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Keywords: state of health
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2025, 22(4): 041001.
Paper No: JEECS-24-1146
Published Online: October 30, 2024
...Junchao Zhu; Jun Zhang; Jian Kang; ChengZhi Liu; Hua Chen; Tiezhou Wu The state of health (SOH) of lithium-ion batteries is a crucial parameter for assessing battery degradation. The aim of this study is to solve the problems of single extraction of health features (HFs) and redundancy...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2025, 22(3): 031009.
Paper No: JEECS-24-1032
Published Online: October 16, 2024
... as critical to safe battery operation. Although many data-driven methods with state of health (SOH) estimation for LIBs have been proposed, the problems of industrial application and computational cost still need to be improved further. In contrast, this article carried out a low-complexity SOH estimation...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2025, 22(3): 031005.
Paper No: JEECS-24-1094
Published Online: September 11, 2024
... curves serve as features for state of health (SOH) estimation. The proposed temperature-rate-based SOH estimation method relies on a mechanistic function, analyzing relationships between temperature, different partial intervals, aging rate, and aging. Experimental tests on FCB21700 batteries demonstrate...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2024, 21(2): 021012.
Paper No: JEECS-23-1057
Published Online: September 13, 2023
...Hailin Feng; Yatian Liu Fast charging has become the norm for various electronic products. The research on the state of health prediction of fast-charging lithium-ion batteries deserves more attention. In this paper, a model-data fusion state of health prediction method which can reflect...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2024, 21(1): 011004.
Paper No: JEECS-23-1020
Published Online: April 27, 2023
.... In this paper, based on the second-order resistor–capacitor equivalent circuit model and the dual extended Kalman filter (DEKF) algorithm, an electrical simulation model of a LIB pack with inconsistent parameters considering the thermal effect is established, in which state of charge (SOC) and state of health...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030912.
Paper No: JEECS-21-1277
Published Online: April 8, 2022
...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...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021014.
Paper No: JEECS-21-1104
Published Online: November 9, 2021
... concludes that there is a nonlinear correlation between model parameters and state of health (SOH). The nonlinear autoregressive neural network with exogenous input (NARX) is used to fit the nonlinear correlation for capacity regeneration. Then, the self-adaptive weight particle swarm optimization (SWPSO...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030904.
Paper No: JEECS-21-1131
Published Online: October 13, 2021
...Yu Zhang; Wanwan Zeng; Chun Chang; Qiyue Wang; Si Xu Accurate estimation of the state of health (SOH) is an important guarantee for safe and reliable battery operation. In this paper, an online method based on indirect health features (IHFs) and sparrow search algorithm fused with deep extreme...