Prognostic health condition for lithium battery using the partial incremental capacity and Gaussian process regression

• Published in: Journal of power sources Vol. 421; pp. 56 - 67
• Main Authors: Li, Xiaoyu, Wang, Zhenpo, Yan, Jinying
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2019
• Subjects: Correlation coefficient; Gaussian regression process; Incremental capacity analysis; Lithium-ion batteries; State of health; Lithium-ion batteries; Correlation coefficient; Incremental capacity analysis; Gaussian regression process; State of health

Precisely battery state of health estimation and remaining useful lifetime prediction are crucial factors in ensuring the reliability and safety for system operation. This paper thus focuses on the short-term battery state of health estimation and long-term battery remaining useful lifetime predicti...