电工技术学报  2020, Vol. 35 Issue (14): 3126-3136    DOI: 10.19595/j.cnki.1000-6753.tces.190620
电能存储与储能装备 |
基于Wavelet降噪和支持向量机的锂离子电池容量预测研究
张婷婷1, 于明2,3, 李宾2, 刘哲3
1.河北工业大学电子信息工程学院天津市电子材料与器件重点实验室 天津 300401;
2.省部共建电工装备可靠性与智能化国家重点实验室(河北工业大学) 天津 300130;
3.河北工业大学人工智能与数据科学学院 天津 300401
Capacity Prediction of Lithium-Ion Batteries Based on Wavelet Noise Reduction and Support Vector Machine
Zhang Tingting1, Yu Ming2,3, Li Bin2, Liu Zhe3
1. School of Electronics and Information Engineering Hebei University of Technology Tianjin 300401 China;
2. State Key Laboratory of Reliability and Intelligence of Electrical Equipment Hebei University of Technology Tianjin 300130 China;
3. School of Artificial Intelligence Hebei University of Technology Tianjin 300401 China