电工技术学报  2022, Vol. 37 Issue (17): 4528-4536    DOI: 10.19595/j.cnki.1000-6753.tces.211069
电能存储与应用 |
基于经验模态分解的门控循环单元神经网络的锂离子电池荷电状态估计
李宁1, 何复兴1, 马文涛1, 蒋林2, 张小平3
1.西安理工大学电气工程学院 西安 710048;
2.利物浦大学电气工程和电子系 利物浦 英国 L69 3GJ;
3.伯明翰大学电子、电气和系统工程系 伯明翰 英国 B15 2TT
State-of-Charge Estimation of Lithium-Ion Battery Based on Gated Recurrent Unit Using Empirical Mode Decomposition
Li Ning1, He Fuxing1, Ma Wentao1, Jiang Lin2, Zhang Xiaoping3
1. School of Electrical Engineering Xi'an University of Technology Xi'an 710048 China;
2. Department of Electrical Engineering and Electronics University of Liverpool Liverpool L69 3GJ United Kingdom;
3. Department of Electronics, Electrical and Systems Engineering University of Birmingham Birmingham B15 2TT United Kingdom