Multi-Parameter Optimization Method for Remaining Useful Life Prediction of Lithium-Ion Batteries

Multi-Parameter Optimization Method for Remaining Useful Life Prediction of Lithium-Ion Batteries

Accurate prediction of the remaining useful life (RUL) of lithium-ion batteries can ensure the normal and effective operation of power systems using lithium-ion batteries. However, how to select battery prediction parameters through scientific methods and how to accurately predict battery RUL values...

Full description

Bibliographic Details
Main Authors: Bing Long, Xiaoyu Gao, Pengcheng Li, Zhen Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Lithium-ion batteries
remaining useful life (RUL)
technique for order Preference by similarity to ideal solution(TOPSIS) method
improved particle swarm optimization(PSO)
moving average filter(MAF)
Online Access:https://ieeexplore.ieee.org/document/9146653/

Internet

https://ieeexplore.ieee.org/document/9146653/

Similar Items