Research on a novel data-driven aging estimation method for battery systems in real-world electric vehicles

Accurate estimation of the degree of battery aging is essential to ensure safe operation of electric vehicles. In this paper, using real-world vehicles and their operational data, a battery aging estimation method is proposed based on a dual-polarization equivalent circuit (DPEC) model and multiple...

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Bibliographic Details
Main Authors: Yankai Hou, Zhaosheng Zhang, Peng Liu, Chunbao Song, Zhenpo Wang
Format: Article
Language:English
Published: SAGE Publishing 2021-07-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878140211027735