Lithium-ion battery state of health estimation with short-term current pulse test and support vector machine

• Published in: Microelectronics and reliability Vol. 88-90; pp. 1216 - 1220
• Main Authors: Meng, Jinhao, Cai, Lei, Luo, Guangzhao, Stroe, Daniel-Ioan, Teodorescu, Remus
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.09.2018
• Subjects: Current pulse test; Feature selection; Lithium-ion battery; State of health; Support vector machine; Lithium-ion battery; Feature selection; Current pulse test; Support vector machine; State of health

State of Health (SOH) of Lithium-ion (Li-ion) battery plays a pivotal role in the reliability and safety of the Battery Energy Storage System (BESS) in the power system. Utilizing the features from the terminal voltage response of the Li-ion battery under current pulse test, a new method is proposed...