process during charging. LIBs have a structured anode (made of graphitic carbon) and a cathode (lithium metal oxide), a separator, and an electrolyte solution (consisting of lithium salts dissolved in inorganic carbonates) [71]. The cathode can be layered, spinel, or olivine structured. By altering the cathode materials in Li-ion batteries, we can further enhance their energy density and efficiency. Batteries are rated by their energy and power capacities [72]. For most battery types, the power and energy capacities are not independent and are specified at the design. Each design offers specific advantages in terms of efficiency, lifespan, operating temperature, self-discharge, and energy density [73].
Lithium nickel cobalt manganese oxide (LiNiMnCoO2), also known as NMC batteries, among the lithium-ion batteries (LIBs) currently employed in electric vehicles [74], receive excellent evaluations due to their high energy density, exceptional thermal stability, high theoretical capacity (275 mAh g−1), and extended cycle life [75]. Besides the exceptional performance and notable specific energy, which make them an ideal choice for automobile batteries.
NMC cathodes are highly relevant in energy storage technology [76]. However, despite all the latest advances in NMC battery technologies, the vision remains focused on developing lower-cost, environmentally friendly technology and improving the durability of the materials used to manufacture these batteries. As the demand for these batteries grows, concerns arise because the reserves of these raw materials are small [77]. Environmental pollution regulations must be considered due to toxins such as Co and Ni in NMC, which can leak during production and recycling, potentially causing various respiratory ailments [78].
Lithium nickel cobalt aluminum oxide (LiNixCoyAlzO2 with x ≥ 0.8), known as NCA, is called nickel-rich, where x + y + z = 1 [79]. NCA batteries offer elevated energy density due to their high voltage and exceptional fast charging capabilities. However, its materials, such as cobalt, are expensive, being significantly more costly than nickel [80]. Moreover, a higher nickel content corresponds to an increase in voltage and the overall capacity the battery can accommodate [81]. The two materials, NCA and NMC, exhibited similar structures and electrochemical characteristics, suggesting comparable performance, particularly in terms of their higher energy and performance metrics [82]. In addition, the presence of aluminum ions in NCA enhances stability and safety while concurrently reducing capacity, as they are less involved in oxidation and reduction processes [83]. Another challenge to this technology is thermal runaway at 180 °C [84,85].
LFP has received extensive research and application interest as a model ionic material with olivine structure and excellent theoretical specific capacity (170 mAh g−1) [86], because of its obvious advantages in terms of the use of raw materials in its manufacture, its cost, light weight, and long service life [87]. All those advantages put LFP as the first choice compared to NMC [88], NCA (LiNiCoAlO2) [89], Lithium Cobalt Oxide (LiCoO2), known as LCO [90], and Lithium Manganese Oxide (LiMn2O4), known as LMO [91]. The olivine structure of LiFePO4 (LFP) is hexagonally close packed with oxygen, in which the octahedra share both edges and faces, while the arrangement of cations in LFP differs significantly between layered and spinel structures, such as LCO and LMO [92]. Despite its advantages, such as low cost, low toxicity, greater thermal stability, large specific capacity, ability to hold long voltage plateaus, and structural stability during Li intercalation/deintercalation. LFP suffers from two critical shortcomings: low conductivity (~10−9 S cm−1) and low lithium-ion diffusion capability (~10−14 cm2 S−1) [93]. These drawbacks arise from the absence of a continuous network of FeO6 edge-shared octahedra which negatively affected its chemical performance and poor conductivity. To overcome these limitations, several strategies have been proposed to improve conductivity and specific capacity, such as carbon coating [48,94], Furthermore, doping with bivalent cations such as Ni, Co, or Mg into LFP can boost its rate performance by increasing the Li+ ionic mobility and diffusion coefficient [95].
LiCoO2 (LCO) batteries were designed to include a high-potential cathode, a low-potential anode, and an electrolyte with a sufficiently wide potential window for successful ion transport [96]. LIBs manufactured by Sony Corporation utilized a graphite anode with a specific capacity of 372 mAh g−1, combined with a LCO cathode, which has a specific capacity of 137 mAh g−1 [97], The electrolyte is comprised by LiPF6 salt in an EC (Ethylene Carbonate): DEC (Diethyl Carbonate)/DMC(Dimethyl Carbonate) solvent, achieving a working voltage of around 3.0 V, due to its high theoretical density (5.1 g cm−3) and high theoretical capacity (274 mAh g−1) [98,99]. LCO is one of the most promising cathode materials in LIBs and has been accessible for over twenty years; however, it still raises safety concerns due to the inclusion of combustible organic solvents, and its applications remain restricted [100]. LCO has a significantly higher energy density than its size, enabling greater energy storage in a compact, slender device such as an iPod [101]. Additionally, it is available in ultra-thin configurations that complement the sleek look of gadgets and ensure a stable voltage during discharge [102], making it optimal for audio equipment that requires consistent power to produce sound. The energy density of LCO is 740 Wh kg−1 at 4.45 V and increases to 840 Wh kg−1 at 4.55 V, which is comparable with Li-rich cathodes [103]. Given that the compressed density of LCO is significantly higher than that of Li-rich cathodes, LCO-based batteries made from lithium exhibit a markedly higher volumetric energy density, an important attribute for power sources in portable devices [104].
LMO batteries provide an average operating voltage of 4.0 V relative to Li/Li+, due to the Mn3+/Mn4+ redox couple, with a theoretical gravimetric capacity and energy density of 148 mAh g−1, and superior thermal stability compared to LCO or NCA [17,105,106,107,108]. However, the presence of Mn3+ ions leads to a Jahn–Teller distortion of the MnO6 octahedra, resulting in local lattice strain and progressive structural degradation [109]. Moreover, Mn dissolution into the electrolyte during cycling significantly contributes to capacity fading and limits the long-term stability of LMO-based cells [110,111,112,113].
The gravimetric capacity of LMO batteries is approximately 130 mAh g−1 at low current rates [97,98]. Efforts have been made to enhance the battery’s cathode by adding other materials, such as Ni, to form a doped spinel. This doped spinel battery theoretically offers a gravimetric capacity of 161 mAh g−1, but it faces constraints related to thermal stability and recyclability [114,115]. This was a sufficient reason for its limited adoption in electric vehicles.
Solid-state electrolytes (SSEs) and highly nickel-layered cathodes are increasingly acknowledged as synergistic facilitators of next-generation lithium-ion batteries. SSEs, encompassing sulfide, oxide, polymer, and halide systems, yield non-flammable, mechanically resilient ionic conductivity with room-temperature conductivities ranging from 10−3 to 10−2 S cm−1, thereby enhancing safety and compatibility with lithium-metal anodes [116]. Their mechanical stability enables elevated cathode threshold voltages and facilitates practical energy densities anticipated to surpass 400 Wh kg−1, in addition to enhanced fast-charging capacity [117]. SSE-based architectures can enhance sustainability by minimizing cooling and safety hardware requirements, while facilitating greater lifetime energy throughput through extended cycle lifespans and increased recycling of inorganic electrolyte chemistries [118]. In parallel, high-nickel NMC/NCA cathodes (≥80% Ni) offer higher specific capacity (>200 mAh g−1) and higher operating voltages, positioning them as crucial components in the development of long-range electric vehicle designs [119]. The reduced cobalt content enhances material sustainability; however, surface reconstruction and microcracking require sophisticated stabilization methods, such as coatings, doping, and single-crystal architectures [120,121]. Recent investigations are delving into the combination of Ni-rich cathodes with sulfide or halide solid-state electrolytes, focusing on how engineered interphases and protective coatings can effectively mitigate degradation and facilitate high-voltage operation (4.3–4.4 V). The integrated materials approach is evident in industrial roadmaps, as leading automakers are set to develop solid-state EV platforms featuring high-energy Ni-rich cathodes by 2027–2028 [122,123].
Currently, the operating voltage and energy density of lithium-ion batteries indicate that LCO, NMC, and NCA batteries provide extended mileage for electric vehicles (EVs) on a single charge, attributed to their superior energy density (shown in Table 2). In contrast, LFP batteries have a lower energy density, which requires electric cars to use more battery cells to meet energy demands, consequently increasing vehicle weight [85]. On the other hand, NMC, LCO, and NCA cells suffer from the problem of thermal runaway (TR), which is a major obstacle in wide applications (EVs, Energy storage), requiring the development of protocols and strategies to prevent TR, such as (cooling-heating) systems, and thus return to the starting point [124,125].

3. Cell Design Technologies

Since the beginning of battery development, this phase has aligned with their practical applications in everyday life, leading to a variety of specific cell designs. Battery manufacturers are currently exploring several cell and battery design concepts. Extensive prior research indicates that the precise design of the battery does not substantially influence the cost of a particular cell chemistry system; rather, the quantity of electrode materials and the number, capacity, and dimensions of the cells are the main determinants of pricing [142]. Cylindrical wound cells are the predominant design for batteries in large-scale production and are considered the first commercial battery in history, manufactured by Sony. We previously discussed the introduction of the first series of cells, the US-61 series, to the market (Table 1), along with the 18650. Initially, mobile phones and handheld video cameras used it. Then, the prismatic [9,143], and the blade cells [144] emerged by 2020.
Understanding how different battery designs work and perform gives us important insights into battery systems [145]. The key difference between cell types lies in how the cell casing is made and how the cathode, anode, and separators are arranged. Individual cell design can take various forms. This flexibility enhances the applicability of Li-ion batteries, enabling them to be tailored to multiple form factors to meet specific requirements [146]. Prismatic and cylindrical cells are the construction of the cell casing, which is encased in a rigid case, generally made from aluminum or stainless steel (shown in Figure 2).
Pouch cells are encapsulated in multilayer aluminum composite foils. Cylindrical cells consist of electrode webs wound with separators to form a jelly roll structure, while prismatic cells use either flat jelly rolls or stacked electrodes. In contrast, pouch cells rely exclusively on a stacked configuration (Table 3) [146,147]. Regardless of cell shape, the manufacturing process can be divided into three main stages: the initial stage involves electrode production, followed by cell assembly. These two stages encompass all cell types, with the sole distinction being the techniques employed for formation and finishing, which constitute the final stage of production [148].
Determining the optimal battery configuration for a given application is crucial to any project. The manufacturer’s selection of a specific shape is intricately linked to the system’s corresponding advantages and shortcomings and is informed by factors such as cost and performance. However, their motivations are often veiled behind commercial secrecy. This strategy is advantageous from a commercial standpoint. However, it results in fragmented information about batteries in literature. This field of study aims to assess the electrochemical and mechanical performance of each geometry and its scope of use.
The cell assembly stage is the most critical phase of battery manufacture, following validation of its electrochemical efficiency. Mechanical engineering is incorporated into the design phase through assembly methodologies. Winding for cylindrical and prismatic cells (Figure 3a,d) and stacking for pouch cells (Figure 3b,c) are essential components of the cell assembly process for lithium batteries [154]. Although the winding method is well-established, cost-effective, and boasts a high yield rate, it requires a longer development time [155,156]. In addition, the stacking battery differs from the winding in that it is a manufacturing procedure involving pole pieces and separators [157]. When it comes to improving electric vehicles, the contrast between stacking batteries and winding shows that stacking batteries has become more popular (as shown in Figure 3) [158]. This is because it offers several benefits, including the ability to handle high volumes, stability, low internal resistance, and long-lasting performance.

3.1. Cylindrical Cells Format

Based on the 18650-type cylindrical batteries marketed, LIBs have steadily improved in energy density since their initial use in the early 1990s [159]. This type of rechargeable battery is among the most widely used [160]. The cylindrical form was first designed for consumer electronics, but its remarkable scalability, strong mechanical stability, and efficient production made it ideal for industrial applications, ESS, and EVs. The fundamental design of a cylindrical cell consists of a metal container (typically stainless steel or aluminum) that encloses a jelly roll, a spirally coiled assembly that includes the cathode, anode, and separator layers [150]. The electrodes are double-sided coated on current collectors [161], commonly aluminum foil for the cathode and copper foil for the anode and are then woven together using a microporous polymer separator designed to prevent internal short circuits [107,161,162].
The entire assembly is placed into a cylindrical shell and filled with a liquid electrolyte, typically a lithium salt such as LiPF6 dissolved in organic solvents, including ethylene carbonate (EC) and dimethyl carbonate (DMC) [163]. The jelly-roll design optimizes the surface area available for electrochemical processes within a given cell volume, thereby enhancing energy density and power density [164]. The spiral symmetry facilitates uniform current distribution and effective heat dissipation during rapid charge and discharge cycles. The implementation of double-sided coating on aluminum foil for cathodes and copper foil for anodes represents a pivotal design approach in the manufacturing of lithium-ion cells. This strategy markedly boosts energy density, reduces the weight of current collectors, enhances mechanical strength during jelly-roll winding compared to single-sided designs, improves thermal dissipation, and supports cost-effective, high-throughput production [161,165].
Due to their ease of manufacturing and low cost, cylindrical L-ion cells have gained tremendous popularity, particularly in the automotive industry. The 18650 cell (D = 18 mm; L = 65 mm) was a key component in early EVs, with a typical capacity around 3 Ah [166]. Then, the NCA-21700 (D = 21 mm; L = 70 mm) lithium-ion cell was first introduced by Tesla and Panasonic in 2017 [167]. Used in the Tesla Model 3, the 21700 provides ~46% more volume than the 18650, enabling higher capacity 4000~5000 mAh, greater energy density, and improved safety [168,169]. Three years later (22 September 2020), Tesla introduced the first NMC811-4680 battery (D = 46 mm; L = 80 mm) [147], 5.5-fold the size of its predecessor (Shown in Figure 4). The 46120 designation indicates a diameter of 46 mm and a height of 120 mm, resulting in greater energy output per cell relative to shorter designs [170]. BYD is among the initial makers of the 46120 formats, having launched the FC46120P LiFePO4 cell with a nominal capacity of approximately 24–25 Ah and a nominal voltage of 3.2 V [171,172]. Following the announcement by the Fraunhofer Institute for Systems and Innovation Research, it is expected to save up to 20% of manufacturing costs by increasing the cell height from 4680 to 46120 through the adoption of LFP chemistry [173].
Mass production began in early 2022, primarily at the Tesla Kato Road facility in California and at Giga Texas [174]. This expansion contributed to Tesla achieving the highest Model Y sales in 2022 [175]. The larger batteries enable assembly with fewer cells, reducing costs.
The energy density calculations for 21700 and 4680 cells are based on commercialized cell designs and on data published by OEMs on their proposed first-generation tabless cylindrical cells [176]. The 4680 designs, published by Tesla, feature an energy density comparable to that of existing 21700-type cells [177,178]. As is the case with the BMW Group, they have recently started production of a model (Neue Klasse, 6th Generation) use 46 mm diameter cylindrical cells in two heights: 95 mm and 120 mm (“4695” and “46120” formats), which have an energy density ~20% higher than that of the 5th generation prismatic cells [179,180]. One of the most significant improvements of this generation is fast charging capability, which is ~30% more efficient than its predecessor [181]. BMW has announced plans to integrate lithium-iron-phosphate (LFP) chemistry into its 4680 cells; a move aimed at enabling the production of more affordable EVs [182]. By adopting LFP, BMW can reduce its reliance on essential raw materials such as cobalt and nickel, thereby improving its environmental impact while ensuring ethical sourcing for its battery manufacturing processes [183]. In response to the expected demand for these advanced cells, BMW has proactively established supply partnerships with two prominent battery manufacturers, CATL and EVE Energy [184].
To enhance our understanding of cylindrical cell design characteristics, Table 4 presents an analysis of 25 cells across the most widely used formats over the past decade. The selection includes 18500, 18650, 20700, 21700, 26700, 4680, and 46120 cells from eight established manufacturers (Panasonic, LG, Molicel, Samsung SDI, Tesla, BYD, A123 Systems, and Sony). We collected data for each cell and studied its field of use using the Batemo Cell Explorer and the manufacturer’s data sheets [185,186,187,188,189,190].
Cylindrical LIBs are available in 18650, 21700, and 4680 sizes, making them suitable for a range of electronic devices and EVs [191]. Their sturdy metal shell and symmetrical shape make them stable against temperature fluctuations and effective at dissipating heat [192]. They offer a long cycle life, stable electrochemical performance, and are simple to handle and integrate into modular pack designs [193,194,195]. The disparities in energy density found in commercial 18650 lithium-ion cells from manufacturers such as Panasonic, LG Chem, Samsung, and Sony (Murata) can be attributed to several interrelated factors, including differences in the cathode chemistry, improvements in electrode engineering, and in electrolyte composition, innovations in internal cell design, and distinct methodologies employed by each manufacturer. Panasonic’s NCR series, utilizing high-nickel NCA chemistry, consistently achieves remarkable gravimetric energy densities of 271 Wh kg−1, with volumetric densities exceeding 755 Wh L−1 (Table 3; NCR2170-M cells). This renders them especially appropriate for rigorous applications, including electric vehicles and power equipment. LG Chem’s NMC-based cells, including the MJ1 and M50LT, have similar energy density (up to 263 Wh kg−1), though they exhibit slightly lower peak power efficiency. Samsung SDI’s INR21700-50S excels in the power sector, achieving peak power densities of up to 4088 Wh L−1 due to its enhanced internal resistance and electrolyte composition. Meanwhile, Sony’s US21700-VTC6A records one of the highest peak power densities noted (1450 Wh kg−1; 4259 Wh L−1), establishing it as a standard for high-rate discharge applications [196].
Variations in composition affect lithium intercalation capacity, the operating voltage range, and thermal stability, each of which directly affects energy output. Furthermore, variations in electrode design among companies lead to differences in energy density. By optimizing electrode thickness and porosity, it is possible to achieve higher energy storage [197]. However, thicker electrodes must maintain a careful balance between conducting ions and mechanical integrity. Molicel’s INR-21700-M65A/P60B is a high-performance hybrid that combines outstanding energy density with continuous power capability, making it ideal for demanding applications that require both capacity and current. The Molicel INR-21700-M65A is optimized for high energy density and extended runtime under moderate loads, whereas the INR-21700-P60B prioritizes high-current, high-power performance at the expense of a slight reduction in energy density for demanding applications [188,189,190]. In contrast, Tesla’s 4680 cell, although it has a lower gravimetric energy density of approximately 233 Wh kg−1, prioritizes scalability, thermal efficiency, and manufacturability in its large-format cylindrical design [177]. A123’s NCA-based 26700 cell is designed for high-voltage pulse applications, reaching exceptionally high peak volumetric power (up to 14,660 Wh L−1) while maintaining a modest energy density of approximately 143 Wh kg−1 (see Table 4; 26700 NCA GL).
NMC and NCA cells dominate the market [181], despite the multiplicity of companies operating in this field; for example, 18650 cells have gained wide application due to their small size and excellent chemical and mechanical properties. In comparison, 21700 and 4680 cells accounted for the largest share in the field of electric car manufacturing [198]. The size and shape of a battery for an electric vehicle are crucial factors that impact on the energy capacity of the cells, the range of applications, and the overall cost.
The 4680 cylindrical cells have varied dimensions across manufacturers. Tesla uses NMC cells, whereas BYD uses LFP cells of the exact dimensions. Manufacturers rely on the strength of each cell, particularly its chemical properties. As previously noted, NMC cells exhibit greater capacity and energy density compared to LFP cells. However, when evaluating the reliability, longevity, and affordability of LFP cells, the situation presents a different perspective. Aside from the challenges of energy loss when charging and discharging, LFP cells possess a significant advantage over NMC cells. Tesla’s use of a tabless design has reduced the manufacturing costs of NMC cells; however, these prices remain relatively high compared to BYD’s LFP batteries. Tesla’s tabless design still enhances charging performance by reducing polarization and ohmic heating compared to earlier 18650 and 21700 cell designs (shown in Figure 5). It also improves cell uniformity, thereby facilitating format and the independent scaling of fast-charging performance when using tab-cooling topology [177]. The electrode wafers are laser-cut and directly connected around the perimeter of the jelly-roll, with the entire wafer acting as a continuous tab, thereby reducing the length of the electrical path (Figure 6a–c). This design offers several advantages, including lower internal resistance and more direct and uniform current flow, resulting in less ohmic heating. It also enables higher continuous power and improved thermal management consistency, allowing for faster charging and discharging, as well as simplified manufacturing, resulting in increased production at lower costs [170,199].
The FC46120P batteries deliver significantly more power, up to 10 times that of standard 21700 cells. They also offer superior manufacturing efficiency, lower production costs, better thermal dissipation, and faster charging rates. It also significantly improves cycle life performance and energy density. Additionally, employing a full-tab (non-polar tab) design reduces the electron’s path within the cell, resulting in lower internal resistance and improved charging and discharging performance [200]. The LFP sector is anticipated to see the most rapid expansion throughout the forecast period owing to its cost-effectiveness, extended cycle life, and intrinsic safety features [87,201,202].
The differences we observe indicate that deliberate choices are being made. For instance, high-energy cells prioritize larger electrodes and high-nickel chemistry to enhance capacity. Increasing capacity is the primary goal of high-energy cells, which prioritize larger electrodes and high-nickel chemistry. In contrast, high-power cells improve stability at high temperatures by reducing internal resistance. Thanks to this, they can charge rapidly and manage high loads with ease. There is no universally optimal cell design; instead, selection must be based on the intended function. Products are manufactured to meet the demands of several sectors, including EVs, electronic gadgets, the aerospace sector, and stationary storage systems.

