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Search Results (1,578)

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Keywords = supercapacitor performance

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11 pages, 3059 KB  
Article
Integrated Effects of NiCo2O4 and Reduced Graphene Oxide in High-Performance Supercapacitor Systems
by Radhika Govindaraju, Ananthi Balakrishnan, Neela Mohan Chidambaram, Vediyappan Thirumal, Palanisamy Rajkumar and Jinho Kim
Inorganics 2026, 14(2), 33; https://doi.org/10.3390/inorganics14020033 (registering DOI) - 24 Jan 2026
Abstract
Supercapacitors have attracted significant interest as increased energy storage devices due to their high power density, rapid charge/discharge performance, and long cyclability. In this study, NiO, Co3O4, NCO, and NCO/rGO composite electrodes were prepared and evaluated for high-performance supercapacitor [...] Read more.
Supercapacitors have attracted significant interest as increased energy storage devices due to their high power density, rapid charge/discharge performance, and long cyclability. In this study, NiO, Co3O4, NCO, and NCO/rGO composite electrodes were prepared and evaluated for high-performance supercapacitor applications. The uniform distribution of elements and the effective incorporation of rGO into the composite were confirmed by structural and morphological characterizations. Among the evaluated materials, the NCO/rGO electrode exhibited high electrochemical performance, delivering a specific capacitance of 998 F g−1 in a three-electrode configuration, attributed to the enhanced redox activity of NiCo2O4 coupled with the enhanced electrical conductivity of rGO. Additionally, an asymmetric supercapacitor device with activated carbon as the negative electrode and NCO/rGO as the positive electrode showed a power density of 750 W kg−1, an energy density of 29.2 Wh kg−1, and a specific capacitance of 93.7 F g−1. After 5000 charge/discharge cycles, the device maintained 85% of its initial capacitance and a coulombic efficiency of 99%, demonstrating exceptional cyclability. These results highlight the strong potential of the NiCo2O4/rGO composite as an advanced electrode material for next-generation energy storage systems. Full article
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22 pages, 4467 KB  
Article
Innovative Trinuclear Copper(I)-Based Metal–Organic Framework: Synthesis, Characterization, and Application in Laser-Induced Graphene Supercapacitors
by Hiba Toumia, Yu Kyoung Ryu, Habiba Zrida, Alicia De Andrés, María Belén Gómez-Mancebo, Natalia Brea Núñez, Fernando Borlaf, Ayoub Haj Said and Javier Martinez
Nanomaterials 2026, 16(3), 155; https://doi.org/10.3390/nano16030155 - 23 Jan 2026
Abstract
Optimizing efficient electrode materials that combine high energy density, rapid charge transport, and excellent cycling stability remains a challenge for advanced supercapacitors. Here, we report the synthesis of an innovative copper(I)-based metal–organic framework (MOF), Cu3(NDI)3, prepared via a simple [...] Read more.
Optimizing efficient electrode materials that combine high energy density, rapid charge transport, and excellent cycling stability remains a challenge for advanced supercapacitors. Here, we report the synthesis of an innovative copper(I)-based metal–organic framework (MOF), Cu3(NDI)3, prepared via a simple solvothermal method using N,N’-bis(3,5-dimethylpyrazol-4-yl)-naphthalene diimide (H2NDI-H) as a linker. Structural analyses (XRD, FTIR, SEM, EDX, and BET) confirmed the formation of a highly crystalline, porous MOF. Integration of this MOF into laser-induced graphene (LIG) matrices yielded hybrid electrodes with enhanced structural characteristics and electrochemical activity, compared to its only-LIG counterpart. Electrochemical studies (CV, CD, EIS) revealed that the LIG–MOF electrode exhibited the highest performance, delivering a specific capacitance of 4.6 mF cm−2 at 0.05 mA cm−2, and an areal energy density of 60.03 μWh cm−2 at a power density of 1292.17 μW cm−2, outperforming both LIG and MOF–LIG configurations. This enhancement arises from the synergetic interaction between the conductive LIG network and the redox-active Cu3(NDI)3 framework, highlighting the potential of LIG–MOF hybrids as next-generation materials for high-performance supercapacitors. Full article
28 pages, 5291 KB  
Review
Pitch-Based Activated Carbon Fibers: Activation Influences and Supercapacitor Applications
by Matthew Joe and Heon E. Park
Polymers 2026, 18(2), 282; https://doi.org/10.3390/polym18020282 - 20 Jan 2026
Viewed by 117
Abstract
Pitch-based activated carbon fibers, recognized for their excellent electrical conductivity, mechanical strength and durability, offer a compelling electrode alternative in the development of next-generation supercapacitors. In this review, we provide insight into the critical role of porosity in enhancing pitch-based carbon fiber performance [...] Read more.
