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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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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On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression

Journal of Power Sources ◽

10.1016/j.jpowsour.2013.02.012 ◽

2013 ◽

Vol 235 ◽

pp. 36-44 ◽

Author(s):

Caihao Weng ◽

Yujia Cui ◽

Jing Sun ◽

Huei Peng

Keyword(s):

Support Vector Regression ◽

Lithium Ion Batteries ◽

Health Monitoring ◽

Lithium Ion ◽

Support Vector ◽

Capacity Analysis ◽

State Of Health ◽

Incremental Capacity

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A Case Study into Impacts of Usage Patterns on Lithium-Ion Battery Aging through Incremental Capacity Analysis Based Health Monitoring

2019 Prognostics and System Health Management Conference (PHM-Paris) ◽

10.1109/phm-paris.2019.00059 ◽

2019 ◽

Author(s):

Meng Huang ◽

Mrinal Kumar

Keyword(s):

Lithium Ion Battery ◽

Health Monitoring ◽

Lithium Ion ◽

Capacity Analysis ◽

Usage Patterns ◽

Incremental Capacity

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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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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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Real-time state-of-health monitoring of lithium-ion battery with anomaly detection, Levenberg–Marquardt algorithm, and multiphase exponential regression model

Neural Computing and Applications ◽

10.1007/s00521-020-05031-1 ◽

2020 ◽

Author(s):

Chinedu I. Ossai ◽

Ifeanyi P. Egwutuoha

Keyword(s):

Anomaly Detection ◽

Regression Model ◽

Lithium Ion Battery ◽

Health Monitoring ◽

Lithium Ion ◽

State Of Health ◽

Exponential Regression ◽

Marquardt Algorithm ◽

Levenberg Marquardt ◽

Exponential Regression Model

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Lithium-ion battery SoH estimation based on incremental capacity peak tracking at several current levels for online application

Microelectronics Reliability ◽

10.1016/j.microrel.2020.113798 ◽

2020 ◽

Vol 114 ◽

pp. 113798

Author(s):

M. Maures ◽

A. Capitaine ◽

J.-Y. Delétage ◽

J.-M. Vinassa ◽

O. Briat

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Online Application ◽

Peak Tracking ◽

Incremental Capacity

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Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter

Journal of Power Sources ◽

10.1016/j.jpowsour.2014.07.176 ◽

2014 ◽

Vol 271 ◽

pp. 114-123 ◽

Author(s):

Hancheng Dong ◽

Xiaoning Jin ◽

Yangbing Lou ◽

Changhong Wang

Keyword(s):

Particle Filter ◽

Support Vector Regression ◽

Lithium Ion Battery ◽

Health Monitoring ◽

Life Prediction ◽

Lithium Ion ◽

Remaining Useful Life ◽

Support Vector ◽

State Of Health ◽

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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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