3.2. Prismatic Cells Format

Prismatic lithium-ion batteries (LIBs) have been recognized as highly effective energy sources for electromobility applications, primarily because of their efficient use of space. They are characterized by their flat shape and are contained in durable stainless steel or aluminum casings; their electrodes are stacked or flat-coiled [162,203], unlike jelly roll-shaped cylindrical cells [164,204]. This design enables enhanced packaging flexibility and a more efficient utilization of space within battery modules.
Prismatic cells optimize volumetric energy density through a compact rectangular design that minimizes void space. Prismatic cells utilize approximately 90% of their box volume, in contrast to cylindrical cells, which lose around 21.5% of their bounding volume (shown in Figure 7). This efficiency makes prismatic cells especially suitable for situations where saving space and weight is essential, such as in electric vehicles (EVs) and energy storage systems (ESS) [205]. This technology delicately balances energy density, thermal resistance, and long-term cyclability, enabling more compact and structurally integrated battery pack designs that meet the evolving needs of high-performance, space-saving, and sustainability-focused energy systems. However, it may incur higher manufacturing costs, exhibit lower thermal management efficiency, and have a shorter lifespan compared to the cylindrical design [206].
The manufacturing stages of prismatic cells follow the same pattern as cylindrical cells in preparing the active material mixture. Regardless of the type of active material, the coating of this mixture occurs on both cathodes and anodes, under different coating conditions (as shown in Figure 8a–d), thereby maximizing the surface area of the electrodes. During the stacking phase, layers of anode, separator, and cathode are organized using either Z-folding or flat-stacking to form the cell’s core. The electrode stack is then affixed to current collectors using ultrasonic or laser welding, establishing electrical connectivity with the cell terminals [207].
The cell housing material includes a tri-layer structure: an outer layer made of polyethylene terephthalate (PET) for enhanced strength, an intermediate layer of 0.1~0.2 mm aluminum that provides stiffness and acts as a barrier against moisture and solvent vapors, and an inside layer constructed from polypropylene (PP) that is engineered for sealing via heating [208,209].
The designation “prismatic cell” is intimately linked to CATL (Contemporary Amperex Technology Co., Limited, China), the largest global producer of batteries for electric cars and energy storage, with a worldwide market share of 37.9% in 2024, followed by BYD with 17.2%, according to data published by the South Korean market research company SNE Research [210]. In contrast to cylindrical battery designs, which predominantly utilize NMC, prismatic cells primarily employ LFP as their cathode material. While the energy density of LFP is approximately 43% lower than that of NMC, several critical factors determine cell chemistry. LFP technologies are noted for their low manufacturing costs [211,212], reliability, long life cycle [87,201,202,213], and the absence of toxic metals like nickel and cobalt [214], as well as their safety across various applications [215].
For the past ten years, cylindrical lithium-ion batteries have been the most popular type. This is mostly because Ni-rich NMC and NCA chemistries have a high specific energy (Table 3). However, their cycle life is primarily determined by mechanical and thermal design parameters, rather than chemistry alone. LiFePO4 (LFP) cathodes exhibit excellent intrinsic structural stability and thermal robustness; however, well-engineered NMC cells featuring optimized pressure distribution, multi-tab or tabless current collection, and surface-stabilized electrodes have demonstrated comparable or even superior durability. Thus, the frequently reported longevity advantage of LFP in the literature primarily reflects its resilience under less-optimized cell configurations rather than an inherent electrochemical superiority over NMC-based systems.
Prismatic cells offer enhanced volumetric packaging and CTP utilization, characterized by reduced interconnects, resulting in lower resistance and cost [152,216]. Their broad, flat faces facilitate uniform and efficient cooling, while rigid can ensure effective control of stack pressure and swelling [217]. Additionally, flexible tab and size options simplify structural integration and servicing [218]. The established LFP supply chain contributes to the development of denser, cooler, less complicated, and more robust packs. It is widely used in EVs, electric bicycles, energy storage, ships, and drones, and has been adopted in various large-scale designs, the latest of which are blade cells manufactured by BYD [199]. The latter led the scope of car electrification to a different path, shifting from the cell to the model and then to the chassis; currently, the cell is used directly in the chassis [219]. Thanks to this design, the space has achieved an estimated 20% improvement in energy efficiency and structural integration in electric vehicles (EVs) compared to previous designs [220]. All the technical specifications of various LFP prismatic cells are shown in Table 5.
The table above presents a comparative analysis of five unique LFP-based prismatic cells, including the blade cell. These cells are designed to meet specific performance standards while balancing trade-offs in energy density, lifespan, power capacity, and intended use. The product categories illustrate the versatility of LFP chemistry in meeting diverse industrial and automotive requirements. The characteristics encompass elevated energy density, extended service life, substantial power, and significant energy at the pack level. The high-energy-density (228 Ah) and long-service-life (228 Ah) cells <commercial names> have comparable dimensions and weight (~4.2 kg), yet their performance characteristics reveal slight variations. The high-energy-density version offers 178 Wh kg−1, focusing on optimizing storage capacity per unit mass, making it ideal for long-range electric vehicles where extending runtime is crucial. The long-service-life variant, while slightly reducing energy density to 176 Wh kg−1, achieves an impressive 15,000-cycle lifespan. Recent improvements in polymer gel electrolytes (GPEs) generated by quasi-solid-state systems, such as Pyr13FSI/LiFSI in PVDF-HFP, have contributed to notable enhancements in electrochemical performance, which is estimated at 80% retention of capacity after 2000 cycles at a current of 1C, marking a significant leap compared to the typical 500–1000 cycle range of standard LFP cells [223]. These improvements reduce polymer crystallization, minimize leakage and swelling, and facilitate the creation of stable solid-electrolyte interphases (SEI). In addition, they minimize impedance growth, substantially prolong cycle life, enhance the stability of the electrode interface, and increase ionic conductivity in the electrolyte (~3.3 mS cm−1), thereby incorporating the natural mechanical properties of solid materials [224]. The high-powered 119 Ah cell (2.37 kg) is engineered for fast-charge applications, such as BEVs and PHEVs, boasting an estimated energy density of 161 Wh kg−1 and the capacity to provide 2 C discharge at −10 °C. It also achieves an 80% fast charge in merely 15 min, ensuring dependable performance for flexible driving cycles. The 28 Ah High Power cell, despite its smaller size (0.73 kg), enables even higher rate charging at 6 C/10 C, achieving an energy density of 123 Wh kg−1. It is designed explicitly for HEVs, PHEVs, and power tools, where dimensions and power response take precedence over sheer capacity. A unique methodology is evident in the Blade cell (202 Ah), tailored for enhanced energy performance at the pack level. Instead of focusing solely on improving the gravimetric energy density of individual cells (reported at 166 Wh kg−1) [224], it uses CTP (cell-to-pack) integration, eliminating the need for conventional modules (shown in Figure 9) [225,226].
Long, thin blade-style prismatic cells serve as rigid, pack-spanning structural elements with large flat cooling surfaces and side terminals [227]. This design enables direct bolting into the pack, providing uniform compression, reducing interconnects, and thereby enhancing energy density at the system level, lowering costs, and improving thermal consistency, facilitating proper cell-to-pack integration. In contrast, many smaller prismatic cells require modules for handling, busbars, and load or cooling management, which undermines the cell-to-pack approach [217,228,229]. These cells are designed to withstand crushing, piercing, and warming without failure, making them particularly suitable for BEVs that require structural batteries and improved security [219,230]. While all products employ LFP chemistry, their design priorities differ significantly: energy cells aim to optimize Wh kg−1 for range; long-life cells focus on maximizing cycle count for stationary storage; power cells emphasize current management and thermal resilience; and CTP-integrated cells work to improve pack-level performance and mechanical durability. The tailored strategies demonstrate the exactness with which prismatic LFP cells can be engineered to meet the needs for different markets, from utility-scale storage to cutting-edge electric vehicles [215,231].
Structural optimization involves refining the physical and geometrical configuration of cell components, including electrode architecture, current-collector layout, tab placement, separator thickness, and overall cell format (cylindrical, prismatic [including blade], or pouch), to simultaneously enhance thermal performance and energy density. Optimized cell geometry and current pathways (e.g., tabless or multi-tab designs) minimize localized Joule heating and improve temperature uniformity, thereby reducing degradation and enabling stable operation at higher C-rates. In large-format cells such as Blade or 4680, the use of thinner foils, increased surface-area-to-volume ratios, and integrated cooling channels further promotes efficient heat dissipation and thermal homogeneity [218,232,233,234].
At the electrochemical level, a uniform coating thickness, controlled porosity, and shorter transport distances lower internal resistance and, consequently, decrease heat generation (Q = I2·R) [96,161,235]. Structural refinement also enhances the packing efficiency of active materials, thereby reducing inactive mass (including current collectors, casing, and separators) and improving both gravimetric and volumetric energy density [151,160,198]. Moreover, an optimized mechanical design mitigates electrode stress, cracking, and gas evolution, thereby maintaining electrical contact and extending cycle life [164,204,236]. The integration of cooling plates or thermal interface materials at the module or pack level enhances heat removal without compromising overall energy density, achieving a balanced relationship between safety, performance, and compactness [217,237,238,239].
Many electric vehicle manufacturers, including BYD, BMW, and Volkswagen, opt for the prismatic battery design due to its higher power density, which results from its compact packaging and ability to withstand significant mechanical stress from its casing [61]. However, a prismatic battery cell can experience considerable stress at the corners during bending due to its packaging method [208]. The thermal management of the EV battery pack, including prismatic cells, is more complex than that of cylindrical and pouch cells [240]. This complexity arises from the lower surface-to-volume ratio and anisotropic thermal pathways, which result in significant internal temperature gradients [217]. These factors require dual-sided or patterned cold plates with precisely controlled contact resistances and stack compression [232,241,242,243]. Additionally, their generally elevated per-cell capacity (resulting in increased heat generation per cell and heightened propagation risks) and strict ΔT constraints to prevent accelerated aging render pack-level thermal management intricate more [244]. Air and liquid cooling methods have shown significant improvements in thermal regulation and energy efficiency [217]. The hybrid battery thermal management system (BTMS) with liquid cooling and phase change material (PCM) systems has reduced the temperature by 30% and improved temperature uniformity by 13.92% [237]. Based on this data, CATL launched the Qilin battery in 2023 with a record-breaking volume utilization efficiency of 72% and an energy density of up to 255 Wh kg−1 for NMC and 160 Wh kg−1 for LFP [245]. The Qilin (CTP 3.0) battery utilizes a multi-functional sandwich structure with an elastic interlayer, replacing conventional liquid-cooling plates and thermal pads. This design integrates micron-scale bridges to accommodate internal cell deformation, thereby improving mechanical integrity and reliability throughout the battery’s lifespan. Based on advanced heat transfer principles, the architecture enhances thermal management by quadrupling the effective heat dissipation area compared to bottom-cooled systems. The resulting broad-surface cooling technology shortens thermal regulation time by approximately 50%, enabling a 5-min hot start and 10-min rapid charging (from 10% to 80% state of charge) [246].
Recent investigations into prismatic lithium-ion cells with NMC cathodes, using non-destructive X-ray computed tomography, have revealed that structural degradation mechanisms, such as electrode breakdown and electrolyte redistribution, play a crucial role in capacity fade [203]. Hence, its use is limited compared to LFP cells in EVs and ESS. In contrast to that, recent research on NMC-based prismatic lithium-ion cells suggests that optimized mechanical pre-compression effectively reduces direct current internal resistance (DCIR), thereby decreasing Joule heating ([Q = I2·Rt], where Q = heat in joules (J); I = current in amperes (A); R = the resistance measured in ohms (Ω); t = the time duration of the current flow calculated in seconds), and enhancing electro-chemo-mechanical interactions within the cell structure [247,248]. This enhancement results in notable increases in cycle life and safety. Focused studies on calendar-aged prismatic NMC cells have shown that implementing controlled external mechanical constraints can significantly reduce aging-related degradation and performance decline during repeated cycling [249]. This highlights the essential importance of mechanical integrity in prismatic lithium-ion batteries, indicating that applying structural compression techniques offers a practical method to enhance their operational lifespan, thermal stability, and overall electrochemical performance.
LFP cells have demonstrated superior thermal and chemical stability, enabling the development of larger designs at lower cost [182,250,251]. EVE introduced its battery LF560K (352 × 207 × 72 mm; 3.2 V) in the second quarter of 2024, with a nominal Capacity of 628 Ah [252,253]. This opens horizons and visions for developing larger, safer, and more widely used cell designs.

3.3. Pouch Cells Format

The advent of the pouch cell format in 1995 represented a vital turning point in the design of lithium-ion batteries [254]. Moving away from traditional rigid metallic cylindrical or prismatic designs, the pouch cell features a flexible, laminated polymer-aluminum foil enclosure, with conductive foil tabs directly welded to the electrodes and heat-sealed to the pouch [255]. This method enables efficient routing of the positive and negative terminals to the exterior (as shown in Figure 10).
This innovative design achieves an impressive packaging efficiency of 90~95%, designating it as one of the most space- and weight-efficient formats currently available in the industry [257]. The absence of a metal housing results in a significant reduction in overall cell mass, which may be advantageous in weight-sensitive applications such as electric vehicles, airplanes, and portable electronics [258]. Additionally, the engineering ease of the pouch cell offers enhanced design flexibility, enabling fabrication in various sizes and shapes tailored to specific application requirements. Nonetheless, this adaptability results in a compromise regarding structural integrity [259]. Pouch cells, lacking a rigid casing, are susceptible to swelling and require external support mechanisms or compression systems within battery modules to maintain operational safety and extend their longevity [260]. While the pouch format offers several benefits, it is notably affected by environmental conditions; prolonged exposure to elevated humidity or high temperatures can accelerate degradation, potentially leading to electrolyte breakdown, delamination, or gas production [261,262,263,264]. Consequently, effective thermal management and hermetic sealing are essential factors in the implementation of pouch cells [265]. Studies conducted by Leonard et al. (2023) have shown that applying and maintaining uniform pressure on the stack reduces swelling, improves interlayer contact, and prolongs the life of the cyst cells [266]. It is also necessary to adopt suitable thermal cooling for the package and ensure sufficient contact between the cold plate and the heat distributor on large surfaces to reduce Tmax and ΔT, as heat accelerates unwanted reactions [267].
Pouch format with lithium Cobalt Oxide (LCO) continues to be the favored cathode chemistry in iPhones and various compact consumer electronics, attributed to its remarkably high energy density of approximately 248 Wh kg−1 (around 740 Wh L−1) utilizing graphite as the negative electrode, stable voltage profile around 3.7 V [17,132,135], lightweight and compact structure, and a mature, well-optimized manufacturing process [268,269]. These characteristics facilitate extended battery life and efficient use of space within smartphones’ limited form factor. Meanwhile, its known drawbacks, such as poor temperature stability, shorter cycle life of about 500–1000 cycles [270,271], reduced power capability, and the high cost of cobalt—are far less critical in such low-power, tightly controlled environments than they are in highly demanding applications like electric vehicles or grid-storage systems.
In current pouch cell applications, Nickel-Manganese-Cobalt (NMC) chemistry is typically preferred over Lithium Cobalt Oxide (LCO) due to its superior properties [272]. NMC exhibits a commendable energy density of approximately 230–280 Wh kg−1. It boasts an extended cycle life, with capabilities of 1000 to over 2000 cycles [271,273]. Additionally, it demonstrates superior thermal and chemical stability while containing lower cobalt content than LCO, contributing to cost savings and environmental benefits. NMC could potentially identify applications in various other forms of electric vehicles and energy storage solutions.
In contrast, small pouch cells using LCO technology in mobile phones offer limited benefits and thus limited applications. In contrast, large pouch cells employing NMC technology are prevalent in the automotive electrification sector [268]. The Audi E-tron is highlighted for its use of the LG Chem E66A (350 × 104 × 11.7 mm; 897 g) (shown in Figure 11a) [274]. Its flexible shape facilitates the development of 36 models (shown in Figure 11b) and pack designs tailored to the vehicle’s specifications (396 V; 240 Ah). Additionally, it is equipped with a cooling system (an integrated liquid-cooling plate under each module) to mitigate the risk of thermal runaway in NMC cells. Audi utilizes protective aluminum enclosures and crossmembers to shield the pack from side or underbody impacts [275]. Cells present 55% of the weight of the battery packs [276].
On the other hand, LFP technologies exhibit stability at elevated temperatures and do not necessitate the same safety protocols as NMC to avert overheating. This prompted LG to contemplate its application in pouch cells for energy storage systems and cylindrical batteries for electric vehicles in collaboration with General Motors via Ultium Cells LLC, to manufacture 27 GWh of cylindrical cells by 2025 and 16 GWh of pouch cells by 2026 [278,279].

4. Challenges in Lithium-Ion Cells

4.1. Energy Density

Energy density is the amount of energy per unit mass or volume. The assessed value is calculated by multiplying the operation rating of the voltage (V) by the rating capacity (Q) and then dividing the result by the sum of the mass or the entire volume, as well as the practical energy density, which deviates significantly from the theoretical energy density [280]. NMC, NCA, and LCO offer substantially higher energy density (200~300 Wh kg−1) [61,281,282]. In contrast, LiFePO4 exhibits a specific energy density of only (160 Wh kg−1) [225], but stands out in terms of safety and longevity [283], which is essential in high-energy applications. Studies are being conducted to dope with additional materials to increase the voltage (4.0~4.1 V), and energy density, such as Mn-rich (60–80% Mn), which is boost to initial gravimetric energy density over LFP with 18%, however it eliminate after 100 cycle, in addition, blend LMFP with NMC811, These methods have led to significant enhancements in the electrochemical properties of LMFP [284].
Coatings such as Atomic Layer Deposition (ALD) and Chemical Vapor Deposition (CVD) improve the ionic conductivity at the cathode surface-electrolyte interface [285,286,287,288]. It should be thin, uniform, mechanically rigid, and stable over charge–discharge cycles to prevent cracks and mechanical stress, thereby sustaining battery performance [289]. On the other hand, blending silicon with graphite in lithium-ion battery anodes significantly enhances energy density by leveraging silicon’s exceptional capacity (~3579 mAh g−1) while mitigating its challenges, such as considerable volume fluctuations, low conductivity, and an unstable solid electrolyte interphase, due to the stability provided by graphite [290,291]. This enables high-capacity, long-life cells with energy densities that surpass those of conventional graphite systems. Unfortunately, the significant 300% volume expansion of silicon occurs during lithiation and delithiation, resulting in particle pulverization, loss of electrical contact, and the formation of an unstable solid-electrolyte interface (SEI) [292,293]. Various strategies exist for achieving cyclic stability under high areal mass loading. Key components of this study include the design of independent electrodes, the use of polymeric binders, and the adoption of porous substances with high compressive density [294].
Currently, leading electric vehicle manufacturers have employed the Si/graphite anode (10% Si) in 21700 cells, achieving a specific energy of 269 Wh kg−1 [292]. The 4680 cells are expected to achieve the same results with next-generation high-energy cathode materials (such as NMC), and silicon-enhanced (10~20%) graphite anodes may achieve 300 Wh kg−1 and 800–850 Wh L−1 [295]. Consequently, advancing Si/graphite anodes presents a viable approach to achieving commercial applications for Si-based anode materials. Nonetheless, the energy density falls short of the anticipated levels required to advance a more economical Si/graphite anode.
Figure 12 illustrates the historical evolution of gravimetric energy density in individual lithium-ion battery cells (cylindrical, pouch, and prismatic). The following are the specifications of LIB cells from the OEM datasheets (LG Chem Ltd., BYD, Tesla, Samsung SDI, Panasonic, CATL, and others). Thus, the gravimetric energy density curve promises future surprises amid the intense competition from the world’s largest companies in the battery field.

4.2. Cost

The need for electricity has driven major companies worldwide to develop technological advances that have helped decrease the price of batteries by 99%, from a high of $7500/kWh in 1991 to a low 50~70$ per kWh in 15 August 2024 (as shown in Figure 13a–c) [296,297,298]; this is due to the decline in prices of basic materials in manufacturing, such as lithium and graphite, and cathode materials [28].
The high cost of lithium-ion batteries substantially impedes their widespread adoption. The price is influenced by various factors, including materials, production methods, and supply chain dynamics [299,300,301,302]. The costs associated with these commodities are significant, and they are further complicated by political and ethical challenges, particularly regarding the extensive cobalt extraction activities in the Democratic Republic of Congo [303,304], and lithium extraction in areas such as South America, Australia, and China [305]. High-energy cathodes, such as NMC and NCA, typically cost more than iron-based alternatives like LFP, despite offering higher energy density. The manufacturing process is energy-intensive and requires significant capital investment, particularly in the production of electrodes, which collectively account for about 35–45% of the overall battery manufacturing cost [306,307,308].
The jelly-roll design offers significant benefits for manufacturing by facilitating rapid, automated production [147]. The spiral structure effectively withstands vibration and compression, making it advantageous for electric vehicles and power tools [235]. It guarantees uniform current distribution and radial thermal dissipation, resulting in a standardized, cost-efficient structure with reasonable volumetric efficiency that upholds in-line cell reliability and quality in electric vehicle and energy storage applications [309]. Unlike cylindrical cells, which use standardized metal cans (such as 18650 or 21700), prismatic cells require custom aluminum casings, either welded or folded, which increase material and tooling costs. In addition, prismatic cells use stacked electrodes, whether in a Z-fold or flat-stack configuration, which necessitates careful alignment and layering [310]. This method results in longer assembly times and greater complexity than the efficient jelly-roll winding technique used for cylindrical cells.
The Blade cell, although categorized as a prismatic-format battery, has notably lower manufacturing costs per kilowatt-hour than traditional prismatic cells. It is elongated, slender, high-aspect-ratio prisms featuring case “support areas” and side/end terminals that extend directly between pack rails, functioning as structural components [311]. This configuration enables busbars and a single continuous cold plate to traverse the cell rows, facilitating genuine cell-to-pack assembly by eliminating module packaging and hardware, thereby enhancing volume utilization, streamlining interconnects and compression, and reducing part count [219]. In the automotive sector, cylindrical cells necessitate the assembling of hundreds to thousands of small-format units per pack, requiring meticulous individual alignment, spot welding, and numerous busbar connections, along with additional processes such as cell holders, fusing, and routing, which collectively render the pack assembly process more labor- and equipment-intensive [151,312,313]. Conversely, Blade cells, being large-format and structurally uncomplicated, facilitate a streamlined stack-and-connect arrangement with fewer welds and components, supporting direct Cell-to-Pack (CTP) integration. This significantly reduces assembly complexity, enhances scalability, and lowers manufacturing costs in the production of electric vehicle batteries. CATL and BYD demonstrated their leadership in reducing battery prices by implementing LFP technology, which is considered the most cost-effective option available [306]. The pouch format incurs additional packaging and heat-control costs, highlighting the rising unit cost. It is essential to emphasize that achieving cost savings in battery design requires a careful balance between manufacturing efficiency, thermal endurance, and volumetric constraints, all of which are influenced by the selected cell architecture. The specific requirements of the application will determine whether to use prismatic, pouch, or cylindrical cells. Each design presents unique advantages, and producers meticulously evaluate cost, flexibility, and spatial constraints to select the most suitable cell type for a specific application.
The primary challenges in producing reliable and affordable battery cells include fluctuating manufacturing costs, especially for electric vehicles, due to the market’s relative newness and the scarcity of experienced workers. Only in the last five years has mass production begun, suggesting a limited understanding of electric vehicle applications. As the market grows rapidly, the gradual accumulation of industry expertise is driving cost reductions through enhanced production processes. The ongoing changes in demand and supply, coupled with a lack of equilibrium, result in significant price volatility. Factors such as the potential for a few companies to dominate the market, limited access to information, and advancements in technology or the discovery of new sources of raw materials create a complex system that affects the cost and pricing of batteries worldwide. The application of innovative cell chemistries is transforming the demand for existing materials, and as a result, their associated costs are changing. In current investigations, the costs associated with battery cells are heavily influenced by material prices, which are significantly affected by the volume of purchase, a factor that also fluctuates.

4.3. Safety

The growing adoption of electric vehicles, advancements in mobile technology and energy storage, and innovations in aerospace that rely on lithium-ion batteries have made safety a critical focus in their research and production processes [314,315,316]. Increasing energy density improves performance; however, it also increases the risks of thermal instability, mechanical stress, and electrical failure [317]. Lithium-ion cells can fail in different ways that might lead to a fire or explosion, often due to overcharging or over-discharging, which can damage the electrodes and trigger harmful reactions [233,318]. The separator may fail, or lithium dendrites could form, potentially leading to shorts within the cell. Additionally, mechanical damage can affect electrodes, leading to gas emissions.
A common challenge with cylindrical cells is their lower volumetric efficiency at the package level, because round cells leave voids in the modules and packages. In classic cells, high cell count results in thousands interconnections, heightening the risk of resistive failures; Gas accumulation during operation induces stress on vents and, if improperly directed, may lead to a jet flame; Manufacturing defects such as burrs, contaminants, and spacer misalignment can result in significant internal shorting; Aging leads to increased gas and impedance, causing elevated heat under load, and the low volumetric utilization at the package level may restrict the space available for robust thermal barriers unless meticulously engineered [151]. Therefore, larger cells with a tabless design, such as a 4680 cell, were suggested to diminish the number of connections and further decrease resistance.
Prismatic EV modules experience rapid charging heat stress due to conventional side and bottom plates, making it more challenging to maintain cell temperature limits. The incorporation of a top plate serves as a thermal bridge, facilitating temperature homogenization and reducing cool-down time. However, busbars and terminals may develop hot spots due to their lower thermal mass, leading to slower cooling and larger temperature differences without dual-sided cooling [142]. Ideally, the Battery Thermal Management System (BTMS) should maintain cell temperatures between 20 and 50 °C with a temperature difference (ΔT) of ≤5 °C [237]. While phase change material (PCM) layers enhance uniformity, their low conductivity and potential for leakage or melting under extreme loads necessitate hybrid designs (liquid + PCM) to ensure that the maximum heat and temperature differentials remain within specifications [217,238]. Blade cells position the current take-off on both sides, provided that the tongues are distributed on both sides of the bus bars and the current path to each electrode is short and uniform [227]. This reduces heating (I2·R), lowers the terminal temperatures, reduces voltage drop, and thus reduces the risk of thermal runaway during fast charging.
Cells’ form factor is closely related to the nature of cathode chemistry. LFP cells can withstand voltages of around 4.2 V with minimal electrochemical degradation, whereas NMC/NCA/LCO cells exhibit oxygen evolution and cathode failure at 4.3 V [319]. The improper use of electrolytes or exposure to elevated temperatures may result in the emission of flammable gases, which can adversely affect the electrolytic characteristics of the solution [320]. The most hazardous type of thermal runaway is characterized by the initiation of an exothermic reaction that progresses autonomously and becomes irreversible once it commences.
LFP exhibits greater thermal stability than nickel-rich compounds, such as NMC, NCA, and LCO [321]. The olivine structure exhibits robust P-O bonds that inhibit oxygen release, even at high temperatures. LFP starts to break down at around 270~300 °C without letting out oxygen, which helps prevent overheating problems [322]. LFP cathodes, used by BYD, CATL, and Ford, exhibit lower energy density than NMC [251]. The extended lifespan, reduced cost, and improved thermal reliability of LFP cathodes, particularly with advanced designs like Blade, represent significant advantages. These benefits include excellent thermal safety, as demonstrated by tests where nails were driven through them without catching fire, excellent space efficiency in designs that do not require separate modules, and a long lifespan of over 3000 charge and discharge cycles [215,323,324]. All these factors make LFP cathodes the top choice for large-scale, safe, and affordable energy storage in popular electric vehicles and stationary devices.
NMC and NCA consist of layered transition-metal oxides that exhibit significant oxygen release during decomposition, often triggering thermal runaway between 210 and 240 °C [325,326,327]. The risk is heightened in nickel-rich NMCs, such as NMC811 and NCA, due to their higher capacity and lower thermal decomposition temperatures. LCO, despite its historical significance, exhibits the lowest thermal stability, with exothermic decomposition and oxygen release initiating at approximately 190–230 °C [328], thereby increasing its susceptibility to fire or explosion under abusive conditions.
Recent lithium-ion battery cells feature safety devices to reduce cell failure. Cylindrical cells benefit from Current-Interrupt Device (CID) and Positive-Temperature-Coefficient (PTC) fuses; when current or temperature levels exceed or fall below the specified criteria, the circuit shuts off [233]. Multilayer separators, usually ceramic, may shut off the device to prevent internal short circuits at high temperatures [329]. Additionally, electrolyte mixtures contain certain substances that reduce gas production and enhance the stability of the solid-electrolyte interphase (SEI). A key concern is the use of flammable organic electrolytes, which can catch fire. This has led to research on flame-retardant materials and non-flammable solvents such as FT46 [330,331], and solid-state electrolytes [332].
Design plays a crucial role in determining battery longevity, and research is underway to integrate chemistry and design to enhance battery performance. LG Energy Solution has proposed new battery designs called “AZ stacking”. It relies on Z-stacking technology with thermal compression (as shown in Figure 14). Its advantages include improved adhesion between electrodes and separators, reduced structural distortion, and enhanced safety, primarily by reducing overhang issues. It also improves space utilization and reduces production time compared to conventional cells [333].
The binder plays a critical role, primarily maintaining the structural integrity of electrode material particles (such as LiFePO4) with conductive materials (such as hard carbon, PVDF, PTFE, KS6) [334,335]. Furthermore, binders play an essential role in improving the stability of natural battery systems by protecting electrodes from humidity, temperature fluctuations, and other external factors [336,337]. It is necessary to develop binders that exhibit exceptional mechanical strength, remarkable bonding characteristics, electrochemical stability, and non-toxicity [338,339,340].

4.4. Battery Management System (BMS)

Lithium-ion cells are sensitive to factors such as overcharging and over-discharging [341,342]. Therefore, the battery management system has been adopted to enhance its performance and ensure safety in various applications, including electric vehicles and energy storage systems [241,242,343]. It serves as an intelligent control unit that monitors and manages these parameters to ensure optimal performance.
The BMS topology affects cable length and quantity, sensor granularity, balancing, and fault-isolation strategy, thereby influencing the practicality of cell form factor-centralized Battery Management Systems (BMS) [344]. Extensive lead lengths exhibit poor scalability and increasing harness risk with elevated cell counts [345]. In contrast, modular, distributed, or decentralized BMS positioned proximally to cells minimize lead lengths and enhance measurement reliability, facilitating packs composed of numerous small cylindrical cells [346]. Conversely, packs constructed from fewer, larger prismatic or pouch cells, including cell-to-pack (CTP) configurations, decrease channel requirements and promote decentralized diagnostics; thus, original equipment manufacturer (OEM) system topologies differ based on cell format [347].
Significant challenges in the design of modern battery management systems encompass enhancing real-time estimation of states (SoC/SoH), efficiently addressing cell imbalance in extensive configurations, ensuring effective thermal management to support rapid charging and fluctuating loads, preventing the propagation of cell-level faults across the system, and incorporating innovative and flexible control algorithms that align with embedded hardware limitations [348]. The real-time estimation of charge and state of health in lithium-ion batteries poses significant challenges due to nonlinear degradation and variability across different chemistries [349,350,351,352]. However, recent advancements in machine learning techniques, such as LSTM (Long Short-Term Memory), DeepHit, and reinforcement learning, provide enhanced accuracy and adaptability [353,354]. These new features enable fast charging methods that prioritize both battery life and performance.
The increasing number of lithium battery packs complicates maintaining a uniform state of charge (SoC) across cells, potentially leading to imbalances and accelerating their degradation. In contrast, BMS designs are being developed based on BLE, ZigBee, and Wi-Fi technologies to eliminate traditional wiring [355,356,357,358]. The goal is to reduce costs and improve scalability. However, these designs are still in their early stages of research due to safety and data security challenges. The combination of advanced AI/ML models (Artificial Intelligence and Machine Learning) represents a significant step forward in battery management system technology, enabling the calculation of State of Charge (SoC), State of Health (SoH), and Remaining Useful Life (RUL) [359,360,361]. On the other hand, AI/ML enables thermal control, temperature prediction, dynamic cooling adjustments (e.g., PCM and hybrid cooling systems), and thermal runaway prevention [362]. Innovative charging methods improve performance, enhance safety and battery life, and increase charging efficiency in electric vehicles and large-scale storage systems [363,364].