Pitch-based activated carbon fibers, recognized for their excellent electrical conductivity, mechanical strength and durability, offer a compelling electrode alternative in the development of next-generation supercapacitors. In this review, we provide insight into the critical role of porosity in enhancing pitch-based carbon fiber performance in supercapacitors, with a focus on the processes and enhancements employed for pore introduction. The background and theoretical underpinnings for the necessity of porosity are briefly introduced, providing a rationale for the optimization of pore distribution. Moreover, the practical outcomes of these treatments are explored in supercapacitor applications, demonstrating the energy storage capabilities of pitch-based activated carbon fibers. In preparing this review, we surveyed the literature and found that pore introduction onto pitch-based carbon fibers is achieved almost solely through activation, which invites future research into alternative techniques. Additionally, it is apparent that future comparisons will benefit from the establishment of a standardized protocol for the reporting of supercapacitor performance. Full article
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45 pages, 5089 KB  
Review
A Review on the Synthesis Methods, Properties, and Applications of Polyaniline-Based Electrochromic Materials
by Ge Cao, Yan Ke, Kaihua Huang, Tianhong Huang, Jiali Xiong, Zhujun Li and He Zhang
Coatings 2026, 16(1), 129; https://doi.org/10.3390/coatings16010129 - 19 Jan 2026
Viewed by 256
Abstract
Polyaniline (PANI), characterized by its proton-coupled redox mechanism and multicolor reversibility, is widely investigated for adaptive optical interfaces. Compared to inorganic oxides, PANI offers advantages in cost-effectiveness, mechanical flexibility, and molecular tunability; however, its practical implementation faces challenges related to kinetic limitations and [...] Read more.
Polyaniline (PANI), characterized by its proton-coupled redox mechanism and multicolor reversibility, is widely investigated for adaptive optical interfaces. Compared to inorganic oxides, PANI offers advantages in cost-effectiveness, mechanical flexibility, and molecular tunability; however, its practical implementation faces challenges related to kinetic limitations and environmental instability. This review presents a comprehensive analysis of PANI-based electrochromic materials, examining the intrinsic correlations among synthesis methodologies, microstructural characteristics, and optoelectronic performance. Synthesis strategies, including chemical oxidative polymerization, electrochemical deposition, and template-assisted techniques, are evaluated. Emphasis is placed on resolving the trade-off between optical contrast and switching kinetics by constructing high-surface-area porous nanostructures and inducing chain ordering via functional dopants to shorten ion diffusion paths and reduce charge transfer resistance. Fundamental electrochromic properties are subsequently discussed, with specific attention to degradation mechanisms triggered by environmental factors, such as pH drift, and stabilization strategies involving electrolyte engineering and composite design. Furthermore, the review addresses the evolution of applications from single-band monochromatic displays to dual-band smart windows for decoupled visible/near-infrared regulation and multifunctional integrated systems, including electrochromic supercapacitors and adaptive thermal management textiles. Finally, technical challenges regarding long-term durability, neutral color development, and large-area manufacturing are summarized to outline future research directions for PANI-based optical systems. Full article
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17 pages, 1703 KB  
Article
Performance Optimization of Series-Connected Supercapacitor Microbial Fuel Cells Fed with Molasses-Seawater Anolytes
by Jung-Chieh Su, Kai-Chung Huang, Chia-Kai Lin, Ai Tsao, Jhih-Ming Lin and Jung-Jeng Su
Electronics 2026, 15(2), 424; https://doi.org/10.3390/electronics15020424 - 18 Jan 2026
Viewed by 166
Abstract
Microbial fuel cells (MFCs) utilizing livestock wastewater represent a critical path toward sustainable energy and net-zero emissions. To maximize this potential, this study investigates a novel circuit configuration, integrating twin MFCs with dual supercapacitors in a closed-loop system, to enhance charge storage and [...] Read more.
