... applications. Therefore, this study proposes an improved lithium-ion battery SOC estimation method that combines deep residual shrinkage network (DRSN) and bidirectional gated recurrent unit (BiGRU) to enhance the SOC estimation accuracy. First, we insert the bidirectional gated recurrent unit neural network...

...Fan Yang; Yuxuan Xu; Lei Su; Zhichun Yang; Yu Feng; Cheng Zhang; Tao Shao The internal battery parameters of the lithium-ion battery energy storage system may be inconsistent due to different aging degrees during the operation, and the thermal effect can also threaten the safety of the system...

...: 13759906260@126.com Email: 471687648@qq.com 09 10 2022 19 02 2023 20 02 2023 05 04 2023 LiNi 0.5 Mn 1.5 O 4 cathode material coating modification lithium-ion battery cyclic stability batteries electrochemical engineering innovative material synthesis and manufacturing...

... , H. , Liu , X. , Zhang , C. , Xu , X. , Ling , H. , and Yang , S. , 2020 , “ A Comprehensive Review on Inconsistency and Equalization Technology of Lithium-Ion Battery for Electric Vehicles ,” Int. J. Energy Res. , 44 ( 14 ), pp. 11059 – 11087 . 10.1002/er.5683 [2...

... [1] Armand , M. , and Tarascon , J. M. , 2008 , “ Building Better Batteries ,” Nature , 451 ( 7179 ), pp. 652 – 657 . 10.1038/451652a [2] Blomgren , G. E. , 2017 , “ The Development and Future of Lithium Ion Batteries ,” J. Electrochem. Soc. , 164 ( 1 ), pp. A5019...

...Jianlong Chen; Chenghao Zhang; Cong Chen; Chenlei Lu; Dongji Xuan State of charge (SOC) of lithium-ion batteries is an indispensable performance indicator in a battery management system (BMS), which is essential to ensure the safe operation of the battery and avoid potential hazards. However, SOC...

... materials [ 31 ]. Our work does not involve short circuiting of lithium-ion battery, and the lithium deposition [ 5 ] caused by battery abuse is not studied in our work. The study of the deposition of lithium-ion batteries will be investigated in the future work. The two aging models of the SEI growth...

... Email: 987827894@qq.com Email: 957644526@qq.com Email: 1179152585@qq.com Email: ainatian@hbut.edu.cn 1 Corresponding author. Email: jcjiang@hbut.edu.cn 21 06 2022 31 08 2022 31 08 2022 03 10 2022 electric vehicle lithium-ion battery data drive fault...

...Waleed Zakri; Hassan Fagehi; Muapper Alhadri; Ahmed Abutaleb; Siamak Farhad Flexible lithium-ion batteries (LIBs) have a strong oncoming consumer market demand for use in wearable electronic devices, flexible smart electronics, roll-up displays, electronic shelf labels, active radio-frequency...

...Gang Qu; Wei Zhang; Qing-shan Fu; Zu-xiao Yu; Yu-ping Shen; Jian Chen Currently, most of the anode materials for lithium-ion batteries (LIBs) suffer from the problems of capacity degradation and reduction of cycle life due to volume expansion and polarization. Here we have successfully prepared...

... operation of electric vehicles [ 3 ]. National Natural Science Foundation of China 10.13039/501100001809 51607060 lithium-ion battery fault diagnosis cell inconsistency piecewise dimensionality reduction outlier identification References [1] Zhu , X. , Wang , H...

...Wei Li; Akhil Garg; Ningbo Wang; Liang Gao; My Loan Le Phung; Van Man Tran Battery Thermal Management System (BTMS) is crucial to maintain peak temperature and temperature difference of lithium-ion battery pack in appropriate range, thus ensuring best performance, extended cycle life and safety...

... purposes. 09 02 2022 26 03 2022 27 03 2022 06 06 2022 transition metal dissolution layered cathode lithium-ion battery corrosion in-situ X-ray imaging advanced materials characterization batteries Lithium-ion batteries (LIBs) are one of the most important energy...

... 2022 05 05 2022 06 05 2022 30 05 2022 lithium-ion battery cell balancing state of charge optimal control SQP energy storage analysis and design of components devices and systems batteries electrochemical engineering thermal management Li-ion battery pack formed...

...-level. Finally, we assess the influence of the coating on the hollow particle and found that it can effectively push the whole active particle into a compressive state. 25 02 2022 18 04 2022 22 04 2022 17 05 2022 lithium-ion battery chemomechanical model hollow particle...

...Chun Chang; Shaojin Wang; Jiuchun Jiang; Yang Gao; Yan Jiang; Li Liao In order to ensure the driving safety of electric vehicles and avoid potential failures, it is important to properly estimate the state of health (SOH) of lithium-ion batteries. In this paper, a method of lithium-ion battery SOH...

...Zhenhai Gao; Shun Rao; Tianyao Zhang; Weifeng Li; Xiao Yang; Yupeng Chen; Yadan Zheng; Yuhang Ding; Tingyue Dong; Songyu Li As the energy density of lithium-ion batteries continues to increase, battery safety issues characterized by thermal runaway have become increasingly severe. Battery safety...

...Wei Li; Kai Wu; Jinyang Song; Yong Chen; Wei Qiu; Jiani Li; Jun Xu The behavior of lithium-ion batteries (LIBs) under mechanical loading is a complex multiphysics process including mechanical deformation, internal short circuit, and thermal runaway. To deeply understand the mechanism of battery...

...Ning He; Cheng Qian; Lile He As an important energy storage device, lithium-ion batteries have vast applications in daily production and life. Therefore, the remaining useful life (RUL) prediction of such batteries is of great significance, which can maintain the efficacy and reliability...

... Batteries ,” Appl. Energy , 183 , pp. 513 – 525 . 10.1016/j.apenergy.2016.09.010 [3] Chiang , Y.-H. , Sean , W.-Y. , and Ke , J.-C. , 2011 , “ Online Estimation of Internal Resistance and Open-Circuit Voltage of Lithium-Ion Batteries in Electric Vehicles ,” J. Power Sources , 196...