4.5. Thermal Runaway

The issue of thermal runaway in lithium-ion cells was recognized in the early 1990s, shortly after their commercial introduction. Elevated temperatures from internal short circuits, separator defects, overcharging, external heating, or mechanical damage led to the breakdown of cell components, separator shrinkage, and gas emissions that can occasionally trigger combustion. The severity and probability of thermal runaway vary significantly depending on the cathode chemistry (shown in Table 6), due to differences in structural and thermodynamic properties. Understanding these differences is critical for material selection and safety engineering in lithium battery design.
After dominating LCO batteries for more than two decades, they have gradually been replaced in many sectors and applications where safety is a top priority. NMC and NCA chemistry offer a balance between high energy density and moderate risk of thermal damage, provided robust safety and control systems are integrated. As for LFP chemistry, it is characterized by exceptional thermal stability, with a thermal runaway onset above 250 °C, minimal oxygen release, and low heat generation [271,288,292], making it suitable for safe applications such as energy storage and entry-level electric vehicles. Several studies support these mechanistic differences, including Zaghib, K. et al. (2011) [388] and Fan, T. et al. (2023) [389], which highlight the critical trade-off between energy performance and safety in battery designs.
The thermal runaway behavior in lithium-ion cells is primarily determined by the redox activity and strength of the transition-metal components used in the cathode [390]. Nickel (Ni), frequently present in high-energy cathodes such as NMC and NCA, is pivotal because of the emergence of Ni4+ at elevated states of charge; that oxidation state is notably unstable and encourages oxygen to escape from a cathode lattice structure at temperatures of 180 °C, resulting in swift generation of heat and exothermic interactions with the electrolyte [391]. Regarding high-Ni (NMC811) cells, Self-generated heat initiates around 94.5 °C, primarily due to SEI breakdown and short circuits. At 228 °C, thermal runaway is initiated as the decomposition of the cathode, induced by nickel, releases oxygen, which subsequently ignites the electrolyte [369]. Cobalt (Co), present in LCO and in specific NMC/NCA formulations, shifts to Co4+ during delithiation, leading to earlier oxygen emission [392]. On the other hand, iron (Fe), present in the olivine-structured LFP, exhibits a notably stable Fe2+/Fe3+ redox couple [393]. PO43− effectively binds lattice oxygen [373]. And thus, LFP exhibits exceptional thermal stability, characterized by minimal heat release [365,394]. Manganese (Mn) typically exists as Mn4+ in stable forms and is used in LMO and as a stabilizing element in NMC. However, Mn3+ can disproportionate into Mn2+ and Mn4+; consequently, Mn2+ disintegrates into the electrolyte, damaging the anode SEI and triggering gas generation along with increased internal resistance [395,396,397,398,399,400,401]. While Mn itself does not directly cause oxygen release, it indirectly contributes to thermal instability. Comparative analyses of chemistries (NMC vs. LFP) under controlled abuse scenarios (thermal exposure, nail penetration) demonstrate that LFP exhibits greater thermal stability than NMC [316,317,318]. The results indicate that NMC cells exhibit faster temperature escalation, a greater propensity for swift thermal runaway, and a higher volume of hazardous or emissive gases.
Several innovative techniques have been employed at the cell level to prevent thermal runaway. This encompasses thermally sensitive safety layers, which are polymer-coated (polythiophene) on current collectors. These layers transition to an insulating state above about 100 °C, thereby halting current flow as the internal temperature rises. This technique has been tested on pouch cells, and the risk of explosion has diminished by 53% during impact testing [402]. This has also been demonstrated by incorporating polymers into the electrodes, which prevent ion transport at high temperatures, effectively isolating the cell internally without any loss in electrochemical performance [403,404]. Additionally, incorporating metal-coated separators or current collectors that increase resistance upon deformation or heating can locally mitigate energy release [324]. Thermoresponsive polymers could likely provide guidance and ideas for designing the next generation of high-security electrostatic discharge devices with intelligent self-protection.
During abuse of cylindrical Li-ion cells, separator softening raises internal pressure that trips the CID and vents a high-velocity jet through the scored top cap, unless venting is impeded, in which case sidewall/cap rupture can occur, a sequence confirmed by operando imaging/cap studies and recent vent mass-flow/pressure measurements used to refine pack gas-management models [405,406,407]. Prismatic and blade cells use safety valves and burst lines calibrated for a vertically collimated jet, where the type of valve and burst pressure affect the transition to rapid discharge and the jet’s characteristics [408]. Extensive testing indicates that vent-path jet fires depend on the initiation site, orientation, and atmospheric pressure, suggesting that precisely calibrated valves enhance burst consistency and enclosure routing [409]. On the other hand, pouch cells (laminate) lacking a rigid vent stack experience progressive swelling, leading to edge or seam rupture and a jet or flame [410].
Blade cells (long prismatic LFP; CTP) attain high packing efficiency but result in extended heat and current pathways [408]. In approximately 280 Ah LFP prism, electrolyte vaporization and axial thermal gradients dictate valve actuation timing and jet persistence [411]. Evidence comparing chemistry and geometry (e.g., LCO > NCM > LMO > LFP nail-test severity) indicates LFP’s reduced heat release, although format and test conditions ultimately govern jet and rupture behavior [412]. The following table (Table 7) provides a quick summary of how the thermal runaway profile varies across cell formats and what this means for safety design.

4.6. Fast Charging

The management of lithium plating represents one of the most critical obstacles in the field of fast-charging lithium-ion batteries. This issue occurs when the charging rates exceed the electrode’s ability to intercalate Li+. The rise in heat generation and electrode overpotential intensifies the degradation of the solid electrolyte interphase (SEI), leading to electrolyte breakdown and a swift capacity decline, heightened safety concerns, and a reduced cycle lifespan [414,415,416]. Lithium ions can form lithium metal at the anode rather than intercalate into graphite [417]. This process can also lead to uneven ion distribution across electrodes and localized current densities, resulting in irregular aging, diminished efficiency, and elevated risk of internal shorts and thermal runaway, particularly when cells are subject to mechanical compression or high C-rates in high-speed applications. Additionally, the application of high-voltage fast charging imposes significant stress on cathode materials, particularly NMC and NCA. This condition can result in problems, including microcracking, cation mixing, and the dissolution of transition metals, ultimately leading to a failure in ionic conduction [414].
Despite the development of fast charging protocols and strategies, as well as thermally adaptive charging systems that dynamically manage heat to prevent paint damage while enabling charge cycles as short as 15 min [418,419], overcoming the physical limitations of lithium mobility and material stability remains a challenge [420]. Therefore, pioneering research focuses on health-conscious reinforcement learning protocols that balance charging speed and battery life, mitigate side reactions resulting from SoH-dependent voltage limitations, such as those in TD3 [421], develop improved nanomaterials and electrolyte formulations, and suppress dendrite growth under extreme discharge/charge conditions [422].
Fast-charging performance is fundamentally constrained by cell form factor [423], because geometry sets the electrical and thermal path lengths: thus cylindrical jelly-rolls tend to exhibit higher effective in-plane resistance and stronger hot-spotting unless current collection is upgraded (multi-tab or tabless), while winding curvature introduces N/P utilization asymmetry and reaction non-uniformity across the radius; operando/impedance work with segmented tabs directly reveals spatial potential/current-density gradients governed by tab topology [199,424,425,426], and since Li plating onset is triggered by local overpotential and temperature rise flattening these gradients via improved current collectors and thermal paths raises the allowable fast-charge C-rate; consistent comparative studies further show larger resistance growth and thermal stress in cylindrical formats under aggressive cycling, reinforcing that architecture-driven mitigation (multi-tab/tabless + better heat spreading) is central to pushing fast-charge limits [427,428]. A substantial body of literature has documented the impact of form factor, engineering, and design mechanisms on fast charging, as outlined in Table 8.

4.7. Recycling of Various Cell Formats

The recycling process for lithium-ion batteries is influenced by both the electrode chemistry and the cell design. The fundamental recovery processes, including mechanical dismantling, pyrometallurgical smelting, and hydrometallurgical leaching, are predominantly determined by chemistry [432,433]. However, the geometry and structure of the cells play a significant role in affecting the efficiency and cost of recycling operations.
Cylindrical cells, such as 18650, 21700, and 4680, are typically easier to handle in automated recycling lines due to their uniform dimensions and sturdy casings. This design facilitates efficient mechanical shredding and sorting processes [434,435]. Prismatic and Blade cells pose greater challenges due to their rectangular shape, welded tabs, and integrated modules, which necessitate more precise disassembly steps [436]. Pouch cells, on the other hand, use flexible polymer-aluminum laminates and adhesives that complicate material separation and often reduce recovery yield. Emerging research emphasizes “design-for-recycling” approaches, such as modular pack architectures, minimal adhesive use, and labeling of material constituents, to enhance recyclability and reduce end-of-life environmental impacts [437]. These aspects may become increasingly important as large-format cells, such as Blade or 46xx, become dominant in electric-vehicle applications, underscoring the need to align cell design with circular-economy principles.

5. Conclusions

The engineering of lithium-ion batteries has a profound impact on modern life, providing exceptional energy storage performance that powers nearly every aspect of contemporary technology, including smartphones, laptops, electric vehicles (EVs), and renewable energy storage systems. Among the three primary cell formats (cylindrical, prismatic, and pouch), each offers distinct benefits and compromises, influenced by material chemistry and engineering constraints. Cylindrical cells (e.g., 18650, 21700, 4680) are recognized for their strong mechanical stability and well-established automation, making them widely used in electric vehicle and power tool applications. However, cylindrical cells face limitations in packing efficiency, which restricts their volumetric energy density and complicates space utilization. NMC and NCA chemistries are closely related to cylindrical cell chemistry due to electrochemical advantages and the purpose of improved power and thermal regulation. Conversely, LFP chemistry leverages structural stiffness and near-complete space optimization in prismatic and blade designs to enable secure, cost-effective integration. This minimizes the need for additional support systems and frameworks, enabling a higher energy density per unit volume. The application of LCO cells is limited, primarily in embedded electronics such as mobile phones, due to their high volumetric energy density. Nonetheless, their extensive use is constrained by inadequate thermal stability, elevated cobalt costs, safety hazards, shorter cycle life than NMC cells, and reduced energy density. Their limitations render LCO cells inappropriate for high-power or large-scale applications, including electric vehicles and energy storage systems.
The relationship between cell chemistry and format choice is critical: high-energy NMC/NCA chemistries utilize cylindrical or pouch formats to achieve enhanced energy density and thermal regulation, while LFP chemistries leverage the structural rigidity of prismatic and blade forms for secure and economic integration. Innovative ideas such as CTP (Cell-to-Pack) and advanced blade designs have expanded the boundaries of feasibility, enhancing safety in thermal management and achieving high energy density by eliminating intermediate modules.
Cylindrical cells offer a significant advantage due to their compatibility with automated, high-speed manufacturing processes, making them optimal for mass production at comparatively low cost. Prismatic and pouch cells require more sophisticated equipment and a greater investment in assembly and sealing processes to ensure optimal performance and safety. The choice of the optimal cell design depends on the characteristics of the intended application, necessitating a careful balance among various technical considerations. These include specific and volumetric energy density, efficient thermal management, mechanical robustness, the feasibility of large-scale manufacturing, and the cost of energy generated per kilowatt-hour. These are all essential factors to consider when designing efficient and sustainable battery systems in fields such as electric mobility and energy storage. Looking ahead, LiMnFePO4 (LMFP) emerges as a highly promising evolution of LFP chemistry, offering higher operating voltage and energy density while preserving the intrinsic safety, long cycle life, and low cost that make LFP attractive. Integrating LMFP into optimized prismatic, blade, or large-format cylindrical configurations could bridge the gap between high-safety, low-cost chemistries and high-energy performance systems. As electric vehicles, storage systems, and electronic devices advance, upcoming innovations in material engineering (such as solid-state electrolytes and high-nickel cathodes), cell geometry (including large-format cylindrical or stacked prismatic designs), and manufacturing scalability will transform optimal design paradigms. A comprehensive grasp of the interactions among format, chemistry, and system integration is crucial for steering the development of advanced, safe, and sustainable lithium-ion batteries.

Author Contributions

K.M. wrote the review manuscript and produced the graphics. A.K.M.R.R., J.I.G.D., T.M.G.S. and K.Z. designed the structure of the review, collected the papers related to the topic of the review, and completed the language corrections, with all authors contributing equally. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Canada First Research Fund (CFREF)—Volt-Age of Concordia University.

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Acknowledgments

We sincerely thank Concordia University Volt-Age and CFREF (Canada) for their financial support.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

Correction Statement

This article has been republished with a minor correction to resolve spelling and grammatical errors. This change does not affect the scientific content of the article.