Microbial fuel cells (MFCs) utilizing livestock wastewater represent a critical path toward sustainable energy and net-zero emissions. To maximize this potential, this study investigates a novel circuit configuration, integrating twin MFCs with dual supercapacitors in a closed-loop system, to enhance charge storage and electricity generation. By utilizing molasses-seawater anolytes, the study establishes a performance benchmark for optimizing energy recovery in future livestock wastewater treatment applications. The self-adjusting potential difference between interconnected MFCs is verified, and supercapacitors significantly improve energy harvesting by reducing load impedance and balancing capacitor plate charges. Voltage gain across supercapacitors exceeds that of single MFC charging, demonstrating the benefits of series integration. Experimental results reveal that catholyte properties—electrical conductivity, salinity, pH, and dissolved oxygen—strongly influence MFC performance. Optimal conditions for a neutralized anolyte (pH 7.12) include dissolved oxygen levels of 5.37–5.68 mg/L and conductivity of 24.3 mS/cm. Under these conditions, supercapacitors charged with sterile diluted seawater catholyte store up to 40% more energy than individual MFCs, attributed to increased output current. While the charge balance mechanism of supercapacitors contributes to storage efficiency, its impact is less pronounced than that of conductivity and oxygen solubility. The interplay between electrochemical activation and charge balancing enhances overall electricity harvesting. These findings provide valuable insights into optimizing MFC-supercapacitor systems for renewable energy applications, particularly in livestock wastewater treatment. Full article
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40 pages, 5340 KB  
Review
Emerging Electrode Materials for Next-Generation Electrochemical Devices: A Comprehensive Review
by Thirukumaran Periyasamy, Shakila Parveen Asrafali and Jaewoong Lee
Micromachines 2026, 17(1), 106; https://doi.org/10.3390/mi17010106 - 13 Jan 2026
Viewed by 241
Abstract
The field of electrochemical devices, encompassing energy storage, fuel cells, electrolysis, and sensing, is fundamentally reliant on the electrode materials that govern their performance, efficiency, and sustainability. Traditional materials, while foundational, often face limitations such as restricted reaction kinetics, structural deterioration, and dependence [...] Read more.
