Parameter identification of lithium-ion battery pseudo-2-dimensional models using genetic algorithm and neural network cooperative optimization

Journal of Energy Storage ◽

10.1016/j.est.2021.103571 ◽

2022 ◽

Vol 45 ◽

pp. 103571

Author(s):

Jungsoo Kim ◽

Huiyong Chun ◽

Jongchan Baek ◽

Soohee Han

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Parameter Identification ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Dimensional Models

Download Full-text

Open Circuit Voltage Equation parameter identification of Lithium Ion Battery Model using Genetic Algorithm

2020 International Conference on Inventive Computation Technologies (ICICT) ◽

10.1109/icict48043.2020.9112455 ◽

2020 ◽

Author(s):

S. Siva Suriya Narayanan ◽

S. Thangavel

Keyword(s):

Genetic Algorithm ◽

Parameter Identification ◽

Lithium Ion Battery ◽

Open Circuit Voltage ◽

Lithium Ion ◽

Open Circuit ◽

Equation Parameter ◽

Download Full-text

SoC Estimation for Lithium-Ion Battery Using Recurrent NARX Neural Network and Genetic Algorithm

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/486/1/012076 ◽

2019 ◽

Vol 486 ◽

pp. 012076

Author(s):

Guo Chuangxin ◽

Yuan Gen ◽

Zhu Chengzhi ◽

Wang Xueping ◽

Cao Xiu

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Soc Estimation ◽

Narx Neural Network

Download Full-text

Genetic Algorithm based Back-Propagation Neural Network approach for fault diagnosis in lithium-ion battery system

2015 6th International Conference on Power Electronics Systems and Applications (PESA) ◽

10.1109/pesa.2015.7398911 ◽

2015 ◽

Author(s):

Zuchang Gao ◽

Cheng Siong Chin ◽

Wai Lok Woo ◽

Junbo Jia ◽

Wei Da Toh

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Fault Diagnosis ◽

Lithium Ion Battery ◽

Back Propagation ◽

Lithium Ion ◽

Back Propagation Neural Network ◽

Network Approach ◽

Neural Network Approach ◽

Download Full-text

Parameter identification of an electrochemical lithium-ion battery model with convolutional neural network

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.08.167 ◽

2019 ◽

Vol 52 (4) ◽

pp. 129-134 ◽

Author(s):

Huiyong Chun ◽

Jungsoo Kim ◽

Soohee Han

Keyword(s):

Neural Network ◽

Parameter Identification ◽

Convolutional Neural Network ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Download Full-text

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

Download Full-text

A Robust Online Parameter Identification Method for Lithium-ion Battery Model Under Asynchronous Sampling and Noise Interference

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2020.3028799 ◽

2020 ◽

pp. 1-1

Author(s):

Zhongrui Cui ◽

Naxin Cui ◽

Chunyu Wang ◽

Changlong Li ◽

Chenghui Zhang

Keyword(s):

Parameter Identification ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Noise Interference ◽

Asynchronous Sampling ◽

Battery Model ◽

Identification Method

Download Full-text

Improved modeling of lithium-ion battery capacity degradation using an individual-state training method and recurrent softplus neural network

IEEE Access ◽

10.1109/access.2020.3048146 ◽

2020 ◽

pp. 1-1

Author(s):

Jianxiang Wang ◽

Xuesong Feng ◽

Xiaokun Zhang ◽

Yong Xiang

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Individual State ◽

Training Method ◽

Capacity Degradation ◽

Battery Capacity

Download Full-text

Integration of growing self-organizing map and continuous genetic algorithm for grading lithium-ion battery cells

Applied Soft Computing ◽

10.1016/j.asoc.2012.01.018 ◽

2012 ◽

Vol 12 (8) ◽

pp. 2012-2022 ◽

Author(s):

R.J. Kuo ◽

C.F. Wang ◽

Z.Y. Chen

Keyword(s):

Genetic Algorithm ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Self Organizing Map ◽

Continuous Genetic Algorithm ◽

Battery Cells ◽

Self Organizing

Download Full-text

Optimal parameter identification strategy applied to lithium‐ion battery model

International Journal of Energy Research ◽

10.1002/er.6921 ◽

2021 ◽

Author(s):

Seydali Ferahtia ◽

Ali Djeroui ◽

Hegazy Rezk ◽

Aissa Chouder ◽

Azeddine Houari ◽

...

Keyword(s):

Parameter Identification ◽

Lithium Ion Battery ◽

Optimal Parameter ◽

Lithium Ion ◽

Battery Model ◽

Identification Strategy

Download Full-text

A hybrid approach based on decomposition algorithm and neural network for remaining useful life prediction of lithium-ion battery

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.108082 ◽

2021 ◽

pp. 108082

Author(s):

Ting Tang ◽

Huimei Yuan

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Life Prediction ◽

Hybrid Approach ◽

Lithium Ion ◽

Remaining Useful Life ◽

Decomposition Algorithm ◽

Download Full-text