References

  1. Larcher, D.; Tarascon, J.-M. Towards greener and more sustainable batteries for electrical energy storage. Nat. Chem. 2015, 7, 19–29. [Google Scholar] [CrossRef] [PubMed]
  2. Kuzemko, C.; Blondeel, M.; Dupont, C.; Brisbois, M.C. Russia’s war on Ukraine, European energy policy responses & implications for sustainable transformations. Energy Res. Soc. Sci. 2022, 93, 102842. [Google Scholar] [CrossRef]
  3. International Energy Agency. World Energy Outlook 2022; International Energy Agency: Paris, France, 2022; Available online: https://www.iea.org/reports/world-energy-outlook-2022 (accessed on 3 November 2025).
  4. Ling, Z.; Wang, F.; Fang, X.; Gao, X.; Zhang, Z. A hybrid thermal management system for lithium ion batteries combining phase change materials with forced-air cooling. Appl. Energy 2015, 148, 403–409. [Google Scholar] [CrossRef]
  5. Ge, H.; Huang, J.; Zhang, J.; Li, Z. Temperature-Adaptive Alternating Current Preheating of Lithium-Ion Batteries with Lithium Deposition Prevention. J. Electrochem. Soc. 2016, 163, A290–A299. [Google Scholar] [CrossRef]
  6. Yang, Y.; Okonkwo, E.G.; Huang, G.; Xu, S.; Sun, W.; He, Y. On the sustainability of lithium ion battery industry—A review and perspective. Energy Storage Mater. 2021, 36, 186–212. [Google Scholar] [CrossRef]
  7. Osaka, T.; Datta, M. (Eds.) Energy Storage Systems in Electronics, 1st ed.; CRC Press: Boca Raton, FL, USA, 2020. [Google Scholar] [CrossRef]
  8. Dorrmann, L. Kompendium: Li-Ionen-Batterien—Grundlagen, Merkmale, Gesetze und Normen; VDE: Frankfurt am Main, Germany, 2021; Available online: https://www.dke.de/resource/blob/933404/fa7a24099c84ef613d8e7afd2c860a39/kompendium-li-ionen-batterien-data.pdf (accessed on 3 November 2025).
  9. Tarascon, J.-M.; Armand, M. Issues and challenges facing rechargeable lithium batteries. Nature 2001, 414, 359–367. [Google Scholar] [CrossRef]
  10. World Economic Forum. A Vision for a Sustainable Battery Value Chain in 2030: Unlocking the Full Potential to Power Sustainable Development and Climate Change Mitigation; World Economic Forum: Geneva, Switzerland, 2019; Available online: https://www3.weforum.org/docs/WEF_A_Vision_for_a_Sustainable_Battery_Value_Chain_in_2030_Report.pdf (accessed on 3 November 2025).
  11. Sanders, M. Avicenne Energy. In Lead Acid Battery—Market & Technology Overview; MPSC: Paris, France, 2022; Available online: https://milpwr.org/wp-content/uploads/2022/12/MPSC-Lead-Acid-Battery-121522-Avicenne.pdf (accessed on 3 November 2025).
  12. Ue, M. Current Status and Trends of Automotive Lithium-ion Batteries. Electrochemistry 2025, 93, 062002. [Google Scholar] [CrossRef]
  13. McKinsey; Company. Amped Up Battery Demand. McKinsey & Company—The Week in Charts. Available online: https://www.mckinsey.com/featured-insights/week-in-charts/amped-up-battery-demand (accessed on 3 November 2025).
  14. Zhou, J. Ionic conductivity of composite electrolytes based on oligo(ethylene oxide) and fumed oxides. Solid State Ion. 2004, 166, 275–293. [Google Scholar] [CrossRef]
  15. Nandiwale, R. Review of Types of Batteries in Electric Vehicles. Int. Res. J. Eng. Technol. 2021, 8, 79–83. [Google Scholar]
  16. Julien, C.; Mauger, A.; Zaghib, K.; Groult, H. Comparative Issues of Cathode Materials for Li-Ion Batteries. Inorganics 2014, 2, 132–154. [Google Scholar] [CrossRef]
  17. Tran, M.-K.; DaCosta, A.; Mevawalla, A.; Panchal, S.; Fowler, M. Comparative Study of Equivalent Circuit Models Performance in Four Common Lithium-Ion Batteries: LFP, NMC, LMO, NCA. Batteries 2021, 7, 51. [Google Scholar] [CrossRef]
  18. Costa, C.M.; Barbosa, J.C.; Castro, H.; Gonçalves, R.; Lanceros-Méndez, S. Electric vehicles: To what extent are environmentally friendly and cost effective?—Comparative study by european countries. Renew. Sustain. Energy Rev. 2021, 151, 111548. [Google Scholar] [CrossRef]
  19. Schröder, R.; Glodde, A.; Aydemir, M.; Seliger, G. Increasing Productivity in Grasping Electrodes in Lithium-ion Battery Manufacturing. Procedia CIRP 2016, 57, 775–780. [Google Scholar] [CrossRef]
  20. Dunn, B.; Kamath, H.; Tarascon, J.-M. Electrical Energy Storage for the Grid: A Battery of Choices. Science 2011, 334, 928–935. [Google Scholar] [CrossRef]
  21. U.S. Department of Energy. Battery500 Consortium 2019 Annual Report; OSTI ID 1573487; U.S. Department of Energy: Washington, DC, USA, 2019. Available online: https://www.osti.gov/servlets/purl/1573487 (accessed on 3 November 2025).
  22. Maksudovna Vafaeva, K.; Sanjeeva, P. Comparative analysis of lithium-ion and flow batteries for advanced energy storage technologies. MATEC Web Conf. 2024, 392, 01176. [Google Scholar] [CrossRef]
  23. International Energy Agency. Lithium; International Energy Agency: Paris, France, 2024; Available online: https://www.iea.org/reports/lithium (accessed on 3 November 2025).
  24. Shahazi, R.; Akther, M.; Malo, J.; Dayna, M.; Paul, J.; Uddin, M.R.; Alam, M.M. Recent advances in Sodium-ion battery research: Materials, performance, and commercialization prospects. Mater. Technol. Rep. 2025, 3, 2951. [Google Scholar] [CrossRef]
  25. Hwang, J.-Y.; Myung, S.-T.; Sun, Y.-K. Sodium-ion batteries: Present and future. Chem. Soc. Rev. 2017, 46, 3529–3614. [Google Scholar] [CrossRef]
  26. Slater, M.D.; Kim, D.; Lee, E.; Johnson, C.S. Sodium-Ion Batteries. Adv. Funct. Mater. 2013, 23, 947–958. [Google Scholar] [CrossRef]
  27. Nayak, P.K.; Yang, L.; Brehm, W.; Adelhelm, P. From Lithium-Ion to Sodium-Ion Batteries: Advantages, Challenges, and Surprises. Angew. Chem. Int. Ed. 2018, 57, 102–120. [Google Scholar] [CrossRef]
  28. Orangi, S.; Manjong, N.; Clos, D.P.; Usai, L.; Burheim, O.S.; Strømman, A.H. Historical and prospective lithium-ion battery cost trajectories from a bottom-up production modeling perspective. J. Energy Storage 2024, 76, 109800. [Google Scholar] [CrossRef]
  29. Křepelková, M. “Evolution of Batteries: From Experiments to Everyday Usage,” in POSTER, PRAGUE MAY 23, 2017, p. Prague, Czech Republic. Available online: https://poster.fel.cvut.cz/poster2017/proceedings/Poster_2017/Section_HS/HS_034_Krepelkova.pdf (accessed on 3 November 2025).
  30. Von Handorf, D.R.; Crotty, D.E. The Baghdad Battery: Myth or Reality? Plat. Surf. Finish. 2002, 89, 84–87. [Google Scholar]
  31. Pragolab; Janderka, P. Battery Cyclers and Potentiostats in Science and Manufacturing. LCMS 2024. Available online: https://lcms.cz/article/4299 (accessed on 3 November 2025).
  32. Wikipedia Contributors. Daniell Cell. Wikipedia. Available online: https://en.wikipedia.org/wiki/Daniell_cell (accessed on 3 November 2025).
  33. Eggen, P.-O. Current Chemistry: Experiments and Practice in Electrochemistry Education; Norwegian University of Science and Technology: Trondheim, Norway, 2010; Available online: https://nva.sikt.no/ntnu-xmlui/bitstream/handle/11250/247587/357978_FULLTEXT02.pdf (accessed on 3 November 2025).
  34. Greene, J.E. Review Article: Tracing the recorded history of thin-film sputter deposition: From the 1800s to 2017. J. Vac. Sci. Technol. Vac. Surf. Films 2017, 35, 05C204. [Google Scholar] [CrossRef]
  35. Rasmussen, S.C. History of Energy Technologies and Lessons for the Future. 2019. Available online: https://www.torrossa.com/en/resources/an/4618467# (accessed on 3 November 2025).
  36. Wikipedia Contributors. Voltaic Pile. Wikipedia, The Free Encyclopedia. Available online: https://en.wikipedia.org/wiki/Voltaic_pile (accessed on 27 November 2025).
  37. National High Magnetic Field Laboratory. Planté Battery—1859. National MagLab. Available online: https://nationalmaglab.org/magnet-academy/history-of-electricity-magnetism/museum/plante-battery-1859 (accessed on 3 November 2025).
  38. Sella, A. Leclanché’s Cell. Chemistry World. Available online: https://www.chemistryworld.com/opinion/leclanches-cell/4016106.article (accessed on 27 November 2025).
  39. McKie, D. André Marie Ampere, 1775–1836. Nature 1936, 137, 934–935. [Google Scholar] [CrossRef]
  40. Sears, F.W. Faraday’s Law and Ampere’s Law. Am. J. Phys. 1963, 31, 439–443. [Google Scholar] [CrossRef]
  41. Saslow, W.M. Voltaic Cells: The Good (Faraday), the Bad (Volta), and the Ugly (Galvani). Phys. Teach. 2021, 59, 22–26. [Google Scholar] [CrossRef]
  42. Boulabiar, A.; Bouraoui, K.; Chastrette, M.; Abderrabba, M. A Historical Analysis of the Daniell Cell and Electrochemistry Teaching in French and Tunisian Textbooks. J. Chem. Educ. 2004, 81, 754. [Google Scholar] [CrossRef]
  43. He, Z.; Guo, J.; Xiong, F.; Tan, S.; Yang, Y.; Cao, R.; Thompson, G.; An, Q.; De Volder, M.; Mai, L. Re-imagining the daniell cell: Ampere-hour-level rechargeable Zn–Cu batteries. Energy Environ. Sci. 2023, 16, 5832–5841. [Google Scholar] [CrossRef]
  44. Guarnieri, M. Before Lithium-Ion Batteries: The Age of Primary Cells [Historical]. IEEE Ind. Electron. Mag. 2022, 16, 73–77. [Google Scholar] [CrossRef]
  45. Placke, T.; Kloepsch, R.; Dühnen, S.; Winter, M. Lithium ion, lithium metal, and alternative rechargeable battery technologies: The odyssey for high energy density. J. Solid State Electrochem. 2017, 21, 1939–1964. [Google Scholar] [CrossRef]
  46. Heth, C.L. Energy on demand: A brief history of the development of the battery. Substantia 2019, 3, 77–86. [Google Scholar] [CrossRef]
  47. Scrosati, B. History of lithium batteries. J. Solid State Electrochem. 2011, 15, 1623–1630. [Google Scholar] [CrossRef]
  48. Li, J.; Ma, Z.-F. Past and Present of LiFePO4: From Fundamental Research to Industrial Applications. Chem 2019, 5, 3–6. [Google Scholar] [CrossRef]
  49. Olabi, A.G.; Abbas, Q.; Shinde, P.A.; Abdelkareem, M.A. Rechargeable batteries: Technological advancement, challenges, current and emerging applications. Energy 2023, 266, 126408. [Google Scholar] [CrossRef]
  50. Balakrishnan, N.T.M.; Das, A.; Jishnu, N.S.; Raphael, L.R.; Joyner, J.D.; Ahn, J.-H.; Jabeen Fatima, M.J.; Prasanth, R. The Great History of Lithium-Ion Batteries and an Overview on Energy Storage Devices. In Electrospinning for Advanced Energy Storage Applications; Materials Horizons: From Nature to Nanomaterials; Balakrishnan, N.T.M., Prasanth, R., Eds.; Springer Singapore: Singapore, 2021; pp. 1–21. [Google Scholar] [CrossRef]
  51. Whittingham, M.S. Lithium Batteries and Cathode Materials. Chem. Rev. 2004, 104, 4271–4302. [Google Scholar] [CrossRef]
  52. Whittingham, M.S. Chemistry of intercalation compounds: Metal guests in chalcogenide hosts. Prog. Solid State Chem. 1978, 12, 41–99. [Google Scholar] [CrossRef]
  53. Thackeray, M.M. Exploiting the Spinel Structure for Li-ion Battery Applications: A Tribute to John B. Goodenough. Adv. Energy Mater. 2021, 11, 2001117. [Google Scholar] [CrossRef]
  54. Japan Prize Foundation. 2018 (34th) Japan Prize Presentation Ceremony. 2018. Available online: https://www.japanprize.jp/data/foundation/2018jpnews60_e.pdf (accessed on 3 November 2025).
  55. Yoshino, A.; Sanechika, K.; Nakajima, T. Secondary Battery. U.S. Patent 4,668,595, 26 May 1987. Available online: https://patents.google.com/patent/US4668595A/en (accessed on 3 November 2025).
  56. Ogumi, Z.; Kostecki, R.; Guyomard, D.; Inaba, M. Lithium-Ion Batteries—The 25th Anniversary of Commercialization. Interface Mag. 2016, 25, 65. [Google Scholar] [CrossRef]
  57. Reddy, M.V.; Mauger, A.; Julien, C.M.; Paolella, A.; Zaghib, K. Brief History of Early Lithium-Battery Development. Materials 2020, 13, 1884. [Google Scholar] [CrossRef]
  58. Mayer, S.T.; Feikert, J.H.; Kaschmitter, J.L. Cycle Life Testing of Lithium-Ion Batteries for Small Satellite LEO Space Missions. 1993. Available online: https://www.osti.gov/servlets/purl/10191068 (accessed on 3 November 2025).
  59. Padhi, A.K.; Nanjundaswamy, K.S.; Goodenough, J.B. Phospho-olivines as Positive-Electrode Materials for Rechargeable Lithium Batteries. J. Electrochem. Soc. 1997, 144, 1188–1194. [Google Scholar] [CrossRef]
  60. Mauger, A.; Julien, C.M.; Armand, M.; Zaghib, K. Tribute to John B. Goodenough: From Magnetism to Rechargeable Batteries. Adv. Energy Mater. 2021, 11, 2000773. [Google Scholar] [CrossRef]
  61. Houache, M.; Yim, C.-H.; Karkar, Z.; Abu-Lebdeh, Y. On the Current and Future Outlook of Battery Chemistries for Electric Vehicles—Mini Review. Batteries 2022, 8, 70. [Google Scholar] [CrossRef]
  62. Thackeray, M.M.; Johnson, C.S.; Amine, K.; Kim, J. Lithium Metal Oxide Electrodes for Lithium Cells and Batteries. US Patent 6,677,082 B2, 13 January 2004. Available online: https://patents.google.com/patent/US6677082/en (accessed on 3 November 2025).
  63. Wikipedia Contributors. Lithium Nickel Manganese Cobalt Oxides. Available online: https://www.wikipedia.org/wiki/Lithium_nickel_manganese_cobalt_oxides (accessed on 3 November 2025).
  64. Lu, Z.; Dahn, J.R. Cathode Compositions for Lithium-Ion Batteries. US Patent 6,964,828 B2, 15 November 2005. Available online: https://patents.google.com/patent/US6964828/en (accessed on 3 November 2025).
  65. Makimura, Y.; Ohzuku, T. Lithium insertion material of LiNi1/2Mn1/2O2 for advanced lithium-ion batteries. J. Power Sources 2003, 119–121, 156–160. [Google Scholar] [CrossRef]
  66. A123 Systems, Inc. Annual Report on Form 10-K for the Fiscal Year Ended December 31, 2011; A123 Systems, Inc.: Washington, DC, USA, 2012. Available online: https://www.sec.gov/Archives/edgar/data/1167178/000104746912002475/a2207978z10-k.htm (accessed on 3 November 2025).
  67. LG Chem Mobile Energy Division. Technical Information of ICR/INR18650 HB2 (1.5 Ah). April 2011. Available online: https://www.dnkpower.com/wp-content/uploads/2022/11/LGINR18650-HB2.pdf (accessed on 3 November 2025).
  68. Argonne National Laboratory. Argonne Battery Technology Helps Power Chevy Volt; Argonne National Laboratory: Lemont, IL, USA, 2011. Available online: https://www.anl.gov/article/argonne-battery-technology-helps-power-chevy-volt (accessed on 3 November 2025).
  69. Hardin, A.Y. Argonne National Laboratory and LG Chem, Ltd. Sign Licensing Deal to Make, Commercialize Advanced Battery Material. University of Chicago News. Available online: https://news.uchicago.edu/story/lg-chem-argonne-sign-licensing-deal-make-commercialize-advanced-battery-material (accessed on 3 November 2025).
  70. Sony Energy Devices Corporation. Keywords to Understanding Sony Energy Devices. Available online: https://web.archive.org/web/20160304224245/http:/www.sonyenergy-devices.co.jp/en/keyword/#anchor01 (accessed on 3 November 2025).
  71. Divya, K.C.; Østergaard, J. Battery energy storage technology for power systems—An overview. Electr. Power Syst. Res. 2009, 79, 511–520. [Google Scholar] [CrossRef]
  72. Cunanan, C.; Tran, M.-K.; Lee, Y.; Kwok, S.; Leung, V.; Fowler, M. A Review of Heavy-Duty Vehicle Powertrain Technologies: Diesel Engine Vehicles, Battery Electric Vehicles, and Hydrogen Fuel Cell Electric Vehicles. Clean Technol. 2021, 3, 474–489. [Google Scholar] [CrossRef]
  73. Tran, M.-K.; Fowler, M. A Review of Lithium-Ion Battery Fault Diagnostic Algorithms: Current Progress and Future Challenges. Algorithms 2020, 13, 62. [Google Scholar] [CrossRef]
  74. Accardo, A.; Dotelli, G.; Musa, M.L.; Spessa, E. Life Cycle Assessment of an NMC Battery for Application to Electric Light-Duty Commercial Vehicles and Comparison with a Sodium-Nickel-Chloride Battery. Appl. Sci. 2021, 11, 1160. [Google Scholar] [CrossRef]
  75. Jung, R.; Metzger, M.; Maglia, F.; Stinner, C.; Gasteiger, H.A. Oxygen Release and Its Effect on the Cycling Stability of LiNixMnyCozO2 (NMC) Cathode Materials for Li-Ion Batteries. J. Electrochem. Soc. 2017, 164, A1361–A1377. [Google Scholar] [CrossRef]
  76. Kamran, M.; Raugei, M.; Hutchinson, A. A dynamic material flow analysis of lithium-ion battery metals for electric vehicles and grid storage in the UK: Assessing the impact of shared mobility and end-of-life strategies. Resour. Conserv. Recycl. 2021, 167, 105412. [Google Scholar] [CrossRef]
  77. USGS. Mineral Commodity Summaries; USGS: Reston, VA, USA, 2020. [Google Scholar] [CrossRef]
  78. Sironval, V.; Palmai-Pallag, M.; Vanbever, R.; Huaux, F.; Mejia, J.; Lucas, S.; Lison, D.; Van Den Brule, S. HIF-1α is a key mediator of the lung inflammatory potential of lithium-ion battery particles. Part. Fibre Toxicol. 2019, 16, 35. [Google Scholar] [CrossRef]
  79. Zhang, S.S. Problems and their origins of Ni-rich layered oxide cathode materials. Energy Storage Mater. 2020, 24, 247–254. [Google Scholar] [CrossRef]
  80. Ahmed, S.; Nelson, P.A.; Gallagher, K.G.; Susarla, N.; Dees, D.W. Cost and energy demand of producing nickel manganese cobalt cathode material for lithium ion batteries. J. Power Sources 2017, 342, 733–740. [Google Scholar] [CrossRef]
  81. Doeff, M.M. Battery Cathodes. In Batteries for Sustainability; Brodd, R.J., Ed.; Springer: New York, NY, USA, 2013; pp. 5–49. [Google Scholar] [CrossRef]
  82. Manthiram, A. A reflection on lithium-ion battery cathode chemistry. Nat. Commun. 2020, 11, 1550. [Google Scholar] [CrossRef] [PubMed]
  83. Koech, A.K.; Mwandila, G.; Mulolani, F.; Mwaanga, P. Lithium-ion battery fundamentals and exploration of cathode materials: A review. S. Afr. J. Chem. Eng. 2024, 50, 321–339. [Google Scholar] [CrossRef]
  84. Wen, J.; Yu, Y.; Chen, C. A Review on Lithium-Ion Batteries Safety Issues: Existing Problems and Possible Solutions. Mater. Express 2012, 2, 197–212. [Google Scholar] [CrossRef]
  85. Hwang, S.; Seo, S.; Song, M.; Nam, C.; Kim, J.; Hwang, Y.; Seo, S.; Song, J.; Jo, S.; Lim, H.; et al. Electrochemical Abuse-Driven Thermal Runaway in Lithium-Ion Batteries: Evolution From Beginning-of-Life to End-of-Life. Adv. Funct. Mater. 2025, e21009. [Google Scholar] [CrossRef]
  86. Hu, Q.; Osswald, S.; Daniel, R.; Zhu, Y.; Wesel, S.; Ortiz, L.; Sadoway, D.R. Graft copolymer-based lithium-ion battery for high-temperature operation. J. Power Sources 2011, 196, 5604–5610. [Google Scholar] [CrossRef]
  87. Zhao, L.; Sun, Z.; Zhang, H.; Li, Y.; Mo, Y.; Yu, F.; Chen, Y. An environment-friendly crosslinked binder endowing LiFePO4 electrode with structural integrity and long cycle life performance. RSC Adv. 2020, 10, 29362–29372. [Google Scholar] [CrossRef]
  88. Cai, W.-F.; Chen, K.-C. Influence of the Calendar Aging on the Cycle Aging of LiNiMnCoO2 lithium-Ion Batteries. J. Electrochem. Soc. 2021, 168, 120525. [Google Scholar] [CrossRef]
  89. Joulié, M.; Laucournet, R.; Billy, E. Hydrometallurgical process for the recovery of high value metals from spent lithium nickel cobalt aluminum oxide based lithium-ion batteries. J. Power Sources 2014, 247, 551–555. [Google Scholar] [CrossRef]
  90. Lin, C.; Li, J.; Yin, Z.; Huang, W.; Zhao, Q.; Weng, Q.; Liu, Q.; Sun, J.; Chen, G.; Pan, F. Structural Understanding for High-Voltage Stabilization of Lithium Cobalt Oxide. Adv. Mater. 2024, 36, 2307404. [Google Scholar] [CrossRef]
  91. Sharifidarabad, H.; Zakeri, A.; Adeli, M. Preparation of spinel LiMn2O4 cathode material from used zinc-carbon and lithium-ion batteries. Ceram. Int. 2022, 48, 6663–6671. [Google Scholar] [CrossRef]
  92. Rostami, H.; Valio, J.; Tynjälä, P.; Lassi, U.; Suominen, P. Life Cycle of LiFePO4 Batteries: Production, Recycling, and Market Trends. ChemPhysChem 2024, 25, e202400459. [Google Scholar] [CrossRef]
  93. Whittingham, M.S.; Song, Y.; Lutta, S.; Zavalij, P.Y.; Chernova, N.A. Some transition metal (oxy)phosphates and vanadium oxides for lithium batteries. J. Mater. Chem. 2005, 15, 3362–3379. [Google Scholar] [CrossRef]
  94. Lv, Y.-J.; Long, Y.-F.; Su, J.; Lv, X.-Y.; Wen, Y.-X. Synthesis of bowl-like mesoporous LiFePO4/C composites as cathode materials for lithium ion batteries. Electrochim. Acta 2014, 119, 155–163. [Google Scholar] [CrossRef]
  95. Wang, D.; Li, H.; Shi, S.; Huang, X.; Chen, L. Improving the rate performance of LiFePO4 by Fe-site doping. Electrochim. Acta 2005, 50, 2955–2958. [Google Scholar] [CrossRef]
  96. Ghani, F.; An, K.; Lee, D. A Review on Design Parameters for the Full-Cell Lithium-Ion Batteries. Batteries 2024, 10, 340. [Google Scholar] [CrossRef]
  97. Di Lecce, D.; Andreotti, P.; Boni, M.; Gasparro, G.; Rizzati, G.; Hwang, J.-Y.; Sun, Y.-K.; Hassoun, J. Multiwalled Carbon Nanotubes Anode in Lithium-Ion Battery with LiCoO2, Li[Ni1/3Co1/3Mn1/3]O2, and LiFe1/4Mn1/2 Co1/4PO4 Cathodes. ACS Sustain. Chem. Eng. 2018, 6, 3225–3232. [Google Scholar] [CrossRef]
  98. Kim, J.S.; Lim, S.; Ingole, R.S.; Munakata, H.; Kim, S.-S.; Kanamura, K. Improving the high-rate performance of LCO cathode by metal oxide coating: Evaluation using single particle measurement. J. Electroanal. Chem. 2023, 933, 117190. [Google Scholar] [CrossRef]
  99. Yazami, R.; Touzain, P. A reversible graphite-lithium negative electrode for electrochemical generators. J. Power Sources 1983, 9, 365–371. [Google Scholar] [CrossRef]
  100. Takada, K. Solid state batteries with sulfide-based solid electrolytes. Solid State Ion. 2004, 172, 25–30. [Google Scholar] [CrossRef]
  101. Prasad, K.H.; Julakanti, V.R.; Rangaraju, G.; Sumithra, M.; Sundaraganesan, N. Structural and Impedance Studies of Nanocrystalline LiCoO2 Particle. In Proceedings of the 2020 International Conference on System, Computation, Automation and Networking (ICSCAN), Pondicherry, India, 3–4 July 2020; pp. 1–4. [Google Scholar] [CrossRef]
  102. Hu, L.; Wu, H.; La Mantia, F.; Yang, Y.; Cui, Y. Thin, Flexible Secondary Li-Ion Paper Batteries. ACS Nano 2010, 4, 5843–5848. [Google Scholar] [CrossRef] [PubMed]
  103. Abomohra, A.; Harun, R.; Wen, J. (Eds.) Advances in Energy Resources and Environmental Engineering; Environmental Science and Engineering; Springer International Publishing: Cham, Switzerland, 2024. [Google Scholar] [CrossRef]
  104. Lyu, Y.; Wu, X.; Wang, K.; Feng, Z.; Cheng, T.; Liu, Y.; Wang, M.; Chen, R.; Xu, L.; Zhou, J.; et al. An Overview on the Advances of LiCoO2 Cathodes for Lithium-Ion Batteries. Adv. Energy Mater. 2021, 11, 2000982. [Google Scholar] [CrossRef]
  105. Thackeray, M.M.; Johnson, P.J.; De Picciotto, L.A.; Bruce, P.G.; Goodenough, J.B. Electrochemical extraction of lithium from LiMn2O4. Mater. Res. Bull. 1984, 19, 179–187. [Google Scholar] [CrossRef]
  106. Guyomard, D.; Tarascon, J.M. Li Metal-Free Rechargeable LiMn2O4/Carbon Cells: Their Understanding and Optimization. J. Electrochem. Soc. 1992, 139, 937–948. [Google Scholar] [CrossRef]
  107. Potapenko, A.V.; Kirillov, S.A. Lithium manganese spinel materials for high-rate electrochemical applications. J. Energy Chem. 2014, 23, 543–558. [Google Scholar] [CrossRef]
  108. Goodenough, J.B.; Park, K.-S. The Li-Ion Rechargeable Battery: A Perspective. J. Am. Chem. Soc. 2013, 135, 1167–1176. [Google Scholar] [CrossRef]
  109. Yang, H.; Yan, L.; Qin, J.; Wang, Y.; Hu, N.; Zhou, T. Thermal Stress Synergizes Oxygen Vacancies Alleviate Jahn–Teller Distortion in Lithium Manganate Cathode. Adv. Funct. Mater. 2025, e15317. [Google Scholar] [CrossRef]
  110. Tesfamhret, Y.; Liu, H.; Chai, Z.; Berg, E.; Younesi, R. On the Manganese Dissolution Process from LiMn2O4 Cathode Materials. ChemElectroChem 2021, 8, 1516–1523. [Google Scholar] [CrossRef]
  111. Zhang, B.; Zhang, J.; He, Y.; Yu, Y.; Zhou, K.; Wang, H. Cathode materials for proton batteries: Recent advances and perspectives. J. Mater. Chem. A 2025, 13, 18183–18208. [Google Scholar] [CrossRef]
  112. Liu, X.; Li, K.; Li, X. The Electrochemical Performance and Applications of Several Popular Lithium-ion Batteries for Electric Vehicles—A Review. In Communications in Computer and Information Science; Springer: Singapore, 2018; pp. 201–213. [Google Scholar] [CrossRef]
  113. Liu, T.; Dai, A.; Lu, J.; Yuan, Y.; Xiao, Y.; Yu, L.; Li, M.; Gim, J.; Ma, L.; Liu, J.; et al. Correlation between manganese dissolution and dynamic phase stability in spinel-based lithium-ion battery. Nat. Commun. 2019, 10, 4721. [Google Scholar] [CrossRef]
  114. Na, S.-H.; Kim, H.-S.; Moon, S.-I. A new synthetic route of LiNi0.5Mn0.5O2 as the cathode material of secondary lithium batteries. Electrochim. Acta 2004, 50, 449–452. [Google Scholar] [CrossRef]
  115. Manikandan, P.; Ananth, M.V.; Prem Kumar, T.; Raju, M.; Periasamy, P.; Manimaran, K. Solution combustion synthesis of layered LiNi0.5Mn0.5O2 and its characterization as cathode material for lithium-ion cells. J. Power Sources 2011, 196, 10148–10155. [Google Scholar] [CrossRef]
  116. Antony Jose, S.; Gallant, A.; Gomez, P.L.; Jaggers, Z.; Johansson, E.; LaPierre, Z.; Menezes, P.L. Solid-State Lithium Batteries: Advances, Challenges, and Future Perspectives. Batteries 2025, 11, 90. [Google Scholar] [CrossRef]
  117. Joshi, A.; Mishra, D.K.; Singh, R.; Zhang, J.; Ding, Y. A comprehensive review of solid-state batteries. Appl. Energy 2025, 386, 125546. [Google Scholar] [CrossRef]
  118. Thomas, F.; Mahdi, L.; Lemaire, J.; Santos, D.M.F. Technological Advances and Market Developments of Solid-State Batteries: A Review. Materials 2024, 17, 239. [Google Scholar] [CrossRef]
  119. Wu, Z.; Zhang, C.; Yuan, F.; Lyu, M.; Yang, P.; Zhang, L.; Zhou, M.; Wang, L.; Zhang, S.; Wang, L. Ni-rich cathode materials for stable high-energy lithium-ion batteries. Nano Energy 2024, 126, 109620. [Google Scholar] [CrossRef]
  120. Pan, J.; Xie, L.; Wang, Y.; Zheng, J.; Ma, Y.; Shu, C.; Zhang, Q.; Tang, W. Reevaluating the Critical Role of Cobalt in Ultra-High Nickel Cathodes: Toward Sustainable and High-Performance Lithium-Ion Batteries. Adv. Funct. Mater. 2025, e11503. [Google Scholar] [CrossRef]
  121. Cho, H.; Kim, J.; Kim, M.; An, H.; Min, K.; Park, K. A review of problems and solutions in Ni-rich cathode-based Li-ion batteries from two research aspects: Experimental studies and computational insights. J. Power Sources 2024, 597, 234132. [Google Scholar] [CrossRef]
  122. Li, Y.; Li, J.; Zeng, Z.; Xu, X.; Cheng, J.; Zhang, H.; Li, J.; Rao, Y.; Deng, Y.; Ci, L.; et al. Surface to bulk design empowering Ni-rich layered oxide cathode in sulfide-based All-Solid-State batteries. Chem. Eng. J. 2024, 498, 155029. [Google Scholar] [CrossRef]
  123. Poultney, L. Toyota Says It Will Launch the World’s First Solid-State EVs in 2027, but Is That Realistic? Here’s What Experts Say. Available online: https://www.techradar.com/vehicle-tech/hybrid-electric-vehicles/toyota-says-it-will-launch-the-worlds-first-solid-state-evs-in-2027-but-is-that-realistic-heres-what-experts-say (accessed on 3 November 2025).
  124. Brand, M.; Glaser, S.; Geder, J.; Menacher, S.; Obpacher, S.; Jossen, A.; Quinger, D. Electrical safety of commercial Li-ion cells based on NMC and NCA technology compared to LFP technology. In Proceedings of the 2013 World Electric Vehicle Symposium and Exhibition (EVS27), Barcelona, Spain, 17–20 November 2013; pp. 1–9. [Google Scholar] [CrossRef]
  125. Zhang, H.; Wang, L.; He, X. Trends in a study on thermal runaway mechanism of lithium-ion battery with LiNixMnyCo1−xyO2 cathode materials. Battery Energy 2022, 1, 20210011. [Google Scholar] [CrossRef]
  126. Yuanyuan, B.; Xiaoying, G.; Wei, L.; Siqin, Z.; Chao, H. Research progress on cathode materials for lithium-ion batteries. J. Solid State Electrochem. 2025, 29, 3595–3619. [Google Scholar] [CrossRef]
  127. Meng, L.; Wang, G.; See, K.W.; Wang, Y.; Zhang, Y.; Zang, C.; Zhou, R.; Xie, B. Large-Scale Li-Ion Battery Research and Application in Mining Industry. Energies 2022, 15, 3884. [Google Scholar] [CrossRef]
  128. Bette, S.; Hinrichsen, B.; Pfister, D.; Dinnebier E., R. A routine for the determination of the microstructure of stacking-faulted nickel cobalt aluminium hydroxide precursors for lithium nickel cobalt aluminium oxide battery materials. J. Appl. Crystallogr. 2020, 53, 76–87. [Google Scholar] [CrossRef]
  129. Zhang, G.; Li, M.; Ye, Z.; Chen, T.; Cao, J.; Yang, H.; Ma, C.; Jia, Z.; Xie, J.; Cui, N.; et al. Lithium Iron Phosphate and Nickel-Cobalt-Manganese Ternary Materials for Power Batteries: Attenuation Mechanisms and Modification Strategies. Chem. Mater. Sci. 2023. [Google Scholar] [CrossRef]
  130. Karim, A.; Fosse, S.; Persson, K.A. Surface structure and equilibrium particle shape of the LiMn2O4 spinel from first-principles calculations. Phys. Rev. B 2013, 87, 075322. [Google Scholar] [CrossRef]
  131. Battery University. BU-205: Types of Lithium-Ion. Available online: https://batteryuniversity.com/article/bu-205-types-of-lithium-ion (accessed on 3 November 2025).
  132. Zheng, J.; Myeong, S.; Cho, W.; Yan, P.; Xiao, J.; Wang, C.; Cho, J.; Zhang, J. Li- and Mn-Rich Cathode Materials: Challenges to Commercialization. Adv. Energy Mater. 2017, 7, 1601284. [Google Scholar] [CrossRef]
  133. Purwanto, A.; Yudha, C.S.; Ubaidillah, U.; Widiyandari, H.; Ogi, T.; Haerudin, H. NCA cathode material: Synthesis methods and performance enhancement efforts. Mater. Res. Express 2018, 5, 122001. [Google Scholar] [CrossRef]
  134. Nitta, N.; Wu, F.; Lee, J.T.; Yushin, G. Li-ion battery materials: Present and future. Mater. Today 2015, 18, 252–264. [Google Scholar] [CrossRef]
  135. Swain, B.P. (Ed.) Energy Materials: Structure, Properties and Applications. In Materials Horizons: From Nature to Nanomaterials; Springer Nature: Singapore, 2023. [Google Scholar] [CrossRef]
  136. Jena, K.K.; AlFantazi, A.; Mayyas, A.T. Comprehensive Review on Concept and Recycling Evolution of Lithium-Ion Batteries (LIBs). Energy Fuels 2021, 35, 18257–18284. [Google Scholar] [CrossRef]
  137. Sharifi-Asl, S.; Soto, F.A.; Nie, A.; Yuan, Y.; Asayesh-Ardakani, H.; Foroozan, T.; Yurkiv, V.; Song, B.; Mashayek, F.; Klie, R.F.; et al. Facet-Dependent Thermal Instability in LiCoO2. Nano Lett. 2017, 17, 2165–2171. [Google Scholar] [CrossRef]
  138. Wang, J.; Zhang, Q.; Sheng, J.; Liang, Z.; Ma, J.; Chen, Y.; Zhou, G.; Cheng, H.-M. Direct and green repairing of degraded LiCoO2 for reuse in lithium-ion batteries. Natl. Sci. Rev. 2022, 9, nwac097. [Google Scholar] [CrossRef]