The field of electrochemical devices, encompassing energy storage, fuel cells, electrolysis, and sensing, is fundamentally reliant on the electrode materials that govern their performance, efficiency, and sustainability. Traditional materials, while foundational, often face limitations such as restricted reaction kinetics, structural deterioration, and dependence on costly or scarce elements, driving the need for continuous innovation. Emerging electrode materials are designed to overcome these challenges by delivering enhanced reaction activity, superior mechanical robustness, accelerated ion diffusion kinetics, and improved economic feasibility. In energy storage, for example, the shift from conventional graphite in lithium-ion batteries has led to the exploration of silicon-based anodes, offering a theoretical capacity more than tenfold higher despite the challenge of massive volume expansion, which is being mitigated through nanostructuring and carbon composites. Simultaneously, the rise of sodium-ion batteries, appealing due to sodium’s abundance, necessitates materials like hard carbon for the anode, as sodium’s larger ionic radius prevents efficient intercalation into graphite. In electrocatalysis, the high cost of platinum in fuel cells is being addressed by developing Platinum-Group-Metal-free (PGM-free) catalysts like metal–nitrogen–carbon (M-N-C) materials for the oxygen reduction reaction (ORR). Similarly, for the oxygen evolution reaction (OER) in water electrolysis, cost-effective alternatives such as nickel–iron hydroxides are replacing iridium and ruthenium oxides in alkaline environments. Furthermore, advancements in materials architecture, such as MXenes—two-dimensional transition metal carbides with metallic conductivity and high volumetric capacitance—and Single-Atom Catalysts (SACs)—which maximize metal utilization—are paving the way for significantly improved supercapacitor and catalytic performance. While significant progress has been made, challenges related to fundamental understanding, long-term stability, and the scalability of lab-based synthesis methods remain paramount for widespread commercial deployment. The future trajectory involves rational design leveraging advanced characterization, computational modeling, and machine learning to achieve holistic, system-level optimization for sustainable, next-generation electrochemical devices. Full article
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21 pages, 8156 KB  
Article
Cationic and Non-Ionic Surfactant–Assisted Morphological Engineering of CoMoO4 for High-Performance Asymmetric Supercapacitors
by Pritam J. Morankar, Aviraj M. Teli and Chan-Wook Jeon
Micromachines 2026, 17(1), 89; https://doi.org/10.3390/mi17010089 - 9 Jan 2026
Viewed by 327
Abstract
Precise morphology engineering is essential for enhancing the charge-storage capabilities of cobalt molybdate (CoMoO4). In this study, cobalt molybdate (CoMoO4, abbreviated as CoMo), cobalt molybdate–cetyltrimethylammonium bromide (CoMo-CTAB), and cobalt molybdate–cetyltrimethylammonium bromide/polyethylene glycol (CoMo-CTAB/PEG) electrodes were synthesized through a cationic–nonionic [...] Read more.
Precise morphology engineering is essential for enhancing the charge-storage capabilities of cobalt molybdate (CoMoO4). In this study, cobalt molybdate (CoMoO4, abbreviated as CoMo), cobalt molybdate–cetyltrimethylammonium bromide (CoMo-CTAB), and cobalt molybdate–cetyltrimethylammonium bromide/polyethylene glycol (CoMo-CTAB/PEG) electrodes were synthesized through a cationic–nonionic surfactant-assisted hydrothermal route. he introduction of CTAB promoted the formation of well-defined nanoflake structures, whereas the synergistic CTAB/PEG system produced a highly porous and interconnected nanosheet architecture, enabling enhanced electrolyte diffusion and redox accessibility. As a result, the CoMo-CTAB/PEG electrode delivered a high areal capacitance of 10.321 F cm−2 at 10 mA cm−2, markedly outperforming CoMo-CTAB and pristine CoMo electrodes. It also exhibited good rate capability, maintaining 63.64% of its capacitance at 50 mA cm−2. Long-term cycling tests revealed excellent durability, with over 83% capacitance retention after 12,000 cycles and high coulombic efficiency, indicating highly reversible Faradaic behavior. Moreover, an asymmetric pouch-type supercapacitor device (APSD) assembled using the optimized electrode demonstrated robust cycling stability. These findings underscore surfactant-directed morphology modulation as an effective and scalable strategy for developing high-performance CoMoO4-based supercapacitor electrodes. Full article
(This article belongs to the Section C:Chemistry)
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16 pages, 3832 KB  
Article
High-Capacitance Gold Nanoparticles from Rhus coriaria: Green Synthesis, Characterization and Electrochemical Evaluation for Supercapacitor Technologies
by Mehmet Firat Baran, Elchin Huseynov, Aziz Eftekhari, Abdulkadir Levent, Erdal Ertaş, Taras Kavetskyy, Ondrej Šauša, Evgeny Katz and Oleh Smutok
Micromachines 2026, 17(1), 82; https://doi.org/10.3390/mi17010082 - 8 Jan 2026
Viewed by 245
Abstract
The structural and electrochemical properties of gold nanoparticles biosynthesized from Rhus coriaria L. (Rc@AuNPs) were comprehensively investigated and characterized. R. coriaria (sumac) served as a natural gold reducing and capping agent due to its rich polyphenolic and phytochemical composition, enabling the sustainable, low-cost, [...] Read more.
