电工技术学报  2024, Vol. 39 Issue (10): 3244-3258    DOI: 10.19595/j.cnki.1000-6753.tces.230210
电能存储与应用 |
基于数据预处理和VMD-LSTM-GPR的锂离子电池剩余寿命预测
李英顺1, 阚宏达1, 郭占男1, 王德彪2, 王铖2
1.大连理工大学控制科学与工程学院 大连 116000;
2.沈阳顺义科技股份有限公司 沈阳 110000
Prediction of Remaining Useful Life of Lithium-Ion Battery Based on Data Preprocessing and VMD-LSTM-GPR
Li Yingshun1, Kan Hongda1, Guo Zhannan1, Wang Debiao2, Wang Cheng2
1. School of Control Science and Engineering Dalian University of Technology Dalian 116000 China;
2. Shenyang Shunyi Science and Technology Co. Shenyang 110000 China