  139. Fey, G.T.-K.; Lin, Y.Y.; Prem Kumar, T. Enhanced cyclability and thermal stability of LiCoO2 coated with cobalt oxides. Surf. Coat. Technol. 2005, 191, 68–75. [Google Scholar] [CrossRef]
  140. Chen, Y.-X.; Liu, T.-Y.; Brahma, S.; Huang, J.-L.; Liu, C.-P. Promoting stability and fast-charging capability of LiCoO2 thin-film battery achieving 500 Wh/kg energy density through MgO co-sputtering. Mater. Today Energy 2024, 40, 101486. [Google Scholar] [CrossRef]
  141. Geder, J.; Hoster, H.E.; Jossen, A.; Garche, J.; Yu, D.Y.W. Impact of active material surface area on thermal stability of LiCoO2 cathode. J. Power Sources 2014, 257, 286–292. [Google Scholar] [CrossRef]
  142. Nelson, P.A.; Gallagher, K.G.; Bloom, I.; Dees, D.W. Modeling the Performance and Cost of Lithium-Ion Batteries for Electric-Drive Vehicles (Second Edition); ANL-12/55; Argonne National Laboratory: Lemont, IL, USA, 2012. Available online: https://publications.anl.gov/anlpubs/2015/05/75574.pdf (accessed on 3 November 2025).
  143. Miller, J.L. Lithium-ion battery pioneers awarded Chemistry Nobel. Phys. Today 2019, 72, 20–24. [Google Scholar] [CrossRef]
  144. Hossain, R.B.; Sakib, S.M.; Rabbi, M.F.; Islam, S.; Roy, P.; Hasan, S. A Comprehensive Review of Blade Battery Technology for the Vehicle Industry. N. Am. Acad. Res. 2023, 6, 1–20. [Google Scholar] [CrossRef]
  145. Harlow, J.E.; Ma, X.; Li, J.; Logan, E.; Liu, Y.; Zhang, N.; Ma, L.; Glazier, S.L.; Cormier, M.M.E.; Genovese, M.; et al. A Wide Range of Testing Results on an Excellent Lithium-Ion Cell Chemistry to be used as Benchmarks for New Battery Technologies. J. Electrochem. Soc. 2019, 166, A3031–A3044. [Google Scholar] [CrossRef]
  146. Miao, Y.; Hynan, P.; Von Jouanne, A.; Yokochi, A. Current Li-Ion Battery Technologies in Electric Vehicles and Opportunities for Advancements. Energies 2019, 12, 1074. [Google Scholar] [CrossRef]
  147. Baazouzi, S.; Feistel, N.; Wanner, J.; Landwehr, I.; Fill, A.; Birke, K.P. Design, Properties, and Manufacturing of Cylindrical Li-Ion Battery Cells—A Generic Overview. Batteries 2023, 9, 309. [Google Scholar] [CrossRef]
  148. Chair of Production Engineering of E-Mobility Components (PEM), RWTH Aachen University. Lithium-Ion Battery Cell Production Process. 2018. Available online: https://www.pem.rwth-aachen.de/global/show_document.asp?id=aaaaaaaaabdqbtk (accessed on 3 November 2025).
  149. Horiba, T. Lithium-Ion Battery Systems. Proc. IEEE 2014, 102, 939–950. [Google Scholar] [CrossRef]
  150. Wierzbicki, T.; Sahraei, E. Homogenized mechanical properties for the jellyroll of cylindrical Lithium-ion cells. J. Power Sources 2013, 241, 467–476. [Google Scholar] [CrossRef]
  151. Löbberding, H.; Wessel, S.; Offermanns, C.; Kehrer, M.; Rother, J.; Heimes, H.; Kampker, A. From Cell to Battery System in BEVs: Analysis of System Packing Efficiency and Cell Types. World Electr. Veh. J. 2020, 11, 77. [Google Scholar] [CrossRef]
  152. Koloch, J.; Heienbrok, M.; Kasperek, M.; Lienkamp, M. From Cell to Pack: Empirical Analysis of the Correlations Between Cell Properties and Battery Pack Characteristics of Electric Vehicles. World Electr. Veh. J. 2025, 16, 484. [Google Scholar] [CrossRef]
  153. Hummes, D.N.; Hunt, J.; Hervé, B.B.; Schneider, P.S.; Montanari, P.M. A comparative study of different battery geometries used in electric vehicles. Lat. Am. J. Energy Res. 2023, 10, 94–114. [Google Scholar] [CrossRef]
  154. Bai, S.; Frigerio, N.; Matta, A. Current Status and Future Perspective in Electric Vehicle Battery Stacking: A Review. Energy Technol. 2025, 13, 2500042. [Google Scholar] [CrossRef]
  155. Wu, W.; Wang, G.; Wang, X.; Pang, T.; Qiu, J.; Guo, T. Structural Design and Analysis of Battery Cell Winding Machine. Acad. J. Sci. Technol. 2023, 8, 95–99. [Google Scholar] [CrossRef]
  156. TYCORUN Stacking Battery vs. Winding–Detail Comparison Analysis. Available online: https://www.tycorun.com/blogs/news/stacking-battery-vs-winding?srsltid=AfmBOorzr5rAohBb-1r--gTyo8YN_bvkBZH2zqpjo1tq5Ue_-H2ZFsun (accessed on 3 November 2025).
  157. Nguyen, D.M.; Scharmann, T.; Dröder, K. Material-adapted Gripping and Handling of PEO-based Cell Components for All-Solid State Battery Cell Stacking. TechRxiv 2023. [Google Scholar] [CrossRef]
  158. Wu, B.; Yang, Y.; Liu, D.; Niu, C.; Gross, M.; Seymour, L.; Lee, H.; Le, P.M.L.; Vo, T.D.; Deng, Z.D.; et al. Good Practices for Rechargeable Lithium Metal Batteries. J. Electrochem. Soc. 2019, 166, A4141–A4149. [Google Scholar] [CrossRef]
  159. Doyle, M.; Fuentes, Y. Computer Simulations of a Lithium-Ion Polymer Battery and Implications for Higher Capacity Next-Generation Battery Designs. J. Electrochem. Soc. 2003, 150, A706. [Google Scholar] [CrossRef]
  160. Quinn, J.B.; Waldmann, T.; Richter, K.; Kasper, M.; Wohlfahrt-Mehrens, M. Energy Density of Cylindrical Li-Ion Cells: A Comparison of Commercial 18650 to the 21700 Cells. J. Electrochem. Soc. 2018, 165, A3284–A3291. [Google Scholar] [CrossRef]
  161. Lee, Y.; Son, B.; Choi, J.; Kim, J.H.; Ryou, M.-H.; Lee, Y.M. Effect of back-side-coated electrodes on electrochemical performances of lithium-ion batteries. J. Power Sources 2015, 275, 712–719. [Google Scholar] [CrossRef]
  162. Sahraei, E.; Keshavarzi, M.M.; Zhang, X.; Lai, B. Mechanical Properties of Prismatic Li-Ion Batteries—Electrodes, Cells, and Stacks. J. Electrochem. Energy Convers. Storage 2022, 19, 041008. [Google Scholar] [CrossRef]
  163. Bouguern, M.D.; Madikere Raghunatha Reddy, A.K.; Li, X.; Deng, S.; Laryea, H.; Zaghib, K. Engineering Dry Electrode Manufacturing for Sustainable Lithium-Ion Batteries. Batteries 2024, 10, 39. [Google Scholar] [CrossRef]
  164. Willenberg, L.; Dechent, P.; Fuchs, G.; Teuber, M.; Eckert, M.; Graff, M.; Kürten, N.; Sauer, D.U.; Figgemeier, E. The Development of Jelly Roll Deformation in 18650 Lithium-Ion Batteries at Low State of Charge. J. Electrochem. Soc. 2020, 167, 120502. [Google Scholar] [CrossRef]
  165. Radloff, S.; Carbonari, G.; Scurtu, R.-G.; Hölzle, M.; Wohlfahrt-Mehrens, M. Fluorine-free water-based Ni-rich positive electrodes and their performance in pouch- and 21700-type cells. J. Power Sources 2023, 553, 232253. [Google Scholar] [CrossRef]
  166. Amietszajew, T.; McTurk, E.; Fleming, J.; Bhagat, R. Understanding the limits of rapid charging using instrumented commercial 18650 high-energy Li-ion cells. Electrochim. Acta 2018, 263, 346–352. [Google Scholar] [CrossRef]
  167. Yamazaki, M. Exclusive: Panasonic Aims to Boost Energy Density in Tesla Batteries by 20%—Executive. Reuters. Available online: https://www.reuters.com/article/technology/exclusive-panasonic-aims-to-boost-energy-density-in-tesla-batteries-by-20-ex-idUSKCN24V1DM (accessed on 3 November 2025).
  168. Ohneseit, S.; Finster, P.; Floras, C.; Lubenau, N.; Uhlmann, N.; Seifert, H.J.; Ziebert, C. Thermal and Mechanical Safety Assessment of Type 21700 Lithium-Ion Batteries with NMC, NCA and LFP Cathodes–Investigation of Cell Abuse by Means of Accelerating Rate Calorimetry (ARC). Batteries 2023, 9, 237. [Google Scholar] [CrossRef]
  169. EpecTec. Lithium Battery Cell Models and the Industry Shifts 21700 vs. 18650. Available online: https://www.epectec.com/articles/lithium-battery-cell-models-and-the-industry-shifts-21700-vs-18650.html (accessed on 3 November 2025).
  170. Pegel, H.; Grimm, A.; Frey, C.; Seefeldt, V.; Baazouzi, S.; Sauer, D.U. Manufacturing of tabless cylindrical lithium-ion cells: Quantifying the influence of cell dimensions and housing material via process-based cost modeling. J. Energy Storage 2024, 98, 112863. [Google Scholar] [CrossRef]
  171. BYD Battery Co., Ltd. BYD FC46120P 3.2 V LiFePO4 25 Ah Battery Cell. Available online: https://www.lifepo4batteryshop.com/products/byd-battery/byd-fc46120p-lifepo4-25ah-battery-cell.html (accessed on 3 November 2025).
  172. Batemo. BYD FC46120P—Cell Explorer. Available online: https://www.batemo.com/products/batemo-cell-explorer/byd-fc46120p (accessed on 3 November 2025).
  173. Neef, C. Potentials of 46 mm Cylindrical Cells: On the Way to the New Standard Format. Available online: https://www.isi.fraunhofer.de/de/blog/themen/batterie-update/46-mm-rundzellen-potenziale-standardformat-batteriezellen.html (accessed on 3 November 2025).
  174. Boris, T. Tesla Employee Gets NEW Model Y with 4680 Battery—‘One of the First’ Made from Giga Texas. Tech Times. Available online: https://www.techtimes.com/articles/274150/20220411/tesla-employee-tesla-tesla-model-y-4680-battery-tesla-model-y-giga-texas.htm (accessed on 3 November 2025).
  175. Lambert, F. Tesla Announces It Has Produced 1 Million Next-Gen 4680 Battery Cells. Electrek. Available online: https://electrek.co/2022/02/18/tesla-produced-1-million-next-gen-4680-battery-cell/ (accessed on 3 November 2025).
  176. Link, S.; Neef, C.; Wicke, T.; Hettesheimer, T.; Diehl, M.; Krätzig, O.; Degen, F.; Klein, F.; Fanz, P.; Burgard, M.; et al. Development Perspectives for Lithium-Ion Battery Cell Formats; Fraunhofer ISI: Karlsruhe, Germany, 2022. [Google Scholar] [CrossRef]
  177. Ank, M.; Sommer, A.; Abo Gamra, K.; Schöberl, J.; Leeb, M.; Schachtl, J.; Streidel, N.; Stock, S.; Schreiber, M.; Bilfinger, P.; et al. Lithium-Ion Cells in Automotive Applications: Tesla 4680 Cylindrical Cell Teardown and Characterization. J. Electrochem. Soc. 2023, 170, 120536. [Google Scholar] [CrossRef]
  178. Batemo GmbH. Panasonic Tesla Model Y 21700 Cell-Batemo Cell Explorer. Batemo. Available online: https://www.batemo.com/products/batemo-cell-explorer/panasonic-tesla-model-y (accessed on 3 November 2025).
  179. Kane, M. BMW To Use Round Battery Cells, 6 Gigafactories Confirmed. InsideEVs. Available online: https://insideevs.com/news/609420/bmw-round-battery-cells-6-gigafactories (accessed on 3 November 2025).
  180. BMW Group. Charge Faster, Drive Further: BMW Group Reveals Revolutionary Electric Drive Concept with 800 V Technology for the Neue Klasse. BMW Group Press Release. Available online: https://www.press.bmwgroup.com/global/article/detail/T0448099EN/charge-faster-drive-further%3A-bmw-group-reveals-revolutionary-electric-drive-concept-with-800v-technology-for-the-neue-klasse (accessed on 3 November 2025).
  181. Kane, M. BMW Promises 30% Faster Charging in the Upcoming Neue Klasse EVs. EV Charging Stations. Available online: https://evchargingstations.com/chargingnews/bmw-promises-30-faster-charging-in-the-upcoming-neue-klasse (accessed on 3 November 2025).
  182. Nunes, A.; See, C.Y.; Woodley, L.; Wang, S.; Liu, G. Estimating the tipping point for lithium iron phosphate batteries. Appl. Energy 2025, 377, 124734. [Google Scholar] [CrossRef]
  183. Pandey, N.; Nandikes, G.; Pathak, P.; Ilyas, S.; Srivastava, R.R. Material feasibility and environmental impacts of critical metals in NMC cathodes under a sustainable framework for electric vehicles. Sustain. Energy Fuels 2025, 9, 4933–4943. [Google Scholar] [CrossRef]
  184. Doll, S. BMW Confirms It Will Adopt Tesla’s 4680 Cell Format, Pledging Billions of Dollars for Six Global Battery Factories. Electrek. Available online: https://electrek.co/2022/09/09/bmw-confirms-it-will-adopt-teslas-4680-cells-pledging-six-ev-battery-factories (accessed on 3 November 2025).
  185. Batemo GmbH. Batemo Cell Explorer—A Library of the Most Accurate Battery Cell Models. Batemo. Available online: https://www.batemo.com/products/batemo-cell-explorer (accessed on 3 November 2025).
  186. Panasonic Energy Co., Ltd. Lithium-Ion Batteries—Products—Panasonic Energy Co., Ltd. Panasonic Energy. Available online: https://energy.panasonic.com/na/business/products/lithium-ion (accessed on 3 November 2025).
  187. LG Energy Solution. Cell (LGES Spec Sheet Cells 2024). 2024. Available online: https://www.lgensol.com/assets/file/LGES_spec_sheet_cells_2024.pdf (accessed on 3 November 2025).
  188. Molicel. Product Data Sheet of INR-21700-M65A (80153-0.1). 2025. Available online: https://www.molicel.com/wp-content/uploads/2025-Product-Data-Sheet-of-INR-21700-M65A-80153-0.1_250620.pdf (accessed on 3 November 2025).
  189. E-One Moli Energy Corporation. Product Data Sheet of INR-21700-M65A (80153). 2025. Available online: https://www.molicel.com/wp-content/uploads/Product-Data-Sheet-of-INR-21700-P60B_80145 (accessed on 3 December 2025).
  190. About:Energy. Molicel INR-21700-P60B. 2025. Available online: https://www.aboutenergy.io/cell-library-/molicel-inr-21700-p60b (accessed on 3 December 2025).
  191. Sathyakam, P.U. A cell level design and analysis of lithium-ion battery packs. Ionics 2025, 31, 413–425. [Google Scholar] [CrossRef]
  192. Pegel, H.; Wycisk, D.; Sauer, D.U. Influence of cell dimensions and housing material on the energy density and fast-charging performance of tabless cylindrical lithium-ion cells. Energy Storage Mater. 2023, 60, 102796. [Google Scholar] [CrossRef]
  193. Camargos, P.H.; Dos Santos, P.H.J.; Dos Santos, I.R.; Ribeiro, G.S.; Caetano, R.E. Perspectives on Li-ion battery categories for electric vehicle applications: A review of state of the art. Int. J. Energy Res. 2022, 46, 19258–19268. [Google Scholar] [CrossRef]
  194. Guo, J.; Liu, F.; Xu, Y.; Han, B.; Li, M. Optimization Design and Numerical Study of Liquid-Cooling Structure for Cylindrical Lithium-Ion Battery Pack. J. Energy Eng. 2021, 147, 04021017. [Google Scholar] [CrossRef]
  195. He, C.; Li, M.; Wang, F.; Zheng, J. Simulation study of a cylindrical battery module. J. Energy Storage 2022, 48, 104000. [Google Scholar] [CrossRef]
  196. Batemo GmbH. muRata US21700-VTC6A—Batemo Cell Explorer. Batemo. Available online: https://www.batemo.com/fr/products/batemo-cell-explorer/murata-us21700-vtc6a (accessed on 3 November 2025).
  197. Kang, J.; Jia, Y.; Zhu, G.; Wang, J.V.; Huang, B.; Fan, Y. How electrode thicknesses influence performance of cylindrical lithium-ion batteries. J. Energy Storage 2022, 46, 103827. [Google Scholar] [CrossRef]
  198. Li, S.; Marzook, M.W.; Zhang, C.; Offer, G.J.; Marinescu, M. How to enable large format 4680 cylindrical lithium-ion batteries. Appl. Energy 2023, 349, 121548. [Google Scholar] [CrossRef]
  199. Gorsch, J.; Schneiders, J.; Frieges, M.; Kisseler, N.; Klohs, D.; Heimes, H.; Kampker, A.; Muñoz Castro, M.; Siebecke, E. Contrasting a BYD Blade prismatic cell and Tesla 4680 cylindrical cell with a teardown analysis of design and performance. Cell Rep. Phys. Sci. 2025, 6, 102453. [Google Scholar] [CrossRef]
  200. BYD. BYD 46120 LiFePO4 Cell 25, Ah. Available online: https://www.evlithium.com/LiFePO4-Battery/byd-25ah-46120-lifepo4-battery-cell.html (accessed on 3 November 2025).
  201. Song, L.; Zheng, Y.; Xiao, Z.; Wang, C.; Long, T. Review on Thermal Runaway of Lithium-Ion Batteries for Electric Vehicles. J. Electron. Mater. 2022, 51, 30–46. [Google Scholar] [CrossRef]
  202. Molaiyan, P.; Valikangas, J.; Sliz, R.; Ramteke, D.D.; Hu, T.; Paolella, A.; Fabritius, T.; Lassi, U. Screen-Printed Composite LiFePO4 -LLZO Cathodes Towards Solid-State Li-ion Batteries. ChemElectroChem 2024, 11, e202400051. [Google Scholar] [CrossRef]
  203. Stravova, Z.; Klvac, O.; Bana, J.; Anothumakkool, B.; Zikmund, T.; Blazek, P.; Kaiser, J.; Kazda, T. Comprehensive study of rapid capacity fade in prismatic Li-ion cells with flexible packaging. Sci. Rep. 2024, 14, 28546. [Google Scholar] [CrossRef] [PubMed]
  204. Heugel, P.; Märkle, W.; Deich, T.; Von Kessel, O.; Tübke, J. Thickness change and jelly roll deformation and its impact on the aging and lifetime of commercial 18650 cylindrical Li-ion cells with silicon containing anodes and nickel-rich cathodes. J. Energy Storage 2022, 53, 105101. [Google Scholar] [CrossRef]
  205. Gungor, S.; Gocmen, S.; Cetkin, E. A review on battery thermal management strategies in lithium-ion and post-lithium batteries for electric vehicles. J. Therm. Eng. 2023, 9, 1078–1099. [Google Scholar] [CrossRef]
  206. Epec Engineered Technologies. Prismatic & Pouch Battery Packs. Epec Engineered Technologies. Available online: https://www.epectec.com/batteries/prismatic-pouch-packs.html (accessed on 3 November 2025).
  207. Rapp, S. Optimising Tab Welding in Lithium-Ion Battery Manufacturing: On the Advantages of Laser Welding over Ultrasonic Welding, KTH Royal Institute of Technology. 2024. Available online: http://www.diva-portal.org/smash/get/diva2:1883229/FULLTEXT01.pdf (accessed on 3 November 2025).
  208. Zeng, Y.; Chalise, D.; Fu, Y.; Schaadt, J.; Kaur, S.; Battaglia, V.; Lubner, S.D.; Prasher, R.S. Operando spatial mapping of lithium concentration using thermal-wave sensing. Joule 2021, 5, 2195–2210. [Google Scholar] [CrossRef]
  209. Lubner, S.D.; Kaur, S.; Fu, Y.; Battaglia, V.; Prasher, R.S. Identification and characterization of the dominant thermal resistance in lithium-ion batteries using operando 3-omega sensors. J. Appl. Phys. 2020, 127, 105104. [Google Scholar] [CrossRef]
  210. Kang, L. Global EV Battery Market Share in 2024: CATL 37.9%, BYD 17.2%. CnEVPost. Available online: https://cnevpost.com/2025/02/11/global-ev-battery-market-share-2024 (accessed on 3 November 2025).
  211. Knehr, K.; Kubal, J.; Ahmed, S. Cost Analysis and Projections for U.S.-Manufactured Automotive Lithium-Ion Batteries; Argonne National Laboratory: Argonne, IL, USA, 2024. [Google Scholar] [CrossRef]
  212. International Energy Agency. Lectric Vehicle Batteries—Global EV Outlook 2025. IEA. Available online: https://www.iea.org/reports/global-ev-outlook-2025/electric-vehicle-batteries (accessed on 3 November 2025).
  213. Ioakimidis, C.; Murillo-Marrodán, A.; Bagheri, A.; Thomas, D.; Genikomsakis, K. Life Cycle Assessment of a Lithium Iron Phosphate (LFP) Electric Vehicle Battery in Second Life Application Scenarios. Sustainability 2019, 11, 2527. [Google Scholar] [CrossRef]
  214. Sharma, S.S.; Manthiram, A. Towards more environmentally and socially responsible batteries. Energy Environ. Sci. 2020, 13, 4087–4097. [Google Scholar] [CrossRef]
  215. Yu, G. The Analysis on the Principle and Advantages of Blade Battery of BYD—A Domestic New Energy Manufacturer. SHS Web Conf. 2022, 144, 02003. [Google Scholar] [CrossRef]
  216. Pesaran, A.A.; Kim, G.-H.; Keyser, M. Integration Issues of Cells into Battery Packs for Plug-in and Hybrid Electric Vehicles: Preprint. Available online: https://docs.nrel.gov/docs/fy09osti/45779.pdf (accessed on 3 November 2025).
  217. Saber, N.; Richter, C.P.; Unnthorsson, R. Review of Thermal Management Techniques for Prismatic Li-Ion Batteries. Energies 2025, 18, 492. [Google Scholar] [CrossRef]
  218. Zhao, W.; Luo, G.; Wang, C.-Y. Effect of tab design on large-format Li-ion cell performance. J. Power Sources 2014, 257, 70–79. [Google Scholar] [CrossRef]
  219. He, L.; Sun, H.; Jiang, W.; Lu, Z.; Zheng, W.; Tang, J.; Zhu, Y.; Wang, X.; He, K. Cell, Power Battery Pack, and Electric Vehicle. U.S. Patent 1,211,322,7B2, 18 April 2024. Available online: https://patents.google.com/patent/US12113227B2/en (accessed on 3 November 2025).
  220. Zhang, C.; Wang, S.; Liu, Z.; Li, Y.; Sun, Z.; Jing, H.; Gao, X.; Hu, W.; Yang, H.; Xu, C.; et al. Experimental investigation on the venting gas of cell-to-pack lithium-ion battery module during thermal runaway. J. Energy Storage 2024, 88, 111533. [Google Scholar] [CrossRef]
  221. Contemporary Amperex Technology Co., Limited (CATL). Commercial Application Solutions. Available online: https://www.catl.com/en/uploads/1/file/public/202209/20220918134126_2tgy3nkw7v.pdf (accessed on 3 November 2025).
  222. Ufine. BYD Blade Battery—Comprehensive Guide. Ufine Blog. Available online: https://www.ufinebattery.com/blog/byd-blade-battery-comprehensive-guide/ (accessed on 3 November 2025).
  223. Yang, Y.; Liu, S. Quasi-solid-state electrolyte for ultra-high safety and cycle stability battery. arXiv 2022. [Google Scholar] [CrossRef]
  224. Gupta, H.; Singh, R.K. Ionic Liquid-Based Gel Polymer Electrolytes for Application in Rechargeable Lithium Batteries. In Energy Storage Battery Systems—Fundamentals and Applications; Haider, S., Haider, A., Khodaei, M., Chen, L., Eds.; IntechOpen: London, UK, 2020. [Google Scholar] [CrossRef]
  225. Frith, J.T.; Lacey, M.J.; Ulissi, U. A non-academic perspective on the future of lithium-based batteries. Nat. Commun. 2023, 14, 420. [Google Scholar] [CrossRef]
  226. Infinite Power HT. What Is a Blade Battery? What Are the Advantages of Blade Batteries in New Energy. Available online: https://www.infinitepowerht.com/what-is-a-blade-battery-top-advantages-in-new-energy-explained.html (accessed on 3 November 2025).
  227. He, L.; Sun, H.; Jiang, W.; Lu, Z.; Zheng, W.; Tang, J.; Zhu, Y.; Wang, X.; He, K. Battery Pack, Vehicle, and Energy Storage Device. U.S. Patent 2,024,012,856,5A1, 8 October 2024. Available online: https://patents.google.com/patent/US20240128565A1/en (accessed on 3 November 2025).
  228. Wang, H.; Wang, Q.; Zhao, Z.; Jin, C.; Xu, C.; Huang, W.; Yuan, Z.; Wang, S.; Li, Y.; Zhao, Y.; et al. Thermal runaway propagation behavior of the Cell-to-Pack battery system. J. Energy Chem. 2023, 84, 162–172. [Google Scholar] [CrossRef]
  229. Sampaio, R.F.V.; Zwicker, M.F.R.; Pragana, J.P.M.; Bragança, I.M.F.; Silva, C.M.A.; Nielsen, C.V.; Martins, P.A.F. Busbars for e-mobility: State-of-the-Art Review and a New Joining by Forming Technology. In Mechanical and Industrial Engineering; Materials Forming, Machining and Tribology; Davim, J.P., Ed.; Springer International Publishing: Cham, Switzerland, 2022; pp. 111–141. [Google Scholar] [CrossRef]
  230. BYD Co., Ltd. BYD’s Revolutionary Blade Battery: All You Need to Know. 2023. Available online: https://www.byd.com/eu/blog/BYDs-revolutionary-Blade-Battery-all-you-need-to-know (accessed on 3 November 2025).
  231. Hasan, S.; Bashar, S.A.; Tamzid, A.A.N.; Hossain, R.B.; Haque, M.A.; Rahaman, M.F. Can the future of electric vehicles be changed by BYD blade battery?—A short review. 2023. Available online: https://www.researchgate.net/profile/Md-Rahaman-106/publication/371956754_Can_the_future_of_electric_vehicles_be_changed_by_BYD_blade_battery-A_short_review/links/649e86618de7ed28ba673af6/Can-the-future-of-electric-vehicles-be-changed-by-BYD-blade-battery-A-short-review.pdf (accessed on 3 November 2025).
  232. Steinhardt, M.; Gillich, E.I.; Stiegler, M.; Jossen, A. Thermal conductivity inside prismatic lithium-ion cells with dependencies on temperature and external compression pressure. J. Energy Storage 2020, 32, 101680. [Google Scholar] [CrossRef]
  233. Marzook, M.W.; Hales, A.; Patel, Y.; Offer, G.; Marinescu, M. Thermal evaluation of lithium-ion batteries: Defining the cylindrical cell cooling coefficient. J. Energy Storage 2022, 54, 105217. [Google Scholar] [CrossRef]
  234. Frank, A.; Sturm, J.; Steinhardt, M.; Rheinfeld, A.; Jossen, A. Impact of Current Collector Design and Cooling Topology on Fast Charging of Cylindrical Lithium-Ion Batteries. ECS Adv. 2022, 1, 040502. [Google Scholar] [CrossRef]
  235. Beck, D.; Dechent, P.; Junker, M.; Sauer, D.U.; Dubarry, M. Inhomogeneities and Cell-to-Cell Variations in Lithium-Ion Batteries, a Review. Energies 2021, 14, 3276. [Google Scholar] [CrossRef]
  236. Rowden, B.; Garcia-Araez, N. A review of gas evolution in lithium ion batteries. Energy Rep. 2020, 6, 10–18. [Google Scholar] [CrossRef]
  237. Chen, K.; Hou, J.; Song, M.; Wang, S.; Wu, W.; Zhang, Y. Design of battery thermal management system based on phase change material and heat pipe. Appl. Therm. Eng. 2021, 188, 116665. [Google Scholar] [CrossRef]
  238. Wu, W.; Yang, X.; Zhang, G.; Chen, K.; Wang, S. Experimental investigation on the thermal performance of heat pipe-assisted phase change material based battery thermal management system. Energy Convers. Manag. 2017, 138, 486–492. [Google Scholar] [CrossRef]
  239. Nur Halimah, P.; Rahardian, S.; Budiman, B.A. Battery Cells for Electric Vehicles. Int. J. Sustain. Transp. Technol. 2019, 2, 54–57. [Google Scholar] [CrossRef]
  240. Reid, H.T.; Singh, G.; Palin, E.; Dai, Y.; Zong, W.; Somerville, L.; Shearing, P.R.; Robinson, J.B. Key considerations for cell selection in electric vertical take off and landing vehicles: A perspective. EES Batter. 2025, 1, 227–241. [Google Scholar] [CrossRef]
  241. Li, A.C.T.; Li, W.; Chin, C.M.M.; Garg, A.; Gao, L. Multidisciplinary optimal design of prismatic lithium-ion battery with an improved thermal management system for electric vehicles. Energy Storage 2021, 3, e217. [Google Scholar] [CrossRef]
  242. Broatch, A.; Olmeda, P.; Margot, X.; Agizza, L. A Physical-Based Electro-Thermal Model for a Prismatic LFP Lithium-Ion Cell Thermal Analysis. Energies 2025, 18, 1281. [Google Scholar] [CrossRef]
  243. Li, K.; Gao, X.; Wang, S.; Peng, S.; Zhang, W.; Wu, W.; Wang, H.; Liu, P.; Han, X.; Cao, Y.; et al. Comparative analysis of multidimensional signals evolution in prismatic and pouch LiFePO4 batteries under thermal abuse. Appl. Energy 2024, 372, 123818. [Google Scholar] [CrossRef]
  244. Madaoui, S.; Guzowski, B.; Gozdur, R.; Dimitrova, Z.; Audiot, N.; Sabatier, J.; Vinassa, J.-M.; Guillemard, F. Assessment of a Top and Bottom Cooling Strategy for Prismatic Lithium-Ion Cells Intended for Automotive Use. Batteries 2024, 10, 403. [Google Scholar] [CrossRef]
  245. Guo, Y.; Zhang, Q.; Wei, J.; Hu, Y.; Liu, X.; Huang, S.; Pang, C. Advances and industrialization of LiFePO4 cathodes in electric vehicles: Challenges, innovations, and future directions. J. Mater. Chem. A 2025, 13, 17271–17283. [Google Scholar] [CrossRef]
  246. Contemporary Amperex Technology Co., Limited. Qilin CTP 3.0 Battery Technology. CATL. Available online: https://www.catl.com/en/technologybrand/959.htm (accessed on 3 November 2025).
  247. Yellumahanti, S. Effect of Pre-Compression Force on Performance of NMC Prismatic Battery, Uppsala University, Department of Chemistry—Ångström. 2025. Available online: https://www.diva-portal.org/smash/get/diva2:1984484/FULLTEXT01.pdf (accessed on 3 November 2025).
  248. Yuan, J.; Zhang, Y.; Chen, F.; Gu, Z. An overview of Joule heating in energy storage materials and applications. J. Mater. Chem. C 2024, 12, 14729–14753. [Google Scholar] [CrossRef]
  249. Ihuaenyi, R.C.; Fang, R.; Sreedevi Ashok, A.; Condon, A.; Jiao, J.; Attia, P.M.; Li, W.; Zhu, J. Lifetime extension of aged Li-ion prismatic batteries via mechanical constraints. Cell Rep. Phys. Sci. 2025, 6, 102685. [Google Scholar] [CrossRef]
  250. Kwon, B.; Schraiber, A.; Jeevarajan, J.A. Evaluating Fire and Smoke Risks with Lithium-Ion Cells, Modules, and Batteries. ACS Energy Lett. 2024, 9, 5319–5328. [Google Scholar] [CrossRef]
  251. Evro, S.; Ajumobi, A.; Mayon, D.; Tomomewo, O.S. Navigating battery choices: A comparative study of lithium iron phosphate and nickel manganese cobalt battery technologies. Future Batter. 2024, 4, 100007. [Google Scholar] [CrossRef]
  252. EVE Energy. Innovation Drives Development, Leading the TWh-Era of Energy Storage—EVE Energy Has Launched the LF560K Energy Storage Battery. 2022. Available online: https://www.evebattery.hu/en/news-1261 (accessed on 3 November 2025).
  253. LiFePO4.com.au. EVE MB56 LF560K 628 Ah 3.2 V LiFePO4 A-Grade Cell. Available online: https://lifepo4.com.au/shop/cells-lifepo4/eve/automotive-grade/eve-mb56-lf560k-628ah-3-2v-lfp-agrade (accessed on 3 November 2025).
  254. Melançon, S. The Evolution of Pouch Cell Battery Pack Designs. Available online: https://www.laserax.com/blog/pouch-cell-battery-pack-designs (accessed on 3 November 2025).
  255. Kepler, K.D.; Vermeulen, R.; Hailey, P.; Larson, A. Rechargeable Battery Pack and Method of Assembling the Same. U.S. Patent 2,014,020,588,2A1, 24 July 2014. Available online: https://patents.google.com/patent/US20140205882A1 (accessed on 3 November 2025).
  256. Müller-Welt, P.; Bause, K.; Albers, A. Battery System Optimization Using Format Flexible Pouch Cells—Literature Review and Research Methodology. Procedia CIRP 2023, 119, 1078–1083. [Google Scholar] [CrossRef]
  257. Vamsï, A.; Ansarï, J.; Mk, S.; Pany, C.; John, B.; SamrïDh, A.; Td, M. Structural design and testing of pouch cells. J. Energy Syst. 2021, 5, 80–91. [Google Scholar] [CrossRef]
  258. Li, L.; Zheng, P.; Yang, T.; Sturges, R.; Ellis, M.W.; Li, Z. Disassembly Automation for Recycling End-of-Life Lithium-Ion Pouch Cells. JOM 2019, 71, 4457–4464. [Google Scholar] [CrossRef]
  259. Kim, K.; Chan, C.K. Design parameters affecting mechanical failure and electrochemical degradation of ultrathin Li-ion pouch cells under repeated flexing. Front. Batter. Electrochem. 2024, 3, 1371167. [Google Scholar] [CrossRef]
  260. Schommer, A.; Corzo, M.O.; Henshall, P.; Morrey, D.; Collier, G. Stack pressure on lithium-ion pouch cells: A comparative study of constant pressure and fixed displacement devices. J. Power Sources 2025, 629, 236019. [Google Scholar] [CrossRef]
  261. Langner, T.; Sieber, T.; Rietig, A.; Merk, V.; Pfeifer, L.; Acker, J. A phenomenological and quantitative view on the degradation of positive electrodes from spent lithium-ion batteries in humid atmosphere. Sci. Rep. 2023, 13, 5671. [Google Scholar] [CrossRef]
  262. Aalund, R.; Endreddy, B.; Pecht, M. How Gas Generates in Pouch Cells and Affects Consumer Products. Front. Chem. Eng. 2022, 4, 828375. [Google Scholar] [CrossRef]
  263. Howard, G.; Gill, J.; Buston, J. Experimental Understanding of Gas Volumes and Forces Generated Due to Swelling During Lithium-Ion Pouch Cell Failure. HAZARDS 31 2021. Available online: https://www.icheme.org/media/17628/hazards-31-paper-44-howard.pdf (accessed on 3 November 2025).
  264. Nayfeh, Y.; Vittitoe, J.C.; Li, X. Quantifying the Aging of Lithium-Ion Pouch Cells Using Pressure Sensors. Batteries 2024, 10, 333. [Google Scholar] [CrossRef]