The structural and electrochemical properties of gold nanoparticles biosynthesized from Rhus coriaria L. (Rc@AuNPs) were comprehensively investigated and characterized. R. coriaria (sumac) served as a natural gold reducing and capping agent due to its rich polyphenolic and phytochemical composition, enabling the sustainable, low-cost, and environmentally friendly synthesis of Rc@AuNPs. The electrochemical behavior of the hybrid material was evaluated using cyclic voltammetry (CV), galvanostatic charge–discharge (GCD), and electrochemical impedance spectroscopy (EIS). Rc@AuNPs exhibited specific capacitances of 129.48 F/g, 156.32 F/g, and 280.37 F/g in H2SO4, Na2SO4, and KOH electrolytes, respectively, indicating strong potential for supercapacitor and energy-storage applications. GCD analysis further showed Csp values of 107.69 F/g (H2SO4), 133.23 F/g (Na2SO4), and 348.34 F/g (KOH), confirming the highest charge-storage performance in basic media. EIS measurements supported these results, yielding equivalent series resistance (ESR) values of 67.96 Ω in H2SO4, 64.42 Ω in Na2SO4, and a notably lower 24.43 Ω in KOH, consistent with its higher ionic conductivity and more efficient charge transfer. Overall, the superior Csp and low ESR observed in KOH demonstrate the excellent capacitive behavior of Rc@AuNPs. These biosynthesized gold nanoparticles represent a promising and sustainable electrode material for high-performance energy-storage technologies. Full article
(This article belongs to the Section D:Materials and Processing)
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15 pages, 3058 KB  
Article
Influence of N2/Ar Flow Ratio on the Microstructure and Electrochemical Capacitive Performance of TiN Thin-Film Electrodes for Micro-Supercapacitors
by Jiaxin Tan, Lin Yi, Min Zhang and Suyuan Bai
Coatings 2026, 16(1), 69; https://doi.org/10.3390/coatings16010069 - 7 Jan 2026
Viewed by 251
Abstract
With the rapid development of the Internet of Things (IoT), micro-energy storage devices face increasing demands for miniaturization, high energy density, and high power density. Owing to their excellent electrical conductivity and mechanical strength, TiN thin films are promising candidates for micro-supercapacitor electrodes. [...] Read more.
With the rapid development of the Internet of Things (IoT), micro-energy storage devices face increasing demands for miniaturization, high energy density, and high power density. Owing to their excellent electrical conductivity and mechanical strength, TiN thin films are promising candidates for micro-supercapacitor electrodes. In this work, TiN thin films were prepared by direct current magnetron sputtering under different N2/Ar flow ratios. The effects of the N2/Ar flow ratio on the crystal structure, surface morphology, roughness, and electrochemical capacitive performance of TiN thin films were systematically investigated. The results show that at lower N2/Ar flow ratios, the films consist of a mixture of TiN and Ti2O3 phases, while at higher N2/Ar ratios, single-phase TiN with a preferred orientation along the (220) plane is detected in the obtained films. AFM measurements indicate that the root mean square roughness first increases and then decreases with increases in N2/Ar flow ratios, and it reaches a maximum of around 15.9 nm when the N2/Ar flow ratio is 5:15. XPS results show that the 5:15 sample contains the highest oxygen vacancy concentration, offering it the best conductivity, which is confirmed by four-probe measurements. Electrochemical tests demonstrate that the N2/Ar flow ratio has a significant influence on the specific capacitance of TiN films, with the highest value of 3.29 mF/cm2 achieved at a N2/Ar flow ratio of 5:15, which is likely due to the rough and porous surface and much better conductivity of the as-deposited films. This study provides an important experimental basis for optimizing the performance of TiN thin-film electrodes. Full article
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45 pages, 3067 KB  
Review
Direct Use in Electrochemical Energy Devices of Electrospun Nanofibres with Functional Nanostructures
by Maria Federica De Riccardis and Carmela Tania Prontera
Compounds 2026, 6(1), 3; https://doi.org/10.3390/compounds6010003 - 1 Jan 2026
Viewed by 275
Abstract
Electrospinning has emerged as a powerful technique for fabricating customised nanofibrous materials with integrated functional nanostructures, offering significant advantages for electrochemical energy applications. This review highlights recent advances in using electrospun nanofibres directly as active components in devices such as batteries, supercapacitors, and [...] Read more.
