Multiobjective Optimization of Data-Driven Model for Lithium-Ion Battery SOH Estimation With Short-Term Feature

Cai, Lei; Meng, Jinhao; Stroe, Daniel‐Ioan; Peng, Jichang; Luo, Guangzhao; Teodorescu, Remus

doi:10.1109/tpel.2020.2987383

Public

Multiobjective Optimization of Data-Driven Model for Lithium-Ion Battery SOH Estimation With Short-Term Feature

Published in IEEE Transactions on Power Electronics • Apr 16, 2020

Authors:

Lei Cai

Jinhao Meng

Daniel‐Ioan Stroe

Abstract

As a favorable energy storage component, lithium-ion (Li-ion) battery has been widely used in the battery energy storage systems (BESS) and electric vehicles (EV). Data driven methods estimate the battery state-of-health (SOH) with the features extracted from the measurement. However, excessive feat...

Subject

Term (time)

Lithium (medication)

Battery (electricity)

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