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Keywords: state of health
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Journal Articles
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
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
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...
