Novel Lithium-Ion Battery State-of-Health Estimation Method Using a Genetic Programming Model

IEEE Access ◽

10.1109/access.2020.2995899 ◽

2020 ◽

Vol 8 ◽

pp. 95333-95344

Author(s):

Hang Yao ◽

Xiang Jia ◽

Qian Zhao ◽

Zhi-Jun Cheng ◽

Bo Guo

Keyword(s):

Genetic Programming ◽

Lithium Ion Battery ◽

Programming Model ◽

Estimation Method ◽

Lithium Ion ◽

State Of Health

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Cloud-to-edge based state of health estimation method for Lithium-ion battery in distributed energy storage system

Journal of Energy Storage ◽

10.1016/j.est.2021.102974 ◽

2021 ◽

Vol 41 ◽

pp. 102974

Author(s):

Ji Wu ◽

Xingtao Liu ◽

Jinhao Meng ◽

Mingqiang Lin

Keyword(s):

Energy Storage ◽

Lithium Ion Battery ◽

Storage System ◽

Estimation Method ◽

Lithium Ion ◽

Energy Storage System ◽

State Of Health ◽

Distributed Energy ◽

Distributed Energy Storage ◽

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An Online State of Health Estimation Method for Lithium-ion Battery Based on ICA and TPA-LSTM

10.1109/ieacon51066.2021.9654665 ◽

2021 ◽

Author(s):

Xian Cui ◽

Ziqiang Chen ◽

Jianyu Lan ◽

Mengxue Dong

Keyword(s):

Lithium Ion Battery ◽

Estimation Method ◽

Lithium Ion ◽

State Of Health

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A Novel Estimation Method for the State of Health of Lithium-Ion Battery Using Prior Knowledge-Based Neural Network and Markov Chain

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2018.2880703 ◽

2019 ◽

Vol 66 (10) ◽

pp. 7706-7716 ◽

Author(s):

Houde Dai ◽

Guangcai Zhao ◽

Mingqiang Lin ◽

Ji Wu ◽

Gengfeng Zheng

Keyword(s):

Neural Network ◽

Markov Chain ◽

Lithium Ion Battery ◽

Prior Knowledge ◽

Estimation Method ◽

Lithium Ion ◽

The State ◽

State Of Health ◽

Knowledge Based

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A novel state of health estimation method for lithium-ion battery based on partial incremental capacity and Support vector regression

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/804/4/042004 ◽

2021 ◽

Vol 804 (4) ◽

pp. 042004

Author(s):

Bo Yang ◽

Peng Jin ◽

Xiawei Liao ◽

Xiaomin Ma ◽

Wei Sun

Keyword(s):

Support Vector Regression ◽

Lithium Ion Battery ◽

Estimation Method ◽

Lithium Ion ◽

Support Vector ◽

State Of Health ◽

Incremental Capacity

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Online State of Health Estimation Method for Lithium-ion Battery Based on CEEMDAN for Feature Analysis and RBF Neural Network

IEEE Journal of Emerging and Selected Topics in Power Electronics ◽

10.1109/jestpe.2021.3106708 ◽

2021 ◽

pp. 1-1

Author(s):

Ling Mao ◽

Huizhong Hu ◽

Jiajun Chen ◽

Jinbin Zhao ◽

Keqing Qu ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Rbf Neural Network ◽

Estimation Method ◽

Lithium Ion ◽

Feature Analysis ◽

State Of Health

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A novel State of Health estimation method for Lithium-ion battery in electric vehicles

Journal of Physics Conference Series ◽

10.1088/1742-6596/1187/2/022014 ◽

2019 ◽

Vol 1187 (2) ◽

pp. 022014

Author(s):

Jie Fan ◽

Yuan Zou ◽

Xudong Zhang ◽

Hongwei Guo

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Estimation Method ◽

Lithium Ion ◽

State Of Health

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A Relative State of Health Estimation Method Based on Wavelet Analysis for Lithium-Ion Battery Cells

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2020.3001836 ◽

2020 ◽

pp. 1-1

Author(s):

Jun Xu ◽

Xuesong Mei ◽

Xiao Wang ◽

Yumeng Fu ◽

Yunfei Zhao ◽

...

Keyword(s):

Wavelet Analysis ◽

Lithium Ion Battery ◽

Estimation Method ◽

Lithium Ion ◽

State Of Health ◽

Relative State ◽

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State of Health Estimation for Lithium-ion Battery Using Fuzzy Entropy and Support Vector Machine

2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia) ◽

10.1109/ipemc-ecceasia48364.2020.9368182 ◽

2020 ◽

Author(s):

Xin Sui ◽

Shan He ◽

Daniel-Ioan Stroe ◽

Remus Teodorescu

Keyword(s):

Support Vector Machine ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Fuzzy Entropy ◽

Support Vector ◽

State Of Health

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Lithium-ion battery state of health estimation using the incremental capacity and wavelet neural networks with genetic algorithm

Journal of Energy Storage ◽

10.1016/j.est.2021.102570 ◽

2021 ◽

Vol 38 ◽

pp. 102570

Author(s):

Chun Chang ◽

Qiyue Wang ◽

Jiuchun Jiang ◽

Tiezhou Wu

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Health ◽

Wavelet Neural Networks ◽

Incremental Capacity

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State of health estimation of lithium-ion battery based on an adaptive tunable hybrid radial basis function network

Journal of Power Sources ◽

10.1016/j.jpowsour.2021.230063 ◽

2021 ◽

Vol 504 ◽

pp. 230063

Author(s):

Mingqiang Lin ◽

Xianping Zeng ◽

Ji Wu

Keyword(s):

Radial Basis Function ◽

Lithium Ion Battery ◽

Basis Function ◽

Radial Basis Function Network ◽

Lithium Ion ◽

State Of Health ◽

Radial Basis ◽

Function Network

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