Skip Content
You are currently on the new version of our website. Access the old version .

5,133 Results Found

  • Article
  • Open Access
172 Citations
28,827 Views
16 Pages

A Generalized SOC-OCV Model for Lithium-Ion Batteries and the SOC Estimation for LNMCO Battery

  • Caiping Zhang,
  • Jiuchun Jiang,
  • Linjing Zhang,
  • Sijia Liu,
  • Leyi Wang and
  • Poh Chiang Loh

1 November 2016

A state-of-charge (SOC) versus open-circuit-voltage (OCV) model developed for batteries should preferably be simple, especially for real-time SOC estimation. It should also be capable of representing different types of lithium-ion batteries (LIBs), r...

  • Article
  • Open Access
9 Citations
1,832 Views
21 Pages

18 September 2023

The State of Charge (SOC) is a crucial parameter in battery management systems, making accurate estimation of SOC essential for adjusting control strategies in automotive energy management and ensuring the performance of electric vehicles. In order t...

  • Article
  • Open Access
32 Citations
6,387 Views
19 Pages

V-SOC4AS: A Vehicle-SOC for Improving Automotive Security

  • Vita Santa Barletta,
  • Danilo Caivano,
  • Mirko De Vincentiis,
  • Azzurra Ragone,
  • Michele Scalera and
  • Manuel Ángel Serrano Martín

14 February 2023

Integrating embedded systems into next-generation vehicles is proliferating as they increase safety, efficiency, and driving comfort. These functionalities are provided by hundreds of electronic control units (ECUs) that communicate with each other u...

  • Article
  • Open Access
4 Citations
1,781 Views
16 Pages

Mechanism and Data-Driven Fusion SOC Estimation

  • Aijun Tian,
  • Weidong Xue,
  • Chen Zhou,
  • Yongquan Zhang and
  • Haiying Dong

2 October 2024

An accurate assessment of the state of charge (SOC) of electric vehicle batteries is critical for implementing frequency regulation and peak shaving. This study proposes mechanism- and data-driven SOC fusion calculation methods. First, a second-order...

  • Feature Paper
  • Article
  • Open Access
9 Citations
6,408 Views
36 Pages

The purpose of this paper is to analyze the accuracy of three state of charge (SOC) estimators of a rechargeable Li-ion SAFT battery based on two accurate Li-ion battery models, namely a linear RC equivalent electrical circuit (ECM) and a nonlinear S...

  • Review
  • Open Access
329 Citations
29,911 Views
23 Pages

Review on the Battery Model and SOC Estimation Method

  • Wenlu Zhou,
  • Yanping Zheng,
  • Zhengjun Pan and
  • Qiang Lu

20 September 2021

The accuracy of the power battery model and SOC estimation directly affects the vehicle energy management control strategy and the performance of the electric vehicle, which is of great significance to the efficient management of the battery and the...

  • Article
  • Open Access
4 Citations
2,389 Views
12 Pages

3 September 2023

Soil erosion exerts a profound impact on the stocks of soil organic carbon (SOC), disrupting the carbon cycle and contributing to global warming. Through its role in mitigating soil erosion, the soil retention service of ecosystems holds the potentia...

  • Article
  • Open Access
4 Citations
3,265 Views
15 Pages

A Fully Integrated RFID Reader SoC

  • Jian-Guo Hu,
  • Wen-Zhuo Mei,
  • Jin Wu,
  • Jia-Wei Li and
  • De-Ming Wang

29 August 2023

The traditional RFID reader module relies on a discrete original design. This design integrates a microcontroller, high-frequency RFID reader IC and other multiple chips onto a PCB board, leading to bottlenecks in cost, power consumption, stability a...

  • Article
  • Open Access
11 Citations
6,313 Views
17 Pages

5 August 2022

In order to improve the estimation accuracy of the state of charge (SOC) of lithium iron phosphate power batteries for vehicles, this paper studies the prominent hysteresis phenomenon in the relationship between the state of charge and the open circu...

  • Article
  • Open Access
7 Citations
3,909 Views
9 Pages

Psychometric Properties of the SOC-13 Scale in Colombian Adults

  • Ana Cristina Mafla,
  • Mauricio Herrera-López,
  • Karen España-Fuelagan,
  • Iván Ramírez-Solarte,
  • Carmen Gallardo Pino and
  • Falk Schwendicke

The aim of this study was to determine the psychometric properties of the Spanish version of the SOC-13 in Colombian adults. The SOC-13 questionnaire was administered to 489 individuals aged ≥18 years who were in lockdown from March to July 2020 i...