  265. Jayaraj, M.K.; Antony, A.; Subha, P.P. (Eds.) Energy Harvesting and Storage: Fundamentals and Materials. In Energy Systems in Electrical Engineering; Springer Nature: Singapore, 2022. [Google Scholar] [CrossRef]
  266. Leonard, A.; Planden, B.; Lukow, K.; Morrey, D. Investigation of constant stack pressure on lithium-ion battery performance. J. Energy Storage 2023, 72, 108422. [Google Scholar] [CrossRef]
  267. Werner, D.; Paarmann, S.; Wetzel, T. Calendar Aging of Li-Ion Cells—Experimental Investigation and Empirical Correlation. Batteries 2021, 7, 28. [Google Scholar] [CrossRef]
  268. Mishra, G.K.; Gautam, M.; Bhawana, K.; Ghosh, J.; Mitra, S. High energy density lithium-ion pouch cell with modified high voltage lithium cobalt oxide cathode and graphite anode: Prototype stabilization, electrochemical and thermal study. J. Power Sources 2023, 580, 233395. [Google Scholar] [CrossRef]
  269. Zhuang, Z.; Wang, J.; Jia, K.; Ji, G.; Ma, J.; Han, Z.; Piao, Z.; Gao, R.; Ji, H.; Zhong, X.; et al. Ultrahigh-Voltage LiCoO2 at 4.7 V by Interface Stabilization and Band Structure Modification. Adv. Mater. 2023, 35, e2212059. [Google Scholar] [CrossRef] [PubMed]
  270. Apple Inc. About the Battery and Performance of iPhone 11 and Later. Available online: https://support.apple.com/en-om/106348 (accessed on 3 November 2025).
  271. Laserax. Six Types of Lithium-Ion Batteries. Available online: https://www.southamptontownny.gov/DocumentCenter/View/29389/Six-Types-of-Lithium-Ion-Batteries---Laserax (accessed on 3 November 2025).
  272. Large-Battery. Key Differences Between NMC and LCO Battery. Available online: https://www.large-battery.com/blog/key-differences-nmc-vs-lco-battery (accessed on 3 November 2025).
  273. Chavan, S.; Venkateswarlu, B.; Salman, M.; Liu, J.; Pawar, P.; Joo, S.W.; Choi, G.S.; Kim, S.C. Thermal management strategies for lithium-ion batteries in electric vehicles: Fundamentals, recent advances, thermal models, and cooling techniques. Int. J. Heat Mass Transf. 2024, 232, 125918. [Google Scholar] [CrossRef]
  274. Batemo GmbH. LG Chem E66A-Cell Explorer 2020. Available online: https://www.batemo.com/products/batemo-cell-explorer/lg-chem-e66a (accessed on 3 November 2025).
  275. National Highway Traffic Safety Administration (NHTSA). The 2019 Audi e-Tron Introduction (TSB MC-10155750-9999); U.S. Department of Transportation: Washington, DC, USA, 2019. Available online: https://static.nhtsa.gov/odi/tsbs/2019/MC-10155750-9999.pdf (accessed on 3 November 2025).
  276. Kane, M. Audi e-Tron: Under the Skin, Battery Pack, Motors & More. InsideEVs. September 2018. Available online: https://insideevs.com/news/340435/audi-e-tron-under-the-skin-battery-pack-motors-amp-more/ (accessed on 3 November 2025).
  277. BatteryDesign. net. LG E66a. Available online: https://www.batterydesign.net/lg-e66a/ (accessed on 3 November 2025).
  278. LG Energy Solution. LG Energy Solution to Invest KRW 7.2 Trillion to Build Battery Manufacturing Complex in Arizona, Step Up EV and ESS Battery Production in North America. May 2023. Available online: https://news.lgensol.com/company-news/press-releases/1613/ (accessed on 3 November 2025).
  279. General Motors. Ultium Cells to Upgrade Tennessee Plant for Low-Cost EV Battery Cell Production. 14 July 2024. Available online: https://news.gm.com/home.detail.html/Pages/news/us/en/2025/jul/0714-Ultium-Cells-upgrade-Tennessee-plant-low-cost-EV-battery-cell-production.html (accessed on 3 November 2025).
  280. Ue, M.; Sakaushi, K.; Uosaki, K. Basic knowledge in battery research bridging the gap between academia and industry. Mater. Horiz. 2020, 7, 1937–1954. [Google Scholar] [CrossRef]
  281. Savina, A.A.; Abakumov, A.M. Benchmarking the electrochemical parameters of the LiNi0.8Mn0.1Co0.1O2 positive electrode material for Li-ion batteries. Heliyon 2023, 9, e21881. [Google Scholar] [CrossRef] [PubMed]
  282. Julien, C.M.; Mauger, A. NCA, NCM811, and the Route to Ni-Richer Lithium-Ion Batteries. Energies 2020, 13, 6363. [Google Scholar] [CrossRef]
  283. Chandra, G.; Kashyap, S.J.; Sreedhara, S.S.; Bulusu, S.V.; Ananthula, V.V.; R., V.; Rao, T.N.; Srinivasan, A. Enhanced stability and high-yield LiFePO4/C derived from low-cost iron precursors for high-energy Li-ion batteries. J. Energy Storage 2023, 72, 108453. [Google Scholar] [CrossRef]
  284. Bree, G.; Zhao, J.; Majherova, V.; Proprentner, D.; Paez Fajardo, G.J.; Piper, L.F.J. Practical Pathways to Higher Energy Density LMFP Battery Cathodes. Energy Fuels 2025, 39, 3683–3689. [Google Scholar] [CrossRef]
  285. Wise, A.M.; Ban, C.; Weker, J.N.; Misra, S.; Cavanagh, A.S.; Wu, Z.; Li, Z.; Whittingham, M.S.; Xu, K.; George, S.M.; et al. Effect of Al2O3 Coating on Stabilizing LiNi0.4Mn0.4Co0.2O2 Cathodes. Chem. Mater. 2015, 27, 6146–6154. [Google Scholar] [CrossRef]
  286. Li, H.; Zhou, H. Enhancing the performances of Li-ion batteries by carbon-coating: Present and future. Chem. Commun. 2012, 48, 1201–1217. [Google Scholar] [CrossRef] [PubMed]
  287. Chen, Z.; Zhang, Q.; Liang, Q. Carbon-Coatings Improve Performance of Li-Ion Battery. Nanomaterials 2022, 12, 1936. [Google Scholar] [CrossRef] [PubMed]
  288. Yaroslavtsev, A.B.; Stenina, I.A. Carbon coating of electrode materials for lithium-ion batteries. Surf. Innov. 2021, 9, 92–110. [Google Scholar] [CrossRef]
  289. Nisar, U.; Muralidharan, N.; Essehli, R.; Amin, R.; Belharouak, I. Valuation of Surface Coatings in High-Energy Density Lithium-ion Battery Cathode Materials. Energy Storage Mater. 2021, 38, 309–328. [Google Scholar] [CrossRef]
  290. Li, P.; Kim, H.; Myung, S.-T.; Sun, Y.-K. Diverting Exploration of Silicon Anode into Practical Way: A Review Focused on Silicon-Graphite Composite for Lithium Ion Batteries. Energy Storage Mater. 2021, 35, 550–576. [Google Scholar] [CrossRef]
  291. Bhat, A.L.; Su, Y. Unraveling the Coulombic Efficiency Trough of Silicon Anodes in Li-Ion Batteries. Small Sci. 2025, 5, 2500131. [Google Scholar] [CrossRef]
  292. Zhang, C.; Wang, F.; Han, J.; Bai, S.; Tan, J.; Liu, J.; Li, F. Challenges and Recent Progress on Silicon-Based Anode Materials for Next-Generation Lithium-Ion Batteries. Small Struct. 2021, 2, 2100009. [Google Scholar] [CrossRef]
  293. Obrovac, M.N.; Chevrier, V.L. Alloy Negative Electrodes for Li-Ion Batteries. Chem. Rev. 2014, 114, 11444–11502. [Google Scholar] [CrossRef]
  294. Cheng, H.-M.; Li, F. Charge delivery goes the distance. Science 2017, 356, 582–583. [Google Scholar] [CrossRef]
  295. Fraunhofer ISI. Lithium-Ion Battery Roadmap—Industrialization Perspectives Toward 2030. 2023. Available online: https://www.isi.fraunhofer.de/content/dam/isi/dokumente/cct/2023/Fraunhofer-ISI_LIB-Roadmap-2023.pdf (accessed on 3 November 2025).
  296. Fabrice RENARD. Key challenges to setup a competitive LFP supply chain to serve the European market. Presented at the Battery Show Europe, Stuttgart, Germany, 3–5 June 2025. [Google Scholar]
  297. Hannah, R. The Price of Batteries Has Declined by 97% in the Last Three Decades. Our World Data. 2021. Available online: https://ourworldindata.org/battery-price-decline (accessed on 3 November 2025).
  298. Our World in Data. Lithium-Ion Battery Cell Price—Average Price of Battery Cells per kWh. Available online: https://ourworldindata.org/grapher/average-battery-cell-price (accessed on 3 November 2025).
  299. Kim, Y.; Seong, W.M.; Manthiram, A. Cobalt-free, high-nickel layered oxide cathodes for lithium-ion batteries: Progress, challenges, and perspectives. Energy Storage Mater. 2021, 34, 250–259. [Google Scholar] [CrossRef]
  300. Natural Resources Canada. Cobalt Facts. March 2025. Available online: https://natural-resources.canada.ca/minerals-mining/mining-data-statistics-analysis/minerals-metals-facts/cobalt-facts (accessed on 3 November 2025).
  301. Natural Resources Canada. Nickel Facts. Available online: https://natural-resources.canada.ca/minerals-mining/mining-data-statistics-analysis/minerals-metals-facts/nickel-facts (accessed on 3 November 2025).
  302. Natural Resources Canada. Lithium Facts. March 2025. Available online: https://natural-resources.canada.ca/minerals-mining/mining-data-statistics-analysis/minerals-metals-facts/lithium-facts (accessed on 3 November 2025).
  303. Anderson, P. Cobalt and Corruption: The Influence of Multinational Firms and Foreign States on the Democratic Republic of the Congo. J. Glob. Bus. Community 2023, 14, 72664. [Google Scholar] [CrossRef]
  304. Williams, J.T.; Mambu Vangu, A.; Balu Mabiala, H.; Bambi Mangungulu, H.; Tissingh, E.K. Toxicity in the supply chain: Cobalt, orthopaedics, and the Democratic Republic of the Congo. Lancet Planet. Health 2021, 5, e327–e328. [Google Scholar] [CrossRef]
  305. Khakmardan, S.; Rolinck, M.; Cerdas, F.; Herrmann, C.; Giurco, D.; Crawford, R.; Li, W. Comparative Life Cycle Assessment of Lithium Mining, Extraction, and Refining Technologies: A Global Perspective. Procedia CIRP 2023, 116, 606–611. [Google Scholar] [CrossRef]
  306. Avicenne Energy. Reports—Energy (Battery & Rechargeable Battery Market Analyses). June 2025. Available online: https://www.avicenne.com/reports_energy.php (accessed on 3 November 2025).
  307. Argonne National Laboratory. Estimated Cost of EV Batteries: 2019–2024 (for GPRA Reporting). August 2024. Available online: https://www.anl.gov/sites/www/files/2024-08/EV%20Costs%202024%20for%20GPRA%20reporting%20%28August%2019%2C%202024%29.pdf (accessed on 3 November 2025).
  308. Duffner, F.; Mauler, L.; Wentker, M.; Leker, J.; Winter, M. Large-scale automotive battery cell manufacturing: Analyzing strategic and operational effects on manufacturing costs. Int. J. Prod. Econ. 2021, 232, 107982. [Google Scholar] [CrossRef]
  309. Spielbauer, M.; Steinhardt, M.; Singer, J.; Aufschläger, A.; Bohlen, O.; Jossen, A. Influence of Breathing and Swelling on the Jelly-Roll Case Gap of Cylindrical Lithium-Ion Battery Cells. Batteries 2022, 9, 6. [Google Scholar] [CrossRef]
  310. Soldan Cattani, N.; Noronha, E.; Schmied, J.; Frieges, M.; Heimes, H.; Kampker, A. Comparative Cost Modeling of Battery Cell Formats and Chemistries on a Large Production Scale. Batteries 2024, 10, 252. [Google Scholar] [CrossRef]
  311. Battery, P. Vehicle and Energy Storage Device. CN110165118A, 23 August 2019. Available online: https://patentimages.storage.googleapis.com/b3/97/c5/fb29c77be2a0d1/CN110165118A.pdf (accessed on 3 November 2025).
  312. Saw, L.H.; Ye, Y.; Tay, A.A.O. Integration issues of lithium-ion battery into electric vehicles battery pack. J. Clean. Prod. 2016, 113, 1032–1045. [Google Scholar] [CrossRef]
  313. Das, A.; Li, D.; Williams, D.; Greenwood, D. Joining Technologies for Automotive Battery Systems Manufacturing. World Electr. Veh. J. 2018, 9, 22. [Google Scholar] [CrossRef]
  314. International Energy Agency. Global EV Outlook 2024; International Energy Agency: Paris, France, 2024; Available online: https://iea.blob.core.windows.net/assets/a9e3544b-0b12-4e15-b407-65f5c8ce1b5f/GlobalEVOutlook2024.pdf (accessed on 3 November 2025).
  315. SmartPropel. Global Energy Storage Market’s Compound Growth Rate From 2021 to 2025. 2023. Available online: https://www.smartpropel.com/global-energy-storage-markets-compound-growth-rate-from-2021-to-2025/ (accessed on 3 November 2025).
  316. Marsh, R.A.; Vukson, S.; Surampudi, S.; Ratnakumar, B.V.; Smart, M.C.; Manzo, M.; Dalton, P.J. Li ion batteries for aerospace applications. J. Power Sources 2001, 97–98, 25–27. [Google Scholar] [CrossRef]
  317. Bugryniec, P.J.; Resendiz, E.G.; Nwophoke, S.M.; Khanna, S.; James, C.; Brown, S.F. Review of gas emissions from lithium-ion battery thermal runaway failure—Considering toxic and flammable compounds. J. Energy Storage 2024, 87, 111288. [Google Scholar] [CrossRef]
  318. Wang, Q.; Mao, B.; Stoliarov, S.I.; Sun, J. A review of lithium ion battery failure mechanisms and fire prevention strategies. Prog. Energy Combust. Sci. 2019, 73, 95–131. [Google Scholar] [CrossRef]
  319. Adebanjo, I.T.; Eko, J.; Agbeyegbe, A.G.; Yuk, S.F.; Cowart, S.V.; Nagelli, E.A.; Burpo, F.J.; Allen, J.L.; Tran, D.T.; Bhattarai, N.; et al. A comprehensive review of lithium-ion battery components degradation and operational considerations: A safety perspective. Energy Adv. 2025, 4, 820–877. [Google Scholar] [CrossRef]
  320. Nilsson, E.J.K.; Ahlberg Tidblad, A. Gas Emissions from Lithium-Ion Batteries: A Review of Experimental Results and Methodologies. Batteries 2024, 10, 443. [Google Scholar] [CrossRef]
  321. Deespaek. What Makes the MFUZOP 12V 100Ah LiFePO4 Battery Ideal for Solar and RV Use. Available online: https://www.deespaek.com/what-makes-mfuzop-lifepo4-batteries-ideal-for-rv-solar-systems/ (accessed on 3 November 2025).
  322. Ramasubramanian, B.; Sundarrajan, S.; Chellappan, V.; Reddy, M.V.; Ramakrishna, S.; Zaghib, K. Recent Development in Carbon-LiFePO4 Cathodes for Lithium-Ion Batteries: A Mini Review. Batteries 2022, 8, 133. [Google Scholar] [CrossRef]
  323. Chai, Z.; Li, J.; Liu, Z.; Liu, Z.; Jin, X. Experimental analysis and safety assessment of thermal runaway behavior in lithium iron phosphate batteries under mechanical abuse. Sci. Rep. 2024, 14, 8673. [Google Scholar] [CrossRef]
  324. Feng, X.; Ren, D.; He, X.; Ouyang, M. Mitigating Thermal Runaway of Lithium-Ion Batteries. Joule 2020, 4, 743–770. [Google Scholar] [CrossRef]
  325. Tran, M.-K.; Mevawalla, A.; Aziz, A.; Panchal, S.; Xie, Y.; Fowler, M. A Review of Lithium-Ion Battery Thermal Runaway Modeling and Diagnosis Approaches. Processes 2022, 10, 1192. [Google Scholar] [CrossRef]
  326. Tsukasaki, H.; Fukuda, W.; Morimoto, H.; Arai, T.; Mori, S.; Hayashi, A.; Tatsumisago, M. Thermal behavior and microstructures of cathodes for liquid electrolyte-based lithium batteries. Sci. Rep. 2018, 8, 15613. [Google Scholar] [CrossRef] [PubMed]
  327. Huang, Y.; Lin, Y.-C.; Jenkins, D.M.; Chernova, N.A.; Chung, Y.; Radhakrishnan, B.; Chu, I.-H.; Fang, J.; Wang, Q.; Omenya, F.; et al. Thermal Stability and Reactivity of Cathode Materials for Li-Ion Batteries. ACS Appl. Mater. Interfaces 2016, 8, 7013–7021. [Google Scholar] [CrossRef] [PubMed]
  328. Baba, Y. Thermal stability of LixCoO2 cathode for lithium ion battery. Solid State Ion. 2002, 148, 311–316. [Google Scholar] [CrossRef]
  329. Guangzhou Serui Battery Technology Co., Ltd. High Temperature Type ER14505 3.6 V AA Size Primary Li-SOCl2 Battery. Available online: https://www.serui-battery.com/News/xingyezixun/high-temperature-aa-batteries.html (accessed on 3 November 2025).
  330. Ouyang, D.; Guan, J.; Wan, X.; Liu, B.; Miao, C.; Wang, Z. Nonflammable All-Fluorinated Electrolyte Enabling High-Voltage and High-Safety Lithium-Ion Cells. ACS Appl. Mater. Interfaces 2024, 16, 42894–42904. [Google Scholar] [CrossRef] [PubMed]
  331. Gond, R.; Van Ekeren, W.; Mogensen, R.; Naylor, A.J.; Younesi, R. Non-flammable liquid electrolytes for safe batteries. Mater. Horiz. 2021, 8, 2913–2928. [Google Scholar] [CrossRef]
  332. Götz, R.; Streng, R.; Sterzinger, J.; Steeger, T.; Kaye, M.M.; Vitort, M.; Bandarenka, A.S. All-solid-state Li-ion batteries with commercially available electrolytes: A feasibility review. InfoMat 2024, 6, e12627. [Google Scholar] [CrossRef]
  333. LG Energy Solution. A Better Life with Batteries—AZS (Advanced Z-Stacking). Inside LG Energy Solution (Battery Inside). Available online: https://inside.lgensol.com/en/2025/03/a-better-life-with-batteries-azs-advanced-z-stacking (accessed on 3 November 2025).
  334. Zhang, L.; Wu, X.; Qian, W.; Pan, K.; Zhang, X.; Li, L.; Jia, M.; Zhang, S. Exploring More Functions in Binders for Lithium Batteries. Electrochem. Energy Rev. 2023, 6, 36. [Google Scholar] [CrossRef]
  335. Oh, H.; Kim, G.-S.; Hwang, B.U.; Bang, J.; Kim, J.; Jeong, K.-M. Development of a Feasible and Scalable Manufacturing Method for Ptfe-Based Solvent-Free Lithium-Ion Battery Electrodes 2024. Chem. Eng. J. 2024, 491, 151957. [Google Scholar] [CrossRef]
  336. Qin, T.; Yang, H.; Li, Q.; Yu, X.; Li, H. Design of functional binders for high-specific-energy lithium-ion batteries: From molecular structure to electrode properties. Ind. Chem. Mater. 2024, 2, 191–225. [Google Scholar] [CrossRef]
  337. Chen, B.; Zhang, Z.; Xiao, M.; Wang, S.; Huang, S.; Han, D.; Meng, Y. Polymeric Binders Used in Lithium Ion Batteries: Actualities, Strategies and Trends. ChemElectroChem 2024, 11, e202300651. [Google Scholar] [CrossRef]
  338. Parikh, P.; Sina, M.; Banerjee, A.; Wang, X.; D’Souza, M.S.; Doux, J.-M.; Wu, E.A.; Trieu, O.Y.; Gong, Y.; Zhou, Q.; et al. Role of Polyacrylic Acid (PAA) Binder on the Solid Electrolyte Interphase in Silicon Anodes. Chem. Mater. 2019, 31, 2535–2544. [Google Scholar] [CrossRef]
  339. Jiang, S.; Hu, B.; Shi, Z.; Chen, W.; Zhang, Z.; Zhang, L. Re-Engineering Poly(Acrylic Acid) Binder toward Optimized Electrochemical Performance for Silicon Lithium-Ion Batteries: Branching Architecture Leads to Balanced Properties of Polymeric Binders. Adv. Funct. Mater. 2020, 30, 1908558. [Google Scholar] [CrossRef]
  340. Chen, J.; Liu, J.; Qi, Y.; Sun, T.; Li, X. Unveiling the Roles of Binder in the Mechanical Integrity of Electrodes for Lithium-Ion Batteries. J. Electrochem. Soc. 2013, 160, A1502–A1509. [Google Scholar] [CrossRef]
  341. Gotz, J.D.; Teixeira, M.A.S.; Corrêa, F.C.; Viana, E.R.; Badin, A.A.; Borsato, M. The Influence of Overcharging and Over-Discharging on the Capacity Degradation of Lithium-Ion Batteries. In Proceedings of the 2024 IEEE Vehicle Power and Propulsion Conference (VPPC), Washington, DC, USA, 7–10 October 2024; pp. 1–6. [Google Scholar] [CrossRef]
  342. Ha, M.; Song, H.-C.; Lee, J.-J. A diagnostic function preventing over charging and discharging for a lithium-ion battery management system of electric vehicles. In Proceedings of the 2017 17th International Conference on Control, Automation and Systems (ICCAS), Jeju, Republic of Korea, 18–21 October 2017; pp. 1309–1312. [Google Scholar] [CrossRef]
  343. Nizam, M.; Maghfiroh, H.; Rosadi, R.A.; Kusumaputri, K.D.U. Battery management system design (BMS) for lithium ion batteries. In AIP Conference Proceedings; AIP Publishing: Surakarta, Indonesia, 2020. [Google Scholar] [CrossRef]
  344. Reindl, A.; Meier, H.; Niemetz, M. Scalable, Decentralized Battery Management System Based on Self-organizing Nodes. In Architecture of Computing Systems—ARCS 2020; Lecture Notes in Computer Science; Brinkmann, A., Karl, W., Lankes, S., Tomforde, S., Pionteck, T., Trinitis, C., Eds.; Springer International Publishing: Cham, Switzerland, 2020; Volume 12155, pp. 171–184. [Google Scholar] [CrossRef]
  345. Fasolato, S.; Allam, A.; Onori, S.; Raimondo, D.M. Analyzing cell-to-cell heterogeneities and cell configurations in parallel-connected battery modules using physics-based modeling. J. Energy Storage 2025, 129, 116942. [Google Scholar] [CrossRef]
  346. Gabbar, H.; Othman, A.; Abdussami, M. Review of Battery Management Systems (BMS) Development and Industrial Standards. Technologies 2021, 9, 28. [Google Scholar] [CrossRef]
  347. Kampker, A.; Wessel, S.; Fiedler, F.; Maltoni, F. Battery pack remanufacturing process up to cell level with sorting and repurposing of battery cells. J. Remanuf. 2021, 11, 1–23. [Google Scholar] [CrossRef]
  348. Akram, N.; Mubin, S.; Malik, A.M.; Imran, R.; Jamil, M. Decoding the Interplay of Lighting and Spatial Dynamics: A Simulation-Based Case Study Analysis across Diverse Building Orientations. Metall. Mater. Eng. 2024, 30, 434–458. [Google Scholar] [CrossRef]
  349. Huang, S.-C.; Tseng, K.-H.; Liang, J.-W.; Chang, C.-L.; Pecht, M. An Online SOC and SOH Estimation Model for Lithium-Ion Batteries. Energies 2017, 10, 512. [Google Scholar] [CrossRef]
  350. Vásquez, F.A.; Sara Gaitán, P.; Calderón, J.A. Comparative study of methodologies for SOH diagnosis and forecast of LFP and NMC lithium batteries used in electric vehicles. J. Energy Storage 2025, 105, 114725. [Google Scholar] [CrossRef]
  351. Braun, J.A.; Behmann, R.; Chabrol, D.; Fuchs, F.; Bessler, W.G. Single-cell operando SOC and SOH diagnosis in a 24 V lithium iron phosphate battery with a voltage-controlled model. J. Energy Storage 2024, 85, 110986. [Google Scholar] [CrossRef]
  352. Dini, P.; Colicelli, A.; Saponara, S. Review on Modeling and SOC/SOH Estimation of Batteries for Automotive Applications. Batteries 2024, 10, 34. [Google Scholar] [CrossRef]
  353. Mahadevan, V.; Vikraman, B.P. LSTM based battery management systems and FOPID based cooling system strategy for electric vehicles application. J. Energy Storage 2025, 116, 115937. [Google Scholar] [CrossRef]
  354. Krishna, G.; Singh, R.; Gehlot, A.; Almogren, A.; Altameem, A.; Ur Rehman, A.; Hussen, S. Advanced battery management system enhancement using IoT and ML for predicting remaining useful life in Li-ion batteries. Sci. Rep. 2024, 14, 103343. [Google Scholar] [CrossRef]
  355. Cao, Z.; Gao, W.; Fu, Y.; Mi, C. Wireless Battery Management Systems: Innovations, Challenges, and Future Perspectives. Energies 2024, 17, 3277. [Google Scholar] [CrossRef]
  356. Pannerselvam, S.; Narayanan, V.; Gireesh Kumar, T. Energy efficient machine learning based SMART-A-BLE implemented Wireless Battery Management System for both Hybrid Electric Vehicles and Battery Electric Vehicles. Procedia Comput. Sci. 2023, 218, 235–248. [Google Scholar] [CrossRef]
  357. Wang, L.; Wang, C.; Lu, X.; Ping, D.; Jiang, S.; Wang, X.; Zhang, J. A Design for a Lithium-Ion Battery Pack Monitoring System Based on NB-IoT-ZigBee. Electronics 2023, 12, 3561. [Google Scholar] [CrossRef]
  358. Samanta, A.; Williamson, S.S. A Survey of Wireless Battery Management System: Topology, Emerging Trends, and Challenges. Electronics 2021, 10, 2193. [Google Scholar] [CrossRef]
  359. Khawaja, Y.; Shankar, N.; Qiqieh, I.; Alzubi, J.; Alzubi, O.; Nallakaruppan, M.K.; Padmanaban, S. Battery management solutions for li-ion batteries based on artificial intelligence. Ain Shams Eng. J. 2023, 14, 102213. [Google Scholar] [CrossRef]
  360. Badran, M.A.; Toha, S.F. Employment of Artificial Intelligence (AI) Techniques in Battery Management System (BMS) for Electric Vehicles (EV): Issues and Challenges. Pertanika J. Sci. Technol. 2024, 32, 859–881. [Google Scholar] [CrossRef]
  361. Navidi, S.; Thelen, A.; Li, T.; Hu, C. Physics-Informed Machine Learning for Battery Degradation Diagnostics: A Comparison of State-of-the-Art Methods. Energy Storage Mater. 2024, 68, 103343. [Google Scholar] [CrossRef]
  362. Alawi, A.; Saeed, A.; Sharqawy, M.H.; Al Janaideh, M. A Comprehensive Review of Thermal Management Challenges and Safety Considerations in Lithium-Ion Batteries for Electric Vehicles. Batteries 2025, 11, 275. [Google Scholar] [CrossRef]
  363. Wang, W.; Liu, S.; Ma, X.-Y.; Jiang, J.; Yang, X.-G. Advancing Smart Lithium-Ion Batteries: A Review on Multi-Physical Sensing Technologies for Lithium-Ion Batteries. Energies 2024, 17, 2273. [Google Scholar] [CrossRef]
  364. Aravind, R.; Dolu Surabhi, S.N.R. Smart Charging: AI Solutions for Efficient Battery Power Management in Automotive Applications. Educ. Adm. Theory Pract. 2024, 30, 14257–14267. [Google Scholar] [CrossRef]
  365. Bugryniec, P.J.; Davidson, J.N.; Cumming, D.J.; Brown, S.F. Pursuing safer batteries: Thermal abuse of LiFePO4 cells. J. Power Sources 2019, 414, 557–568. [Google Scholar] [CrossRef]
  366. Feng, X.; Ouyang, M.; Liu, X.; Lu, L.; Xia, Y.; He, X. Thermal runaway mechanism of lithium ion battery for electric vehicles: A review. Energy Storage Mater. 2018, 10, 246–267. [Google Scholar] [CrossRef]
  367. Peng, P.; Jiang, F. Thermal safety of lithium-ion batteries with various cathode materials: A numerical study. Int. J. Heat Mass Transf. 2016, 103, 1008–1016. [Google Scholar] [CrossRef]
  368. Wang, Q.; Sun, J.; Chen, C. Thermal Stability of Delithiated LiMn2O4 with Electrolyte for Lithium-Ion Batteries. J. Electrochem. Soc. 2007, 154, A263. [Google Scholar] [CrossRef]
  369. Jia, L.; Wang, D.; Yin, T.; Li, X.; Li, L.; Dai, Z.; Zheng, L. Experimental Study on Thermal-Induced Runaway in High Nickel Ternary Batteries. ACS Omega 2022, 7, 14562–14570. [Google Scholar] [CrossRef] [PubMed]
  370. Sim, R.; Manthiram, A. Factors Influencing Gas Evolution from High-Nickel Layered Oxide Cathodes in Lithium-Based Batteries. Adv. Energy Mater. 2024, 14, 2303985. [Google Scholar] [CrossRef]
  371. Wang, Q.; Ping, P.; Zhao, X.; Chu, G.; Sun, J.; Chen, C. Thermal runaway caused fire and explosion of lithium ion battery. J. Power Sources 2012, 208, 210–224. [Google Scholar] [CrossRef]
  372. Jie, Y.; Yang, S.; Hu, F.; Li, Y.; Ye, L.; Zhao, D.; Jin, W.; Chang, C.; Lai, Y.; Chen, Y. Gas evolution characterization and phase transformation during thermal treatment of cathode plates from spent LiFePO4 batteries. Thermochim. Acta 2020, 684, 178483. [Google Scholar] [CrossRef]
  373. El Moutchou, S.; Aziam, H.; Mansori, M.; Saadoune, I. Thermal stability of Lithium-ion batteries: Case study of NMC811 and LFP cathode materials. Mater. Today Proc. 2022, 51, A1–A7. [Google Scholar] [CrossRef]
  374. Golubkov, A.W.; Scheikl, S.; Planteu, R.; Voitic, G.; Wiltsche, H.; Stangl, C.; Fauler, G.; Thaler, A.; Hacker, V. Thermal runaway of commercial 18650 Li-ion batteries with LFP and NCA cathodes—Impact of state of charge and overcharge. RSC Adv. 2015, 5, 57171–57186. [Google Scholar] [CrossRef]
  375. Kumai, K.; Miyashiro, H.; Kobayashi, Y.; Takei, K.; Ishikawa, R. Gas generation mechanism due to electrolyte decomposition in commercial lithium-ion cell. J. Power Sources 1999, 81–82, 715–719. [Google Scholar] [CrossRef]
  376. Self, J.; Aiken, C.P.; Petibon, R.; Dahn, J.R. Survey of Gas Expansion in Li-Ion NMC Pouch Cells. J. Electrochem. Soc. 2015, 162, A796–A802. [Google Scholar] [CrossRef]
  377. Jia, Z.; Qin, P.; Li, Z.; Wei, Z.; Jin, K.; Jiang, L.; Wang, Q. Analysis of gas release during the process of thermal runaway of lithium-ion batteries with three different cathode materials. J. Energy Storage 2022, 50, 104302. [Google Scholar] [CrossRef]
  378. Shen, H.; Wang, H.; Li, M.; Li, C.; Zhang, Y.; Li, Y.; Yang, X.; Feng, X.; Ouyang, M. Thermal Runaway Characteristics and Gas Composition Analysis of Lithium-Ion Batteries with Different LFP and NCM Cathode Materials under Inert Atmosphere. Electronics 2023, 12, 1603. [Google Scholar] [CrossRef]
  379. Chen, H.; Yang, K.; Liu, Y.; Zhang, M.; Liu, H.; Liu, J.; Qu, Z.; Lai, Y. Experimental Investigation of Thermal Runaway Behavior and Hazards of a 1440 Ah LiFePO4 Battery Pack. Energies 2023, 16, 3398. [Google Scholar] [CrossRef]
  380. Liu, X.; Ren, D.; Hsu, H.; Feng, X.; Xu, G.-L.; Zhuang, M.; Gao, H.; Lu, L.; Han, X.; Chu, Z.; et al. Thermal Runaway of Lithium-Ion Batteries without Internal Short Circuit. Joule 2018, 2, 2047–2064. [Google Scholar] [CrossRef]
  381. Zaghib, K.; Dubé, J.; Dallaire, A.; Galoustov, K.; Guerfi, A.; Ramanathan, M.; Benmayza, A.; Prakash, J.; Mauger, A.; Julien, C.M. Enhanced thermal safety and high power performance of carbon-coated LiFePO4 olivine cathode for Li-ion batteries. J. Power Sources 2012, 219, 36–44. [Google Scholar] [CrossRef]
  382. Yamada, A.; Chung, S.C.; Hinokuma, K. Optimized LiFePO4 for Lithium Battery Cathodes. J. Electrochem. Soc. 2001, 148, A224. [Google Scholar] [CrossRef]
  383. Martha, S.K.; Haik, O.; Zinigrad, E.; Exnar, I.; Drezen, T.; Miners, J.H.; Aurbach, D. On the Thermal Stability of Olivine Cathode Materials for Lithium-Ion Batteries. J. Electrochem. Soc. 2011, 158, A1115. [Google Scholar] [CrossRef]
  384. Li, W.; Rao, S.; Xiao, Y.; Gao, Z.; Chen, Y.; Wang, H.; Ouyang, M. Fire boundaries of lithium-ion cell eruption gases caused by thermal runaway. iScience 2021, 24, 102401. [Google Scholar] [CrossRef] [PubMed]
  385. National Renewable Energy Laboratory. Vehicle Battery Safety Roadmap Guidance; NREL/SR-5400-54404, OSTI Report No. 1055366; National Renewable Energy Laboratory: Golden, CO, USA, 2012. Available online: https://docs.nrel.gov/docs/fy13osti/54404.pdf (accessed on 3 November 2025).
  386. Thackeray, M.M. Manganese oxides for lithium batteries. Prog. Solid State Chem. 1997, 25, 1–71. [Google Scholar] [CrossRef]
  387. Chen, G.; Richardson, T.J. Thermal instability of Olivine-type LiMnPO4 cathodes. J. Power Sources 2010, 195, 1221–1224. [Google Scholar] [CrossRef]
  388. Zaghib, K.; Dontigny, M.; Guerfi, A.; Charest, P.; Rodrigues, I.; Mauger, A.; Julien, C.M. Safe and fast-charging Li-ion battery with long shelf life for power applications. J. Power Sources 2011, 196, 3949–3954. [Google Scholar] [CrossRef]
  389. Fan, T.; Liang, W.; Guo, W.; Feng, T.; Li, W. Life cycle assessment of electric vehicles’ lithium-ion batteries reused for energy storage. J. Energy Storage 2023, 71, 108126. [Google Scholar] [CrossRef]
  390. Du, H.; Wang, Y.; Kang, Y.; Zhao, Y.; Tian, Y.; Wang, X.; Tan, Y.; Liang, Z.; Wozny, J.; Li, T.; et al. Side Reactions/Changes in Lithium-Ion Batteries: Mechanisms and Strategies for Creating Safer and Better Batteries. Adv. Mater. 2024, 36, 2401482. [Google Scholar] [CrossRef]
  391. Zheng, J.; Liu, T.; Hu, Z.; Wei, Y.; Song, X.; Ren, Y.; Wang, W.; Rao, M.; Lin, Y.; Chen, Z.; et al. Tuning of Thermal Stability in Layered Li(NixMnyCoz)O2. J. Am. Chem. Soc. 2016, 138, 13326–13334. [Google Scholar] [CrossRef] [PubMed]
  392. Jung, D.-H.; Umirov, N.; Kim, T.; Bakenov, Z.; Kim, J.-S.; Kim, S.-S. Thermal and Structural Stabilities of LixCoO2 cathode for Li Secondary Battery Studied by a Temperature Programmed Reduction. Eurasian Chem.-Technol. J. 2019, 21, 3–12. [Google Scholar] [CrossRef]