Electrospinning has emerged as a powerful technique for fabricating customised nanofibrous materials with integrated functional nanostructures, offering significant advantages for electrochemical energy applications. This review highlights recent advances in using electrospun nanofibres directly as active components in devices such as batteries, supercapacitors, and fuel cells. The emphasis is on the role of composite design, fibre morphology and surface chemistry in enhancing charge transport, catalytic activity and structural stability. Integrating carbon-based frameworks, conductive polymers, and inorganic nanostructures into electrospun matrices enables multifunctional behaviour and improves device performance. The resulting nanofibrous composite materials, often after heat treatment, can be used directly as electrodes or self-supporting layers, eliminating the need for additional processing steps such as size reduction or preparation of slurries and inks for creating functional nanofibre-based deposits. The importance of composite nanofibres as an emerging strategy for overcoming challenges related to scalability, long-term durability, and interface optimisation is also discussed. This review summarises the key results obtained to date and highlights the potential of electrospun nanofibres as scalable, high-performance materials for next-generation energy technologies, outlining future directions for their rational design and integration. Full article
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21 pages, 2118 KB  
Review
Electrode Materials and Prediction of Cycle Stability and Remaining Service Life of Supercapacitors
by Wen Jiang, Jingchen Wang, Rui Guo, Jinwei Wang, Jilong Song and Kai Wang
Coatings 2026, 16(1), 41; https://doi.org/10.3390/coatings16010041 - 1 Jan 2026
Cited by 2 | Viewed by 550
Abstract
This paper reviews the research progress of supercapacitors (SCs), including the influence of electrode materials on energy storage mechanism and performance, and life prediction. Supercapacitors show application potential in many fields due to their high-power density, fast charge–discharge capability, long cycle life, and [...] Read more.
This paper reviews the research progress of supercapacitors (SCs), including the influence of electrode materials on energy storage mechanism and performance, and life prediction. Supercapacitors show application potential in many fields due to their high-power density, fast charge–discharge capability, long cycle life, and environmental protection characteristics. In this paper, the energy storage mechanism of the double-layer capacitor, pseudocapacitor, and asymmetric supercapacitor are discussed. New electrode materials, such as carbon-based materials, metal oxides, and conductive polymers, are reviewed based on the performance optimization measures that are involved in the microstructure design of electrode materials, and integrate the rule prediction of supercapacitors into comprehensive learning. When designing and using supercapacitors, we should not only pay attention to their life but also pay attention to their remaining service life in real time. The paper also mentions the progress of life prediction technology, which is of great significance to improve the reliability and maintenance efficiency of energy storage equipment, and ensure the long-term stable operation of energy storage systems. Future research directions include increasing energy density, extending life, adapting to extreme environments, developing flexible and wearable devices, intelligent management, and reducing costs. Full article
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25 pages, 12071 KB  
Article
Self-Adaptive Virtual Synchronous Generator Control for Photovoltaic Hybrid Energy Storage Systems Based on Radial Basis Function Neural Network
by Mu Li and Shouyuan Wu
Symmetry 2026, 18(1), 70; https://doi.org/10.3390/sym18010070 - 31 Dec 2025
Viewed by 212
Abstract
Renewable energy’s growing penetration erodes traditional power systems’ inherent dynamic symmetry—balanced inertia, damping, and frequency response. This paper proposes a self-adaptive virtual synchronous generator (VSG) control strategy for a photovoltaic hybrid energy storage system (PV-HESS) based on a radial basis function (RBF) neural [...] Read more.
