Novel Lithium-Ion Battery State-of-Health Estimation Method Using a Genetic Programming Model

State-of-health (SOH) is a health index (HI) that directly reflects the performance degradation of lithium-ion batteries in engineering, but the SOH of Li-ion batteries is difficult to measure directly. In this paper, a novel data-driven method is proposed to estimate the SOH of Li-ion batteries acc...

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Bibliographic Details
Main Authors: Hang Yao, Xiang Jia, Qian Zhao, Zhi-Jun Cheng, Bo Guo
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9097168/