  393. Aziam, H.; Mahmoud, A.; Mikhailova, D.; Harfouche, M.; Saadoune, I.; Ben Youcef, H. Optimizing the electrochemical activity and understanding the reaction mechanism of Li3.27FeII0.19FeIII0.81V(PO4)3 cathode material for lithium-ion batteries. J. Power Sources 2023, 575, 233190. [Google Scholar] [CrossRef]
  394. Sun, T.; Wang, L.; Ren, D.; Shi, Z.; Chen, J.; Zheng, Y.; Feng, X.; Han, X.; Lu, L.; Wang, L.; et al. Thermal Runaway Characteristics and Modeling of LiFePO4 Power Battery for Electric Vehicles. Automot. Innov. 2023, 6, 414–424. [Google Scholar] [CrossRef]
  395. Kim, D.O.; Mishra, A.; Zorigt, M.; Li, Y.; Haasch, R.T.; Rodríguez-López, J. Potential dependent degradation of spinel LiMn2 O4 (LMO) and related structures assessed via manganese- and oxygen-sensitive scanning electrochemical microscopy. J. Mater. Chem. A 2025, 13, 10540–10549. [Google Scholar] [CrossRef]
  396. Jeong, M.; Lee, M.; Cho, J.; Lee, S. Surface Mn Oxidation State Controlled Spinel LiMn2O4 as a Cathode Material for High-Energy Li-Ion Batteries. Adv. Energy Mater. 2015, 5, 1500440. [Google Scholar] [CrossRef]
  397. Hoang, K. Understanding the electronic and ionic conduction and lithium over-stoichiometry in LiMn2O4 spinel. J. Mater. Chem. 2014, 2, 18271–18280. [Google Scholar] [CrossRef]
  398. Li, X.; Wang, J.; Zhang, S.; Sun, L.; Zhang, W.; Dang, F.; Seifert, H.J.; Du, Y. Intrinsic Defects in LiMn2O4: First-Principles Calculations. ACS Omega 2021, 6, 21255–21264. [Google Scholar] [CrossRef]
  399. Sallard, S.; Nolte, O.; Von Roemer, L.; Soltani, B.; Fandakov, A.; Mueller, K.; Kalogirou, M.; Sens, M. Exploring Thermal Runaway: Role of Battery Chemistry and Testing Methodology. World Electr. Veh. J. 2025, 16, 153. [Google Scholar] [CrossRef]
  400. Shelke, A.V.; Buston, J.E.H.; Gill, J.; Howard, D.; Abbott, K.C.; Goddard, S.L.; Read, E.; Howard, G.E.; Abaza, A.; Cooper, B.; et al. Characterizing and predicting 21700 NMC lithium-ion battery thermal runaway induced by nail penetration. Appl. Therm. Eng. 2022, 209, 118278. [Google Scholar] [CrossRef]
  401. Jaguemont, J.; Bardé, F. A critical review of lithium-ion battery safety testing and standards. Appl. Therm. Eng. 2023, 231, 121014. [Google Scholar] [CrossRef]
  402. Song, I.T.; Kang, J.; Koh, J.; Choi, H.; Yang, H.; Park, E.; Lee, J.; Cho, W.; Lee, Y.; Lee, S.; et al. Thermal runaway prevention through scalable fabrication of safety reinforced layer in practical Li-ion batteries. Nat. Commun. 2024, 15, 8294. [Google Scholar] [CrossRef]
  403. Pham, M.T.M.; Darst, J.J.; Walker, W.Q.; Heenan, T.M.M.; Patel, D.; Iacoviello, F.; Rack, A.; Olbinado, M.P.; Hinds, G.; Brett, D.J.L.; et al. Prevention of lithium-ion battery thermal runaway using polymer-substrate current collectors. Cell Rep. Phys. Sci. 2021, 2, 100360. [Google Scholar] [CrossRef]
  404. Chen, S.; Li, Y.; Feng, Y.; Feng, W. Thermally responsive polymers for overcoming thermal runaway in high-safety electrochemical storage devices. Mater. Chem. Front. 2023, 7, 1562–1590. [Google Scholar] [CrossRef]
  405. Finegan, D.P.; Scheel, M.; Robinson, J.B.; Tjaden, B.; Hunt, I.; Mason, T.J.; Millichamp, J.; Di Michiel, M.; Offer, G.J.; Hinds, G.; et al. In-operando high-speed tomography of lithium-ion batteries during thermal runaway. Nat. Commun. 2015, 6, 6924. [Google Scholar] [CrossRef] [PubMed]
  406. Liu, Y.; Qin, L.; Wu, Y.; Wu, X.; Jin, W. Thermal runaway-induced current interrupt device and vent activation behaviour in an 18650 lithium-ion battery cap using the Johnson-Cook criterion. J. Energy Storage 2023, 68, 107879. [Google Scholar] [CrossRef]
  407. Fedoryshyna, Y.; Schaeffler, S.; Soellner, J.; Gillich, E.I.; Jossen, A. Quantification of venting behavior of cylindrical lithium-ion and sodium-ion batteries during thermal runaway. J. Power Sources 2024, 615, 235064. [Google Scholar] [CrossRef]
  408. Jia, Z.; Min, Y.; Qin, P.; Mei, W.; Meng, X.; Jin, K.; Sun, J.; Wang, Q. Effect of safety valve types on the gas venting behavior and thermal runaway hazard severity of large-format prismatic lithium iron phosphate batteries. J. Energy Chem. 2024, 89, 195–207. [Google Scholar] [CrossRef]
  409. Wei, G.; Zhang, G.; Chen, S.; Jiang, B.; Zhu, J.; Han, G.; Wei, X.; Dai, H. Experimental Study on Effect of State of Charge on Thermal Runaway Characteristics of Commercial Large-Format NCM811 Lithium-Ion Battery. Presented at the WCX SAE World Congress Experience, Detroit, MI, USA, 18–20 April 2023. [Google Scholar] [CrossRef]
  410. Wang, P.; Xu, C.; Jiang, W.; Wang, W.; Liu, L.; Gu, J.; Fan, Z.; Zhang, M.; Huang, J.; Jiang, F.; et al. Experimental study on thermal runaway venting behaviour of LiNi0.8Co0.1Mn0.1O2 pouch cell under different sealing edge directions. J. Power Sources 2024, 621, 235327. [Google Scholar] [CrossRef]
  411. Wang, P.; Liu, L.; Xu, C.; Dong, W.; Huang, J.; Zhang, M.; Hong, Y.; Jiang, F.; Feng, X. Experimental and modeling study on thermal runaway behaviour of 280Ah LiFePO4 prismatic batteries considering electrolyte vaporization. Energy Convers. Manag. 2025, 342, 120133. [Google Scholar] [CrossRef]
  412. An, Z.; Li, W.; Du, X.; Jia, L.; Li, Q.; Zhang, D. Experimental study on behaviors of lithium-ion cells experiencing internal short circuit and thermal runaway under nail penetration abuse condition. Appl. Therm. Eng. 2024, 247, 123058. [Google Scholar] [CrossRef]
  413. Yang, X.-G.; Liu, T.; Wang, C.-Y. Thermally modulated lithium iron phosphate batteries for mass-market electric vehicles. Nat. Energy 2021, 6, 176–185. [Google Scholar] [CrossRef]
  414. He, J.; Meng, J.; Huang, Y. Challenges and recent progress in fast-charging lithium-ion battery materials. J. Power Sources 2023, 570, 232965. [Google Scholar] [CrossRef]
  415. Lei, S.; Zeng, Z.; Cheng, S.; Xie, J. Fast-charging of lithium-ion batteries: A review of electrolyte design aspects. Battery Energy 2023, 2, 20230018. [Google Scholar] [CrossRef]
  416. Aghili Mehrizi, A.; Yeganehdoust, F.; Madikere Raghunatha Reddy, A.K.; Zaghib, K. Challenges and Issues Facing Ultrafast-Charging Lithium-Ion Batteries. Batteries 2025, 11, 209. [Google Scholar] [CrossRef]
  417. Brown, D.E.; McShane, E.J.; Konz, Z.M.; Knudsen, K.B.; McCloskey, B.D. Detecting onset of lithium plating during fast charging of Li-ion batteries using operando electrochemical impedance spectroscopy. Cell Rep. Phys. Sci. 2021, 2, 100589. [Google Scholar] [CrossRef]
  418. Zeng, Y.; Zhang, B.; Fu, Y.; Shen, F.; Zheng, Q.; Chalise, D.; Miao, R.; Kaur, S.; Lubner, S.D.; Tucker, M.C.; et al. Extreme fast charging of batteries using thermal switching and self-heating. arXiv 2022, arXiv:2205.06762. [Google Scholar] [CrossRef]
  419. Huang, J.; Yang, Q.; Hu, A.; Liao, Z.; Zhang, Z.; Zheng, Q.; Ren, Z.; Zheng, S.; Zhang, Y.; Yang, X.; et al. Enhanced specific energy in fast-charging lithium-ion batteries negative electrodes via Ti-O covalency-mediated low potential. Nat. Commun. 2025, 16, 6243. [Google Scholar] [CrossRef] [PubMed]
  420. Weiss, M.; Ruess, R.; Kasnatscheew, J.; Levartovsky, Y.; Levy, N.R.; Minnmann, P.; Stolz, L.; Waldmann, T.; Wohlfahrt-Mehrens, M.; Aurbach, D.; et al. Fast Charging of Lithium-Ion Batteries: A Review of Materials Aspects. Adv. Energy Mater. 2021, 11, 2101126. [Google Scholar] [CrossRef]
  421. Yuan, M.; Zou, C. Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries. arXiv 2025, arXiv:2505.11061. [Google Scholar] [CrossRef]
  422. Lee, H.; Suh, J.H.; Chaudhary, R.; Mun, J.; Kim, J.H. Materials challenges in high-energy batteries enabling ultra-fast charging and non-flammable performance for electric vehicles. Front. Batter. Electrochem. 2025, 4, 1636618. [Google Scholar] [CrossRef]
  423. Tomaszewska, A.; Chu, Z.; Feng, X.; O’Kane, S.; Liu, X.; Chen, J.; Ji, C.; Endler, E.; Li, R.; Liu, L.; et al. Lithium-ion battery fast charging: A review. eTransportation 2019, 1, 100011. [Google Scholar] [CrossRef]
  424. Jeon, B.-J.; Lee, Y.-H.; Jeong, K.-M. Unveiling the impact of electrode curvature on N/P ratio variations in cylindrical lithium-ion batteries. Energy Storage Mater. 2025, 76, 104117. [Google Scholar] [CrossRef]
  425. He, T.; Zhang, T.; Wang, Z.; Cai, Q. A comprehensive numerical study on electrochemical-thermal models of a cylindrical lithium-ion battery during discharge process. Appl. Energy 2022, 313, 118797. [Google Scholar] [CrossRef]
  426. Osswald, P.J.; Erhard, S.V.; Noel, A.; Keil, P.; Kindermann, F.M.; Hoster, H.; Jossen, A. Current density distribution in cylindrical Li-Ion cells during impedance measurements. J. Power Sources 2016, 314, 93–101. [Google Scholar] [CrossRef]
  427. Bohinsky, A.M. Operando Degradation Diagnostics and Fast Charging Analytics in Lithium-Ion Batteries; Purdue University: West Lafayette, IN, USA, 2021; Available online: https://hammer.purdue.edu/articles/thesis/Operando_Degradation_Diagnostics_and_Fast_Charging_Analytics_in_Lithium-Ion_Batteries/14496039/1/files/27768828.pdf (accessed on 3 November 2025).
  428. Awan, U.S.; Ghabraie, K.; Zolfagharian, A.; Eftekharnia, M.; Rolfe, B. Cell geometry influences on the vibration performance of lithium-ion batteries. J. Energy Storage 2025, 109, 115227. [Google Scholar] [CrossRef]
  429. Wang, C.-Y.; Liu, T.; Yang, X.-G.; Ge, S.; Stanley, N.V.; Rountree, E.S.; Leng, Y.; McCarthy, B.D. Fast charging of energy-dense lithium-ion batteries. Nature 2022, 611, 485–490. [Google Scholar] [CrossRef]
  430. Campbell, I.D.; Marzook, M.; Marinescu, M.; Offer, G.J. How Observable Is Lithium Plating? Differential Voltage Analysis to Identify and Quantify Lithium Plating Following Fast Charging of Cold Lithium-Ion Batteries. J. Electrochem. Soc. 2019, 166, A725–A739. [Google Scholar] [CrossRef]
  431. Fear, C.; Parmananda, M.; Kabra, V.; Carter, R.; Love, C.T.; Mukherjee, P.P. Mechanistic underpinnings of thermal gradient induced inhomogeneity in lithium plating. Energy Storage Mater. 2021, 35, 500–511. [Google Scholar] [CrossRef]
  432. Mayyas, A.; Steward, D.; Mann, M. The case for recycling: Overview and challenges in the material supply chain for automotive li-ion batteries. Sustain. Mater. Technol. 2019, 19, e00087. [Google Scholar] [CrossRef]
  433. Holzer, A.; Zimmermann, J.; Wiszniewski, L.; Necke, T.; Gatschlhofer, C.; Öfner, W.; Raupenstrauch, H. A Combined Hydro-Mechanical and Pyrometallurgical Recycling Approach to Recover Valuable Metals from Lithium-Ion Batteries Avoiding Lithium Slagging. Batteries 2022, 9, 15. [Google Scholar] [CrossRef]
  434. Romero Guillén, D.; Guimarães Sanches, J.; Botelho Junior, A.B.; Bergerman, M.; Assis Gobo, L.; Romano Espinosa, D.C.; Soares Tenório, J.A. Electric Vehicle Batteries: Physical Process for Recycling Cylindrical, Pouch and Prismatic Li-Ion Batteries. SSRN 2024. [Google Scholar] [CrossRef]
  435. Thompson, D.L.; Hartley, J.M.; Lambert, S.M.; Shiref, M.; Harper, G.D.J.; Kendrick, E.; Anderson, P.; Ryder, K.S.; Gaines, L.; Abbott, A.P. The importance of design in lithium ion battery recycling—A critical review. Green Chem. 2020, 22, 7585–7603. [Google Scholar] [CrossRef]
  436. Rehman, S.; Al-Greer, M.; Burn, A.S.; Short, M.; Cui, X. High-Volume Battery Recycling: Technical Review of Challenges and Future Directions. Batteries 2025, 11, 94. [Google Scholar] [CrossRef]
  437. Harper, G.; Sommerville, R.; Kendrick, E.; Driscoll, L.; Slater, P.; Stolkin, R.; Walton, A.; Christensen, P.; Heidrich, O.; Lambert, S.; et al. Recycling lithium-ion batteries from electric vehicles. Nature 2019, 575, 75–86. [Google Scholar] [CrossRef] [PubMed]
Figure 1. History of batteries and their formats 1799–2011. The following subfigures were used from the references with permission: Diagram showing the components of the Voltaic pile 1799, reproduced with permission [36]; Daniell cell 1836, reproduced with permission [32]; Planté Battery 1859 (Copyright © 2024, National MagLab) [37]; The Leclanché Cell 1866 (Copyright © 2025, Royal Society of Chemistry 2025) [38].
Figure 1. History of batteries and their formats 1799–2011. The following subfigures were used from the references with permission: Diagram showing the components of the Voltaic pile 1799, reproduced with permission [36]; Daniell cell 1836, reproduced with permission [32]; Planté Battery 1859 (Copyright © 2024, National MagLab) [37]; The Leclanché Cell 1866 (Copyright © 2025, Royal Society of Chemistry 2025) [38].
Batteries 11 00450 g001
Figure 2. Comparison of Lithium-ion Cell Formats: Cylindrical Vs. Pouch Vs. Prismatic.
Figure 2. Comparison of Lithium-ion Cell Formats: Cylindrical Vs. Pouch Vs. Prismatic.
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Figure 3. Schematic demonstrating four major lithium-ion cell manufacturing methods. (a) Jelly roll (cylindrical cell); (b) Z-stacking; (c) single-sheet stacking; and (d) prismatic winding.
Figure 3. Schematic demonstrating four major lithium-ion cell manufacturing methods. (a) Jelly roll (cylindrical cell); (b) Z-stacking; (c) single-sheet stacking; and (d) prismatic winding.
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Figure 4. Cylindrical cell format evolution by year and size (1991–2023).
Figure 4. Cylindrical cell format evolution by year and size (1991–2023).
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Figure 5. Longitudinal section of cylindrical cell (Tesla 4680) components.
Figure 5. Longitudinal section of cylindrical cell (Tesla 4680) components.
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Figure 6. (a) Detailed drawing of the parts of a 4680 cell, taken from the reel dimensions of the cell, current collector disks, and the jelly-roll; (b,c) The measurements of the cathode disc and the anode disk provide a detailed view of the leaf-formed connectors, as well as the dimensions and configuration of the laser welds. Data reproduced from [177].
Figure 6. (a) Detailed drawing of the parts of a 4680 cell, taken from the reel dimensions of the cell, current collector disks, and the jelly-roll; (b,c) The measurements of the cathode disc and the anode disk provide a detailed view of the leaf-formed connectors, as well as the dimensions and configuration of the laser welds. Data reproduced from [177].
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Figure 7. Volume loss of cylindrical cells in large applications compared to prismatic cells.
Figure 7. Volume loss of cylindrical cells in large applications compared to prismatic cells.
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Figure 8. A schematic illustration of different types of case design: (a) single-side-coated cathode/double-side-coated anode, (b) single-side-coated cathode/single-side-coated anode, (c) double-side-coated cathode/single-side-coated anode, and (d) double-side-coated cathode/double-side-coated anode [161].
Figure 8. A schematic illustration of different types of case design: (a) single-side-coated cathode/double-side-coated anode, (b) single-side-coated cathode/single-side-coated anode, (c) double-side-coated cathode/single-side-coated anode, and (d) double-side-coated cathode/double-side-coated anode [161].
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Figure 9. Conventional (a) cell-module-pack vs. (b) blade-style cell-to-pack (CTP): effect on pack-level gravimetric energy density.
Figure 9. Conventional (a) cell-module-pack vs. (b) blade-style cell-to-pack (CTP): effect on pack-level gravimetric energy density.
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Figure 10. Schematic representation of pouch cell layers [256].
Figure 10. Schematic representation of pouch cell layers [256].
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Figure 11. (a) Battery module Audi E-tron 2019 (b) battery pack Audi E-tron 2019, reproduced with permission from [275,277].
Figure 11. (a) Battery module Audi E-tron 2019 (b) battery pack Audi E-tron 2019, reproduced with permission from [275,277].
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Figure 12. Energy density in different cell types. Data reproduced with permission from [12,200].
Figure 12. Energy density in different cell types. Data reproduced with permission from [12,200].
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Figure 13. (a) Price of lithium-ion cells ($)/kWh, (b) Price of LFP/C in China ($)/kWh, (c) Price of NMC in China ($)/kWh.
Figure 13. (a) Price of lithium-ion cells ($)/kWh, (b) Price of LFP/C in China ($)/kWh, (c) Price of NMC in China ($)/kWh.
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Figure 14. LG Energy Solution’s Advanced Z-stacking (AZS) [333].
Figure 14. LG Energy Solution’s Advanced Z-stacking (AZS) [333].
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Table 2. Electrochemical performance characteristics of the cathode materials.
Table 2. Electrochemical performance characteristics of the cathode materials.
ParameterLiCoO2LiFePO4LiNi0.80Co0.15Al0.05O2LiNi1/3Mn1/3Co1/3O2LiMn2O4Ref.
Crystal structure of the mechanismBatteries 11 00450 i006Batteries 11 00450 i007Batteries 11 00450 i008Batteries 11 00450 i009Batteries 11 00450 i010[126,127,128,129,130]
Specific energy
Specific power
Safety
Performance
Life span
Cost
(Radar chart)
Batteries 11 00450 i011Batteries 11 00450 i012Batteries 11 00450 i013Batteries 11 00450 i014Batteries 11 00450 i015[131]
Theoretical Capacity
[mAh g−1]
274170279275148[106,107,132,133]
Available Capacity
[mAh g−1]
190@4.45V
215@4.55V
160200160@4.3V
185@4.5V
110[132,133,134]
Electrode Density
[g cm−3]
3.92.33.23.43.2[106,132]
Galvanometric Energy Density
[Wh kg−1]
740@4.45V
840@4.55V
540800@4.4V610@4.3V
730@4.5V
410[132]
Volumetric Energy Density
[Wh L−1]
2900@4.45V
3300@4.55V
12402600@4.4V2080@4.3V
2480@4.5V
1300[132]
Operating Voltage [V]3.93.43.653.84.0[49,98,132]
ApplicationMobile phones, tablets, laptops, and camerasEVs
Portable and stationary
Power tools
EVs
Medical devices
Power tools
EVs
E-bikes, medical devices
Power tools, medical devices, electric powertrains[132,135,136]
Advantages- Fast charging and high energy density.
- Established and tested commercial chemistry.
- Good cycling performance at operational voltages.
- Relatively economical.
- Exceptionally high-speed performance.
- No resource constraints.
- Extremely sluggish response with electrolyte.
- Outstanding safety (no oxygen emission).
- Performance is well established.
- Delayed response with electrolytes.
- High capacity.
- Excellent high-rate performance.
- High capacity.
- High operational voltage.
- Gradual interaction with electrolytes.
- Moderate safety (oxygen emission).
- Economical.
- Superb high-rate efficacy.
- Elevated operating voltage.
- No constraints on resources.
- Moderate safety (oxygen emission).
[81,137,138,139]
Disadvantages- Thermal instability.
- Limited practical capacity compared to theoretical potential.
- High cost of cobalt and associated supply and ethical concerns.
- Performance constraints at elevated voltage or prolonged cycling.
- Decreased operating voltage
- Limited capacity, mainly for substituted models.
- Regulating patents.
- Expensive Ni and Co.
- Possible resource constraints.
- Controlling safe patents.
- Expensive Ni and Co.
- Possible resource constraints
- Emerging in performance.
- Controlling patents.
- Mn solubility influences cycle life.
- Low capacity.
[81,137,140,141]
Table 3. Cell designs, along with their respective strengths and weaknesses.
Table 3. Cell designs, along with their respective strengths and weaknesses.
ShapeCylindricalPrismatic/BladePouchRef.
External shapeCylindrical Box
metal casing
Rectangular box
(Rigid metal casing)
Polymer–aluminium laminate[149]
Electrode arrangementWound (jellyroll)Stacked/flat Jelly rollsStacked[146,149,150]
Mechanical strengthExcellentVery GoodMedium[149,150]
Thermal ManagementMediumGoodGood[146,150]
Specific Energy
(Wh kg−1)
GoodGoodExcellent[146]
Volumetric Energy Density
(Wh L−1)
GoodExcellentGood[146,149]
Pack Integration Efficiency (CTP/CTC Compatibility)46xx Cell: Good
Small size: Medium (requires modules or honeycomb structures → reduces CTP efficiency)
Prismatic: very good
Blade: Excellent (extremely optimized for CTP/CTC)
Good in CTP (but requires external compression frames and thermal barriers)[151,152,153]
Table 4. Analysis of the most prevalent cylindrical cells and their market impact.
Table 4. Analysis of the most prevalent cylindrical cells and their market impact.
ManufacturerModelChemistryDimension (mm)Nominal VoltageCapacity (Ah)
Nominal/C/10
Energy Density
(Wh kg1)/(Wh L−1)
Power Density
(W·kg−1)/(W·L−1)
(Continuous)
Power Density
(W·kg−1)/(W·L−1)
(Peak)
Weight (g)
Batteries 11 00450 i016NCR18500ANCA18 × 493.62.04/2.00222/585520/1339935/240632.1
NCR18650-ANCA18.1 × 64.73.63.07/2.98242/649326/877772/207844.8
NCR18650-BNCA18.2 × 65.13.63.35/3.28262/704357/962789/212645.6
NCR18650-GNCA18.3 × 65.13.63.40/3.34264/720399/1080778/210846.4
NCR2070-CNCA20 × 69.43.63.62/3.25197/5471224/34301718/477061.1
TESLA Model SNCA18.2 × 653.63.40/3.22253/692401/1106945/260246.6
NCR2170-MNCA20.9 × 703.65.02/4.98271/755318/887842/234466.9
TESLA Model 3NCA21 × 703.64.80/4.66250/707350/990943/266468.5
TESLA Model YNCA20.9 × 70.13.64.60/4.50242/689391/1114939/267868.6
Batteries 11 00450 i017INR18650-MJ1NMC18.2 × 653.63.50/3.23255/705430/1189916/253146.7
INR21700-M50LTNMC-81121.1 × 70.33.634.80/4.79263/723529/14561111/305967.7
INR21700-M50UNMC-81121 × 69.93.65.00/4.67250/707385/1090898/254468.6
INR21700-M48NMC-81121 × 703.634.80/4.58252/700360/997891/246867.3
Batteries 11 00450 i018INR-21700-M65ANMC21.55 ×70.213.66.5/6.4322/943546/15001040/285874.5
INR-21700-P60BNMC21.35 × 70.133.65.85/6280/8882880/86004800/14,30075
Batteries 11 00450 i019INR18650-35ENCA18.5 × 653.63.30/3.32251/695546/15001040/285848.0
INR21700-50SNMC21.1 × 70.63.65.00/5.04260/742817/23311430/408870.6
INR21700-50GNMC21.1 × 70.43.635.00/4.87259/722416/1162962/269168.8
INR21700-53G (1)NMC21.2 × 70.73.65.30/5.12265/749435/1230970/274070.5
Batteries 11 00450 i020Tesla Model Y (4680)NMC-81145.9 × 79.83.6322.0/22.5233/622369/1000836/2265358.0
Batteries 11 00450 i021FC4680LFP46.1 × 80.13.215/15.2150/367282/693661/1625328.5
FC46120PLFP46.2 × 119.23.224.5/24.1172/392820/18691263/2880455.3
Batteries 11 00450 i02226700 NCA GLNCA25.8 × 69.53.63.30/3.42143/341231/5566085/14,66087.6
Batteries 11 00450 i023UR18650-ZM2NCA18.3 × 64.43.62.55/2.56214/558452/1182912/238044.2
US21700-VTC6ANMC21.3 × 69.93.64.00/3.76187/549900/26431450/425973.1
ModelVoltage range
(V)
Current (A)
Continuous/Peak
Energy c/10
(Wh)
Power (W)
Conti/Peak
Temperature rangeCurrent range (A)
Discharge/charge
SoC range (0–100%)
Application
NCR18500A2.5–4.25.04/9.137.3116.7/30−20~60 °C(−10 A/3 A) [−5 C~1.5 C]power tools, low-profile battery
NCR18650-A2.5–4.24.39/10.410.814.6/34.6−20~60 °C(−15 A/5 A) [−5 C~1.0 C]Laptops, low-power tools,
NCR18650-B2.5–4.24.89/10.912.016.3/36.0−20~60 °C(−17 A/7 A) [−5 C~2.0 C]High-Energy laptops, power banks
NCR18650-G2.5–4.25.51/11.012.318.5/36.1−20~60 °C(−12 A/7 A) [−3 C~2.0 C]Consumer electronics, backup power
NCR2070-C2.5–4.222.0/31.012.074.8/105−20~80 °C(−109 A/14 A) [−30 C~4.0 C]Industrial tools, high-power flashlights
TESLA Model S2.5–4.25.38/12.311.818.7/44.0−20~60 °C(−17 A/7 A) [−5 C~2.0 C]Tesla EV battery packs (older generation)
NCR2170-M2.5–4.26.12/15.818.121.3/56.3−20~60 °C(−18 A/5 A) [−4 C~2.0 C]EV battery modules, grid storage
TESLA Model 32.5–4.27.01/17.817.124.0/64.6−20~60 °C(−19A/10 A) [−3 C~1.0 C]Tesla Model 3 battery pack
TESLA Model Y2.5–4.27.68/18.116.626.8/64.4−20~60 °C(−23 A/9 A) [−5 C~2.0 C]Tesla Model Y battery pack
INR18650-MJ12.5–4.25.98/12.211.920.1/42.8−20~60 °C(−14 A/5 A) [−4 C~2.0 C]Laptops, energy storage systems
INR21700-M50LT2.5–4.210.3/21.417.835.8/75.2−20~70 °C(−24 A/10 A) [−5 C~2.0 C]EV modules, energy storage, e-scooters
INR21700-M50U2.5–4.27.83/17.817.126.4/61.6−20~70 °C(−20 A/5 A) [−4 C~1.0 C]Power tools, e-mobility, consumer packs
INR21700-M482.5–4.26.90/16.717.024.2/59.9−20~60 °C(−19A/10A) [−4 C~2.0 C]E-bikes, portable storage, mild-drain tools
INR-21700-M65A2.5–4.226/5023.493.6/180−40~60 °C(−20 A/6 A) [−4 C~2.0 C]E-bikes, power tools, drones, BEV
INR-21700-P60B2.5–4.260/10021.6216/360−40~60 °C(−60 A/6 A) [−10 C~1 C]Drones & eVTOLs, Motorcycle racing
INR18650-35E2.5–4.27.80/14.612.126.2/49.9−20~70 °C(−19 A/10 A) [−4 C~2.0 C]E-bikes, light EVs, battery packs
INR21700-50S2.0–4.216.9/29.218.357.6/101−20~80 °C(−100 A/20 A) [−20 C~4.0 C]High-performance EVs, power tools
INR21700-50G2.5–4.28.24/18.517.828.6/66.2−20~60 °C(−20 A/10 A) [−4 C~2.0 C]EV battery packs, UPS systems
INR21700-53G (1)2.5–4.28.85/19.518.730.7/68.4−20~60 °C(−27 A/11 A) [−5 C~2.0 C]Power tools, heavy EV modules, Drones
Tesla Model Y (4680)2.5–4.237.7/88.783.3132/299−10~60 °C(−220 A/88 A) [−5.5 C~2.0 C]Tesla structural battery pack (Model Y)
FC46802.0–3.6530.8/76.949.192.5/217−20~60 °C(−83 A/30 A) [−10 C~4.0 C]BYD Blade battery for EVs (LFP chem)
FC46120P2.0–3.65124/19678.4373/575−20~60 °C(−221 A/49 A) [−9 C~2.0 C]BYD stationary storage & EV platforms
26700 NCA GL2.5–4.25.49/14812.520.2/533−20~75 °C(−363 A/302 A) [−110 C~90.0 C]High-power tools, military-grade devices
UR18650-ZM22.5–4.235.83/11.79.4620/40.3−20~60 °C(−13 A/5 A) [−5 C~2.0 C]Consumer electronics, light tools
US21700-VTC6A2.5–4.220.2/30.713.765.8/106−20~80 °C(−80 A/16 A) [−20 C~4.0 C]High-performance UAVs, power banks
Table 5. Technical specifications of various LFP prismatic cells [221,222].
Table 5. Technical specifications of various LFP prismatic cells [221,222].
ParameterBatteries 11 00450 i024Batteries 11 00450 i025Batteries 11 00450 i026Batteries 11 00450 i027Batteries 11 00450 i028
Product TypeHigh Energy densityLong Service LifeHigh PowerHigh PowerHigh energy at the pack-level
Manufacturer’s Name CATLCATLCATLCATLBYD
ChemistryLFPLFPLFPLFPLFP
Dimensions (mm)53.7 × 173.9 × 204.653.7 × 173.9 × 204.633.2 × 200.3 × 169.626 × 148 × 95965 × 90 × 13.5
Weight (kg)4.124.22.370.732.7 ± 0.3
Energy Density (Wh kg−1)178176161123160
Cycle Life (25 °C, 100% DOD)400015,000600080003000
Operating Temperature (°C)−35° to +65°−35° to +65°−35° to +65°−35° to +65°−30° to +60°
Application Long-range EVsESS, Solar backupBEV, PHEVHEV, PHEV, Power ToolsBEV
Key Features- High energy density
- cost-effective
- Bionic electrolyte
- zero fading after 1000 cycles
- 2 C discharge at −10 °C
- fast charge 80% in 15 min
- 6 C/10 C fast charging, flexible vehicle integration- Cells are integrated directly into the pack without modules (higher density)
-Withstands crushing, bending, piercing, and heating without failure
Table 6. Thermal Runaway Overview in Major LIB Cathodes.
Table 6. Thermal Runaway Overview in Major LIB Cathodes.
ChemistryLFPNMCLCONCALMOReference
TR Onset/Peak (°C)270–360~200–269150–230160–190151–261[365,366,367,368,369]
O2 Evolution from CathodeBatteries 11 00450 i029 NoneBatteries 11 00450 i030 YesBatteries 11 00450 i031 YesBatteries 11 00450 i032 YesBatteries 11 00450 i033 Moderate [75,370,371,372,373]
Exhaust gasesH2, CO, CO2, C2H4, CH4C2H4, C2H6, C2H5F, C3H8, CH4CH4, CO2, CO, C2H6, C3H8, C3H6CO2, H2, CH4, C2H4, COCO2, CO, H2, C2H4, C3H6, C3H, H2O[374,375,376]
Gas Generation (Volume)LowHighVery HighHighMedium[236,377,378,379,380]
Heat Release
(J g−1)
145 > Yamada et al.
250 > Zaghib et al.
290 > Martha et al.
512.5~971.5
NMC111: 512.5 > 260°C NMC622: 721.4 > 260 °C
NMC811: 904.8 > 260 °C
190–230 °C: ~420 ± 120
230–300 °C: ~1000 ± 250
850 ± 100350~450[234,279,280,381,382,383]
Failure ModeVenting only/stableFire/explosion possibleFire/explosion likelyFire/explosion possibleMild venting/low fire risk[323,324,384]
Thermal StabilityExcellent
(★★★★★)
Moderate
(★★)
Poor
(★)
Moderate
(★★)
Good
(★★★★)
[385,386,387]
TR Risk Level Very LowMedium Very High Medium-HighLow-Medium[385]
Table 7. Comparison of the effect of thermal runaway in different formats.
Table 7. Comparison of the effect of thermal runaway in different formats.
FormatPrimary Pressure-Relief PathJet DirectionalityTypical Failure if Relief is ImpededNotesRef.
CylindricalCID + top-cap ventAxial, focusedSidewall/cap ruptureRich operando data for timing of CID/vent.[405,406]
PrismaticSafety valve/burst lineVertical, collimatedLid deformation/wall tearValve type & burst pressure steer TR onset/jet[408]
PouchLaminate seam/edge ruptureDiffuse, multi-directionalEdge tear, wide gas dispersionEdge orientation affects jet/flame evolution[410]
Blade
(Long pris. LFP)
Safety valve (long can)Vertical jet; length-dependent dynamicsLocal deformation, if delayed ventingAxial gradients; LFP chemistry moderate heat[411,413]
Table 8. Fast Charging vs. Cell Form Factor: Evidence Summary.
Table 8. Fast Charging vs. Cell Form Factor: Evidence Summary.
ClaimMechanism/ObservationDesign ImplicationRef.
Cylindrical higher effective path resistance unless mitigated.Longer in-plane current paths in jelly-roll; single-tab causes uneven current linesUse multi-tab or tabless collectors to reduce I.R and hotspots.[177,198]
N:P effective area mismatch from curvatureCurved winding changes local pressure/separation → non-uniform reaction utilizationRe-optimize coating and stacking to reduce fast charging and balance utilization more effectively.[424]
Form factor determines fast-charge limits.Geometry controls electrical & thermal paths, leading to overpotential & ΔT during charge.Fast-charge bound by ohmic/thermal constraints; watch Li-plating onset[429]
Resistance/current-density gradients depend on tab topologySegmented or operando measurements reveal spatial potential gradients across the tab layout.Arrange tabs symmetrically, add parallel tabs, and shorten lead lengths.[234]
Mitigating gradients delays lithium plating.Lower ohmic drop and flatter temperature field push plating onset to higher C-ratesCombine tab upgrades with thermal spreaders and charge profiles[430,431]
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MDPI and ACS Style