  • Review
  • Open Access
93 Citations
22,515 Views
37 Pages

18 January 2024

Lithium-ion batteries have revolutionized the portable and stationary energy industry and are finding widespread application in sectors such as automotive, consumer electronics, renewable energy, and many others. However, their efficiency and longevi...

  • Article
  • Open Access
166 Citations
28,480 Views
18 Pages

An Online SOC and SOH Estimation Model for Lithium-Ion Batteries

  • Shyh-Chin Huang,
  • Kuo-Hsin Tseng,
  • Jin-Wei Liang,
  • Chung-Liang Chang and
  • Michael G. Pecht

10 April 2017

The monitoring and prognosis of cell degradation in lithium-ion (Li-ion) batteries are essential for assuring the reliability and safety of electric and hybrid vehicles. This paper aims to develop a reliable and accurate model for online, simultaneou...

  • Proceeding Paper
  • Open Access
4 Citations
3,367 Views
8 Pages

Verification of SoC Using Advanced Verification Methodology

  • Pranuti Pamula,
  • Durga Prasad Gorthy,
  • Phalguni Singh Ngangbam and
  • Aravindhan Alagarsamy

13 March 2023

The semiconductor industry has evolved significantly since its founding in 1950. Transistors and diodes are the primarily used electronic devices, but advancements in technology have led to more complex semiconductor devices, from printed circuit boa...

  • Article
  • Open Access
99 Citations
12,695 Views
13 Pages

Comparison Study on the Battery SoC Estimation with EKF and UKF Algorithms

  • Hongwen He,
  • Hongzhou Qin,
  • Xiaokun Sun and
  • Yuanpeng Shui

30 September 2013

The battery state of charge (SoC), whose estimation is one of the basic functions of battery management system (BMS), is a vital input parameter in the energy management and power distribution control of electric vehicles (EVs). In this paper, two me...

  • Article
  • Open Access
818 Views
23 Pages

8 November 2025

To achieve accurate estimates of a lithium-ion battery’s charge level (SOC) and health condition (SOH), this paper tackles key issues in battery management by introducing a framework built around an adaptive square root cubature Kalman filter (...

  • Article
  • Open Access
33 Citations
9,368 Views
15 Pages

23 October 2013

Sediment generated by interrill erosion is commonly assumed to be enriched in soil organic carbon (SOC) compared to the source soil. However, the reported SOC enrichment ratios (ERSOC) vary widely. It is also noteworthy that most studies reported tha...

  • Article
  • Open Access
10 Citations
3,088 Views
20 Pages

Effect of Biochar Types and Rates on SOC and Its Active Fractions in Tropical Farmlands of China

  • Mingwan Chen,
  • Daquan Liu,
  • Xujie Shao,
  • Shoupeng Li,
  • Xin Jin,
  • Jincun Qi,
  • Hong Liu,
  • Chen Li,
  • Changjiang Li and
  • Changzhen Li

26 March 2024

To date, most studies have shown that biochar has great potential in carbon sequestration and reduction, as well as soil quality improvement. However, there is limited knowledge of its effect on soil organic carbon (SOC) fractions in tropical farmlan...

  • Article
  • Open Access
19 Citations
4,315 Views
18 Pages

Optimal SoC Balancing Control for Lithium-Ion Battery Cells Connected in Series

  • Chi Nguyen Van,
  • Thuy Nguyen Vinh,
  • Minh-Duc Ngo and
  • Seon-Ju Ahn

16 May 2021

The optimal state of charge (SoC) balancing control for series-connected lithium-ion battery cells is presented in this paper. A modified SoC balancing circuit for two adjacent cells, based on the principle of a bidirectional Cuk converter, is propos...

  • Review
  • Open Access
390 Citations
37,453 Views
33 Pages

SoC Estimation for Lithium-ion Batteries: Review and Future Challenges

  • Juan Pablo Rivera-Barrera,
  • Nicolás Muñoz-Galeano and
  • Henry Omar Sarmiento-Maldonado

Energy storage emerged as a top concern for the modern cities, and the choice of the lithium-ion chemistry battery technology as an effective solution for storage applications proved to be a highly efficient option. State of charge (SoC) represents t...