Renewable energy’s growing penetration erodes traditional power systems’ inherent dynamic symmetry—balanced inertia, damping, and frequency response. This paper proposes a self-adaptive virtual synchronous generator (VSG) control strategy for a photovoltaic hybrid energy storage system (PV-HESS) based on a radial basis function (RBF) neural network. The strategy establishes a dynamic adjustment framework for inertia and damping parameters via online learning, demonstrating enhanced system stability and robustness compared to conventional VSG methods. In the structural design, the DC-side energy storage system integrates a passive filter to decouple high- and low-frequency power components, with the supercapacitor attenuating high-frequency power fluctuations and the battery stabilizing low-frequency power variations. A small-signal model of the VSG active power loop is developed, through which the parameter ranges for rotational inertia (J) and damping coefficient (D) are determined by comprehensively considering the active loop cutoff frequency, grid connection standards, stability margin, and frequency regulation time. Building on this analysis, an adaptive parameter control strategy based on an RBF neural network is proposed. Case studies show that under various conditions, the proposed RBF strategy significantly outperforms conventional methods, enhancing key performance metrics in stability and dynamic response by 16.98% to 70.37%. Full article
(This article belongs to the Special Issue New Power System and Symmetry)
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31 pages, 4770 KB  
Article
Optimization Strategies for Hybrid Energy Storage Systems in Fuel Cell-Powered Vessels Using Improved Droop Control and POA-Based Capacity Configuration
by Xiang Xie, Wei Shen, Hao Chen, Ning Gao, Yayu Yang, Abdelhakim Saim and Mohamed Benbouzid
J. Mar. Sci. Eng. 2026, 14(1), 58; https://doi.org/10.3390/jmse14010058 - 29 Dec 2025
Viewed by 246
Abstract
The maritime industry faces significant challenges from energy consumption and air pollution. Fuel cells, especially hydrogen types, offer a promising clean alternative with high energy density and rapid refueling, but their slow dynamic response necessitates integration with lithium batteries (energy storage) and supercapacitors [...] Read more.
The maritime industry faces significant challenges from energy consumption and air pollution. Fuel cells, especially hydrogen types, offer a promising clean alternative with high energy density and rapid refueling, but their slow dynamic response necessitates integration with lithium batteries (energy storage) and supercapacitors (power storage). This paper investigates a hybrid vessel power system combining a fuel cell with a Hybrid Energy Storage System (HESS) to address these limitations. An improved droop control strategy with adaptive coefficients is developed to ensure balanced State of Charge (SOC) and precise current sharing, enhancing system performance. A comprehensive protection strategy prevents overcharging and over-discharging through SOC limit management and dynamic filter adjustment. Furthermore, the Parrot Optimization Algorithm (POA) optimizes HESS capacity configuration by simultaneously minimizing battery degradation, supercapacitor degradation, DC bus voltage fluctuations, and system cost under realistic operating conditions. Simulations show SOC balancing within 100 s (constant load) and 135 s (variable load), with the lithium battery peak power cut by 18% and the supercapacitor peak power increased by 18%. This strategy extends component life and boosts economic efficiency, demonstrating strong potential for fuel cell-powered vessels. Full article
(This article belongs to the Special Issue Sustainable Marine and Offshore Systems for a Net-Zero Future)
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31 pages, 5337 KB  
Article
Energy Management in Multi-Source Electric Vehicles Through Multi-Objective Whale Particle Swarm Optimization Considering Aging Effects
by Nikolaos Fesakis, Christos Megagiannis, Georgia Eirini Lazaridou, Efstratia Sarafoglou, Aristotelis Tzouvaras and Athanasios Karlis
Energies 2026, 19(1), 154; https://doi.org/10.3390/en19010154 - 27 Dec 2025
Viewed by 301
Abstract
As the adoption of electric vehicles increases, hybrid energy storage systems (HESS) combining batteries and supercapacitors mitigate the conflict between high energy capacity and power demand, particularly during acceleration and transient loads. However, frequent current fluctuations accelerate battery degradation, reducing long-term performance. This [...] Read more.
