An Adaptive Prediction Model for the Remaining Life of an Li-Ion Battery Based on the Fusion of the Two-Phase Wiener Process and an Extreme Learning Machine

• Published in: Electronics (Basel) Vol. 10; no. 5; p. 540
• Main Authors: Chen, Xiaowu, Liu, Zhen, Wang, Jingyuan, Yang, Chenglin, Long, Bing, Zhou, Xiuyun
• Format: Journal Article
• Language: English
• Published: 01.03.2021

Lithium-ion batteries (LiBs) are the most important part of electric vehicle (EV) systems. Because there are two different degradation rates during LiB degradation, there are many two-phase models for LiBs. However, most of these methods do not consider the randomness of the changing point in the tw...