  • Article
  • Open Access
22 Citations
6,080 Views
15 Pages

Compact Convolutional Neural Network Accelerator for IoT Endpoint SoC

  • Fen Ge,
  • Ning Wu,
  • Hao Xiao,
  • Yuanyuan Zhang and
  • Fang Zhou

As a classical artificial intelligence algorithm, the convolutional neural network (CNN) algorithm plays an important role in image recognition and classification and is gradually being applied in the Internet of Things (IoT) system. A compact CNN ac...

  • Article
  • Open Access
655 Views
19 Pages

An Agricultural Hybrid Carbon Model for National-Scale SOC Stock Spatial Estimation

  • Nikiforos Samarinas,
  • Nikolaos L. Tsakiridis,
  • Eleni Kalopesa and
  • Nikolaos Tziolas

Soil Organic Carbon (SOC) stocks in croplands play a key role for climate change mitigation and soil sustainability, with proper management techniques enhancing carbon storage to support these goals. This study focuses on the development of a hybrid...

  • Feature Paper
  • Article
  • Open Access
42 Citations
7,045 Views
23 Pages

Tabular Open Circuit Voltage Modelling of Li-Ion Batteries for Robust SOC Estimation

  • Sneha Sundaresan,
  • Bharath Chandra Devabattini,
  • Pradeep Kumar,
  • Krishna R. Pattipati and
  • Balakumar Balasingam

2 December 2022

Battery management systems depend on open circuit voltage (OCV) characterization for state of charge (SOC) estimation in real time. The traditional approach to OCV-SOC characterization involves collecting OCV-SOC data from sample battery cells and th...

  • Article
  • Open Access
2 Citations
2,089 Views
9 Pages

30 June 2022

There is a “symbiotic relationship” between permafrost and the forest ecosystem; the melted permafrost provides sufficient water for forest growth, and the forest ecosystem plays an important role in protecting the permafrost. Aiming to s...

  • Article
  • Open Access
28 Citations
5,283 Views
16 Pages

SOC Estimation with an Adaptive Unscented Kalman Filter Based on Model Parameter Optimization

  • Xiangwei Guo,
  • Xiaozhuo Xu,
  • Jiahao Geng,
  • Xian Hua,
  • Yan Gao and
  • Zhen Liu

6 October 2019

State of charge (SOC) estimation is generally acknowledged to be one of the most important functions of the battery management system (BMS) and is thus widely studied in academia and industry. Based on an accurate SOC estimation, the BMS can optimize...

  • Article
  • Open Access
5 Citations
1,602 Views
20 Pages

The Frequency Control Strategy of a Wind–Storage Combined System Considering Battery SOC

  • Xi Wang,
  • Xi Ye,
  • Wei Wei,
  • Yanfeng Wang,
  • Tong Zhu,
  • Chang Liu and
  • Yufan Chen

15 August 2023

The wind power capacity has increased a lot recently and the number of close energy storage systems has also rapidly increased. To enhance the frequency stability support ability of such wind–storage combined systems, this paper proposes a virt...

  • Article
  • Open Access
9 Citations
7,185 Views
20 Pages

SOC Estimation Methods for Lithium-Ion Batteries without Current Monitoring

  • Zhaowei Zhang,
  • Junya Shao,
  • Junfu Li,
  • Yaxuan Wang and
  • Zhenbo Wang

29 August 2023

State of charge (SOC) estimation is an important part of a battery management system (BMS). As for small portable devices powered by lithium-ion batteries, no current sensor will be configured in BMS, which presents a challenge to traditional current...

  • Brief Report
  • Open Access
677 Views
10 Pages

SOC-Dependent Compression of Lithium-Ion Battery Electrodes

  • Tom Schabenberger,
  • Axel Durdel,
  • Simon Kücher and
  • Andreas Jossen

22 November 2025

Young’s modulus is a key parameter to describe the compressive behavior of battery electrodes and is therefore frequently employed in mechanical models. In most studies, this property is determined using pristine electrodes. However, during ele...

  • Article
  • Open Access
16 Citations
5,027 Views
19 Pages

In DC microgrids, distributed energy storage plays a key role in stabilizing the DC bus voltage. The bidirectional DC/DC converter in the distributed energy storage system should be designed according to the voltage level and electromagnetic isolatio...

  • Feature Paper
  • Article
  • Open Access
6 Citations
3,272 Views
16 Pages

27 December 2022

Battery energy storage systems are widely used in energy storage microgrids. As the index of stored energy level of a battery, balancing the State-of-Charge (SoC) can effectively restrain the circulating current between battery cells. Compared with p...