As the adoption of electric vehicles increases, hybrid energy storage systems (HESS) combining batteries and supercapacitors mitigate the conflict between high energy capacity and power demand, particularly during acceleration and transient loads. However, frequent current fluctuations accelerate battery degradation, reducing long-term performance. This study presents a multi-objective Whale–Particle Swarm Optimization Algorithm (MOWPSO) for tuning the control parameters of a HESS composed of a lithium-ion battery and a supercapacitor. The proposed full-active configuration with dual bidirectional DC converters enables precise current sharing and independent regulation of energy and power flow. The optimization framework minimizes four objectives: mean battery current amplitude, cumulative aging index, final state-of-charge deviation, and an auxiliary penalty term promoting consistent battery–supercapacitor cooperation. The algorithm operates offline to identify Pareto-optimal controller settings under the Federal Test Procedure 75 cycle, while the selected compromise solution governs real-time current distribution. Robustness is assessed through multi-seed hypervolume analysis, and results demonstrate over 20% reduction in battery aging and approximately 25% increase in effective cycle life compared to battery-only, rule-based and metaheuristic algorithm strategies control. Cross-cycle validation under highway and worldwide driving profiles confirms the controller’s adaptability and stable current-sharing performance without re-tuning. Full article
(This article belongs to the Special Issue Energy Management and Control System of Electric Vehicles)
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22 pages, 1902 KB  
Article
Optimization of Energy Management Strategy for Hybrid Power System of Rubber-Tyred Gantry Cranes Based on Wavelet Packet Decomposition
by Hanwu Liu, Kaicheng Yang, Le Liu, Yaojie Zheng, Xiangyang Cao, Wencai Sun, Cheng Chang, Yuhang Ma and Yuxuan Zheng
Energies 2026, 19(1), 139; https://doi.org/10.3390/en19010139 - 26 Dec 2025
Viewed by 198
Abstract
To further enhance economic efficiency and optimize energy conservation and emission reduction performance, an optimized energy management strategy (EMS) tailored for the hybrid power system of rubber-tyred gantry cranes is proposed. Wavelet packet decomposition (WPD) was employed as the signal processing approach, and [...] Read more.
To further enhance economic efficiency and optimize energy conservation and emission reduction performance, an optimized energy management strategy (EMS) tailored for the hybrid power system of rubber-tyred gantry cranes is proposed. Wavelet packet decomposition (WPD) was employed as the signal processing approach, and this method was further integrated with EMS for hybrid power systems. Through a three-layer progressive architecture comprising WPD frequency–domain decoupling, fuzzy logic real-time adjustment, and PSO offline global optimization, a cooperative optimization mechanism has been established in this study between the frequency-domain characteristics of signals, the physical properties of energy storage components, and the real-time and long-term states of the system. Firstly, the modeling and simulation of the power system were conducted. Subsequently, an EMS based on WPD and limit protection was developed: the load power curve was decomposed into different frequency bands, and power allocation was implemented via the WPD algorithm. Meanwhile, the operating states of lithium batteries and supercapacitors were adjusted in combination with state of charge limits. Simulation results show that this strategy can achieved reasonable allocation of load power, effectively suppressed power fluctuations of the auxiliary power unit system, and enhanced the stability and economy of the hybrid power system. Afterward, a fuzzy controller was designed to re-allocate the power of the hybrid energy storage system (HESS), with energy efficiency and battery durability set as optimization indicators. Furthermore, particle swarm optimization algorithms were adopted to optimize the EMS. The simulation results indicate that the optimized EMS enabled more reasonable power allocation of the HESS, accompanied by better economic performance and control effects. The proposed EMS demonstrated unique system-level advantages in enhancing energy efficiency, extending battery lifespan, and reducing the whole-life cycle cost. Full article
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