A Novel State of Charge Approach of Lithium Ion Battery Using Least Squares Support Vector Machine

IEEE Access ◽

10.1109/access.2020.3033451 ◽

2020 ◽

Vol 8 ◽

pp. 195398-195410

Author(s):

Jiabo Li ◽

Min Ye ◽

Wei Meng ◽

Xinxin Xu ◽

Shengjie Jiao

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

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Least squares support vector machine for state of charge estimation of lithium-ion battery using gray wolf optimizer

Journal of Physics Conference Series ◽

10.1088/1742-6596/1983/1/012077 ◽

2021 ◽

Vol 1983 (1) ◽

pp. 012077

Author(s):

Qiao Wang ◽

Min Ye ◽

Meng Wei ◽

Chenguang Wu ◽

Yuchuan Ma

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Support Vector ◽

Gray Wolf ◽

Gray Wolf Optimizer ◽

State Of Charge Estimation

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An online dual filters RUL prediction method of lithium-ion battery based on unscented particle filter and least squares support vector machine

Measurement ◽

10.1016/j.measurement.2021.109935 ◽

2021 ◽

pp. 109935

Author(s):

Xin Li ◽

Yan Ma ◽

Jiajun Zhu

Keyword(s):

Support Vector Machine ◽

Particle Filter ◽

Least Squares ◽

Lithium Ion Battery ◽

Prediction Method ◽

Lithium Ion ◽

Support Vector ◽

Unscented Particle Filter

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Co-estimation of state of charge and capacity for lithium-ion battery based on recurrent neural network and support vector machine

Energy Reports ◽

10.1016/j.egyr.2021.10.095 ◽

2021 ◽

Vol 7 ◽

pp. 7323-7332

Author(s):

Qiao Wang ◽

Min Ye ◽

Meng Wei ◽

Gaoqi Lian ◽

Chenguang Wu

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

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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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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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SOH estimation of lithium-ion batteries based on least squares support vector machine error compensation model

Journal of Power Electronics ◽

10.1007/s43236-021-00307-8 ◽

2021 ◽

Author(s):

Ji’ang Zhang ◽

Ping Wang ◽

Qingrui Gong ◽

Ze Cheng

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Lithium Ion Batteries ◽

Error Compensation ◽

Lithium Ion ◽

Support Vector ◽

Machine Error ◽

Compensation Model

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Maximum Available Capacity and Energy Estimation Based on Support Vector Machine Regression for Lithium-ion Battery

Energy Procedia ◽

10.1016/j.egypro.2016.12.131 ◽

2017 ◽

Vol 107 ◽

pp. 68-75 ◽

Author(s):

Zhongwei Deng ◽

Lin Yang ◽

Yishan Cai ◽

Hao Deng

Keyword(s):

Support Vector Machine ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Support Vector ◽

Support Vector Machine Regression ◽

Energy Estimation

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Online Model Identification and State-of-Charge Estimate for Lithium-Ion Battery With a Recursive Total Least Squares-Based Observer

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2017.2736480 ◽

2018 ◽

Vol 65 (2) ◽

pp. 1336-1346 ◽

Author(s):

Zhongbao Wei ◽

Changfu Zou ◽

Feng Leng ◽

Boon Hee Soong ◽

King-Jet Tseng

Keyword(s):

Least Squares ◽

Lithium Ion Battery ◽

Model Identification ◽

Lithium Ion ◽

Total Least Squares ◽

State Of Charge

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Classifications of Lithium-Ion Battery Electrode Property Based on Support Vector Machine with Various Kernels

10.1007/978-981-16-7210-1_3 ◽

2021 ◽

pp. 23-34

Author(s):

Kailong Liu ◽

Zhile Yang ◽

Haikuan Wang ◽

Kang Li

Keyword(s):

Support Vector Machine ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Support Vector ◽

Battery Electrode ◽

Electrode Property

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Lithium-ion battery state of health estimation with short-term current pulse test and support vector machine

Microelectronics Reliability ◽

10.1016/j.microrel.2018.07.025 ◽

2018 ◽

Vol 88-90 ◽

pp. 1216-1220 ◽

Author(s):

Jinhao Meng ◽

Lei Cai ◽

Guangzhao Luo ◽

Daniel-Ioan Stroe ◽

Remus Teodorescu

Keyword(s):

Support Vector Machine ◽

Lithium Ion Battery ◽

Current Pulse ◽

Lithium Ion ◽

Support Vector ◽

State Of Health ◽

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