  • Article
  • Open Access
37 Citations
4,793 Views
13 Pages

Stable and Accurate Estimation of SOC Using eXogenous Kalman Filter for Lithium-Ion Batteries

  • Qizhe Lin,
  • Xiaoqi Li,
  • Bicheng Tu,
  • Junwei Cao,
  • Ming Zhang and
  • Jiawei Xiang

1 January 2023

The state of charge (SOC) for a lithium-ion battery is a key index closely related to battery performance and safety with respect to the power supply system of electric vehicles. The Kalman filter (KF) or extended KF (EKF) is normally employed to est...

  • Article
  • Open Access
1 Citations
1,151 Views
19 Pages

Long-Term Caragana korshinskii Restoration Enhances SOC Stability but Reduces Sequestration Efficiency over 40 Years in Degraded Loess Soils

  • Zhijing Xue,
  • Shuangying Wang,
  • Anqi Wang,
  • Shengwei Huang,
  • Tingting Qu,
  • Qin Chen,
  • Xiaoyun Li,
  • Rui Wang,
  • Zhengyao Liu and
  • Zhibao Dong

Caragana korshinskii, a key species in China’s Grain for Green Project on the Loess Plateau, is effective in enhancing soil C sequestration. However, whether its contribution to SOC (soil organic carbon) stability persists over multi-decadal re...

  • Article
  • Open Access
3 Citations
1,638 Views
14 Pages

25 November 2024

Early SOC balancing techniques primarily centered on simple hardware circuit designs. Passive balancing circuits utilize resistors to consume energy, aiming to balance the SOC among batteries; however, this approach leads to considerable energy wasta...

  • Article
  • Open Access
15 Citations
4,230 Views
13 Pages

Evaluation of LFP Battery SOC Estimation Using Auxiliary Particle Filter

  • Qinghe Liu,
  • Shouzhi Liu,
  • Haiwei Liu,
  • Hao Qi,
  • Conggan Ma and
  • Lijun Zhao

28 May 2019

State of charge (SOC) estimation of lithium batteries is one of the most important unresolved problems in the field of electric vehicles. Due to the changeable working environment and numerous interference sources on vehicles, it is more difficult to...

  • Article
  • Open Access
1,082 Views
12 Pages

Assessing SOC Estimations via Reverse-Time Kalman for Small Unmanned Aircraft

  • Manuel R. Arahal,
  • Alfredo Pérez Vega-Leal,
  • Manuel G. Satué and
  • Sergio Esteban

17 October 2024

This paper presents a method to validate state of charge (SOC) estimations in batteries for their use in remotely manned aerial vehicles (UAVs). The SOC estimation must provide the mission control with a measure of the available range of the aircraft...

  • Article
  • Open Access
3 Citations
2,663 Views
13 Pages

SOC Estimation Based on Combination of Electrochemical and External Characteristics for Hybrid Lithium-Ion Capacitors

  • Xiaofan Huang,
  • Renjie Gao,
  • Luyao Zhang,
  • Xinrong Lv,
  • Shaolong Shu,
  • Xiaoping Tang,
  • Ziyao Wang and
  • Junsheng Zheng

Hybrid lithium-ion capacitors (HyLICs) have received considerable attention because of their ability to combine the advantages of high-energy lithium-ion batteries and high-power supercapacitors. State of charge (SOC) is the main factor affecting the...

  • Article
  • Open Access
13 Citations
3,516 Views
17 Pages

The Joint Estimation of SOC-SOH for Lithium-Ion Batteries Based on BiLSTM-SA

  • Lingling Wu,
  • Chao Chen,
  • Zhenhua Li,
  • Zhuo Chen and
  • Hao Li

Lithium-ion batteries are commonly employed in energy storage because of their extended service life and high energy density. This trend has coincided with the rapid growth of renewable energy and electric automobiles. However, as usage cycles increa...

  • Article
  • Open Access
3 Citations
1,079 Views
19 Pages

A Fast SOC Balancing Method for MMC-BESS Based on Nonlinear Model-Predictive Control

  • Xiaofan Ji,
  • Fengxiang Xie,
  • Yuantang Qi,
  • Yongdong Ji,
  • Decun Niu and
  • Qizhong Yan

13 May 2025

In modular multilevel converter battery energy storage systems (MMC-BESS), state-of-charge (SOC) balancing is essential for ensuring safe and reliable operation. Existing methods based on linear controllers or conventional model-predictive control (M...

