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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Synchronous estimation of state of health and remaining useful lifetime for lithium-ion battery using the incremental capacity and artificial neural networks

Journal of Energy Storage ◽

10.1016/j.est.2019.100951 ◽

2019 ◽

Vol 26 ◽

pp. 100951 ◽

Author(s):

Shuzhi Zhang ◽

Baoyu Zhai ◽

Xu Guo ◽

Kaike Wang ◽

Nian Peng ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Health ◽

Incremental Capacity ◽

Artificial Neural ◽

Useful Lifetime

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Joint Grey Correlation Degree based Incremental Capacity Analysis for State-of-Health Estimation of Lithium Ion Battery

2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) ◽

10.1109/icarm49381.2020.9195285 ◽

2020 ◽

Author(s):

Weiwei Qu ◽

Jian Liu ◽

Weixiang Shen

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Capacity Analysis ◽

State Of Health ◽

Grey Correlation ◽

Correlation Degree ◽

Incremental Capacity ◽

Grey Correlation Degree

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Lithium-Ion Battery State-of-Health Estimation Using the Incremental Capacity Analysis Technique

IEEE Transactions on Industry Applications ◽

10.1109/tia.2019.2955396 ◽

2020 ◽

Vol 56 (1) ◽

pp. 678-685 ◽

Author(s):

Daniel-Ioan Stroe ◽

Erik Schaltz

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Capacity Analysis ◽

State Of Health ◽

Analysis Technique ◽

Incremental Capacity

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Comparative study of curve determination methods for incremental capacity analysis and state of health estimation of lithium-ion battery

Journal of Energy Storage ◽

10.1016/j.est.2020.101400 ◽

2020 ◽

Vol 29 ◽

pp. 101400 ◽

Author(s):

Jiangtao He ◽

Xiaolei Bian ◽

Longcheng Liu ◽

Zhongbao Wei ◽

Fengjun Yan

Keyword(s):

Comparative Study ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Capacity Analysis ◽

State Of Health ◽

Curve Determination ◽

Incremental Capacity ◽

Determination Methods

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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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State of Health Estimation for Lithium-Ion Battery by Incremental Capacity Based ARIMA -- SVR Model

10.3850/978-981-18-2016-8_282-cd ◽

2021 ◽

Author(s):

Akash Basia ◽

Zineb Simeu-Abazi ◽

Eric Gascard ◽

Peggy Zwolinski

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Health ◽

Incremental Capacity

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State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking

Applied Energy ◽

10.1016/j.apenergy.2016.07.126 ◽

2016 ◽

Vol 180 ◽

pp. 360-368 ◽

Author(s):

Caihao Weng ◽

Xuning Feng ◽

Jing Sun ◽

Huei Peng

Keyword(s):

Lithium Ion Battery ◽

Health Monitoring ◽

Lithium Ion ◽

State Of Health ◽

Peak Tracking ◽

Incremental Capacity

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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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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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Rapid measurement method for lithium‐ion battery state of health estimation based on least squares support vector regression

International Journal of Energy Research ◽

10.1002/er.6194 ◽

2020 ◽

Author(s):

Bin Xiao ◽

Bing Xiao ◽

Luoshi Liu

Keyword(s):

Least Squares ◽

Support Vector Regression ◽

Lithium Ion Battery ◽

Measurement Method ◽

Lithium Ion ◽

Support Vector ◽

State Of Health ◽

Rapid Measurement

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