An Improved Gated Recurrent Unit Neural Network for State-of-Charge Estimation of Lithium-Ion Battery
State-of-charge (SOC) estimation of lithium-ion battery is a key parameter of the battery management system (BMS). However, SOC cannot be obtained directly. In order to predict SOC accurately, we proposed a recurrent neural network called gated recurrent unit network that is based on genetic algorit...
| Main Authors: | , , , , |
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| 格式: | Article |
| 語言: | English |
| 出版: |
MDPI AG
2022-02-01
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| 叢編: | Applied Sciences |
| 主題: | |
| 在線閱讀: | https://www.mdpi.com/2076-3417/12/5/2305 |