State of health estimation for lithium-ion batteries using recurrent neural networks with gated recurrent unit

2021 ◽  
Vol 50 (2) ◽  
pp. 20200339-20200339
Author(s):  
张少宇 Shaoyu Zhang ◽  
伍春晖 Chunhui Wu ◽  
熊文渊 Wenyuan Xiong
Keyword(s):  
Neural Networks ◽  
Lithium Ion Batteries ◽  
Recurrent Neural Networks ◽  
Lithium Ion ◽  
State Of Health ◽  
Gated Recurrent Unit

State of health estimation for lithium-ion batteries based on temperature prediction and gated recurrent unit neural network

2022 ◽  
Vol 521 ◽  
pp. 230892
Author(s):  
Zheng Chen ◽  
Hongqian Zhao ◽  
Yuanjian Zhang ◽  
Shiquan Shen ◽  
Jiangwei Shen ◽  
...  
Keyword(s):  
Neural Network ◽  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Health ◽  
Temperature Prediction ◽  
Gated Recurrent Unit

Dynamic overcharge investigations of lithium ion batteries with different state of health

2021 ◽  
Vol 507 ◽  
pp. 230262
Author(s):  
Lei Feng ◽  
Lihua Jiang ◽  
Jialong Liu ◽  
Zhaoyu Wang ◽  
Zesen Wei ◽  
...  
Keyword(s):  
Lithium Ion Batteries ◽  
Lithium Ion ◽  
State Of Health
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