Mekdour, K.; Reddy, A.K.M.R.; Dawkins, J.I.G.; Selva, T.M.G.; Zaghib, K. Comparative Analysis of Cell Design: Form Factor and Electrode Architectures in Advanced Lithium-Ion Batteries. Batteries 2025, 11, 450. https://doi.org/10.3390/batteries11120450

AMA Style

Mekdour K, Reddy AKMR, Dawkins JIG, Selva TMG, Zaghib K. Comparative Analysis of Cell Design: Form Factor and Electrode Architectures in Advanced Lithium-Ion Batteries. Batteries. 2025; 11(12):450. https://doi.org/10.3390/batteries11120450

Chicago/Turabian Style

Mekdour, Khaled, Anil Kumar Madikere Raghunatha Reddy, Jeremy I. G. Dawkins, Thiago M. Guimaraes Selva, and Karim Zaghib. 2025. "Comparative Analysis of Cell Design: Form Factor and Electrode Architectures in Advanced Lithium-Ion Batteries" Batteries 11, no. 12: 450. https://doi.org/10.3390/batteries11120450

APA Style

Mekdour, K., Reddy, A. K. M. R., Dawkins, J. I. G., Selva, T. M. G., & Zaghib, K. (2025). Comparative Analysis of Cell Design: Form Factor and Electrode Architectures in Advanced Lithium-Ion Batteries. Batteries, 11(12), 450. https://doi.org/10.3390/batteries11120450

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