  • Article
  • Open Access
19 Citations
6,584 Views
17 Pages

Grid-Scale BESS for Ancillary Services Provision: SoC Restoration Strategies

  • Giuliano Rancilio,
  • Arianna Rossi,
  • Claudio Di Profio,
  • Martino Alborghetti,
  • Andrea Galliani and
  • Marco Merlo

15 June 2020

The future power system, characterized by lower inertia, reduced programmability and more distributed architecture, will depend on prompt and reliable control systems. Quick ancillary services provided by battery energy storage systems (BESS) could b...

  • Article
  • Open Access
77 Citations
7,683 Views
13 Pages

9 October 2022

The estimation of the state of charge (SOC) of a battery’s power is one of the key technologies in a battery management system (BMS). As a common SOC estimation method, the traditional ampere-hour integral method regards the actual capacity of...

  • Article
  • Open Access
4 Citations
4,431 Views
16 Pages

11 February 2021

By reporting findings from Wave 6 of the World Values Survey, this paper presents a renewed understanding of the relationship between religiosity and individual agency that is defined as sense of control (SOC) in life. In doing so, it proposes two co...

  • Article
  • Open Access
6 Citations
2,299 Views
12 Pages

The Content and Stratification of SOC and Its Humified Fractions Using Different Soil Tillage and Inter-Cropping

  • Alvyra Slepetiene,
  • Grazina Kadziene,
  • Skaidre Suproniene,
  • Aida Skersiene and
  • Ona Auskalniene

23 January 2024

Five different tillage systems were researched in a Cambisol of a loam texture in the long-term experiment: conventional ploughing at 22–24 cm (CT), shallow ploughing at 16–18 cm (ShT), harrowing at 8–10 cm (MT1), harrowing at 14&nd...

  • Article
  • Open Access
1,404 Views
14 Pages

State of Charge (SoC) Accurate Estimation Using Different Models of LSTM

  • Fehr Hassan,
  • Mohamed El-Bably and
  • Roaa I. Mubarak

Accurately estimating the State of Charge (SoC) is essential for optimal battery charge control and predicting the operational range of electric vehicles. The precision of SoC estimation directly influences these vehicles’ range and safety. How...

  • Article
  • Open Access
11 Citations
2,790 Views
17 Pages

1 June 2020

Based on the droop control, voltage regulation at the secondary control is required to eliminate the deviation of the average voltage across the microgrid. Meanwhile, to prevent any of energy storage (ESs) from over-charging or over-discharging, Stat...

  • Article
  • Open Access
1 Citations
1,851 Views
17 Pages

28 October 2023

Stability analysis has been extensively employed in evaluating the genotype x environment interaction, but it can also be conveniently applied to cropping systems. This study applied stability analysis to a long-term experiment (1998–2016) cond...

  • Article
  • Open Access
2 Citations
2,400 Views
15 Pages

29 August 2023

LiFePO4 batteries exhibit voltage plateau and voltage hysteresis characteristics during charging and discharging processes; however, the estimation of state-of-charge relies on voltage detection. Thus, the estimation accuracy of SOC is low in a tradi...

  • Article
  • Open Access
4 Citations
1,788 Views
25 Pages

Effective path planning in complex underwater environments serves as a critical determinant of autonomous underwater vehicle (AUVs) energy efficiency, while simultaneously influencing sensor operational demands and battery state-of-charge (SOC) dynam...

  • Article
  • Open Access
4 Citations
2,345 Views
15 Pages

7 March 2023

Accuracy of battery charge status (SOC) estimation plays a significant role in the management of electric vehicle power batteries. However, recently, abrupt changes from SOC data often occurs in the actual operation of electric vehicles and some erro...

  • Article
  • Open Access
36 Citations
3,863 Views
17 Pages

7 April 2020

Accurate estimation of the state of charge (SOC) is an important criterion to prevent the batteries from being over-charged or over-discharged, and this assures an electric vehicle’s safety and reliability. To investigate the effect of differen...

  • Article
  • Open Access
10 Citations
6,330 Views
15 Pages

17 March 2017

This paper used a Vanadium Redox flow Battery (VRB) as the storage battery and designed a two-stage topology of a VRB energy storage system in which a phase-shifted full bridge dc-dc converter and three-phase inverter were used, considering the low t...

  • Article
  • Open Access
31 Citations
5,216 Views
17 Pages

With the rapid development of renewable energy technologies, islanded DC microgrids have received extensive attention in the field of distributed power generation due to their plug-and-play, flexible operation modes and convenient power conversion, a...

of 103