Secure Estimation Against Malicious Attacks for Lithium-Ion Batteries Under Cloud Environments

• Published in: IEEE transactions on circuits and systems. I, Regular papers Vol. 69; no. 10; pp. 4237 - 4247
• Main Authors: Wang, Licheng, Tian, Engang, Wang, Changsong, Liu, Shuai
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.10.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: attack detection; Batteries; Data transmission; Equivalent circuits; Estimation; Integrated circuit modeling; Kalman filter; Kalman filters; Lithium; Lithium-ion batteries; malicious attacks; Parameter identification; Real-time systems; Rechargeable batteries; secure remote estimation; State of charge; Upper bounds

This paper is concerned with the secure estimation problem for the state of charge of Lithium-ion batteries subject to malicious attacks during the data transmission from sensors to cloud-based battery management system terminal. First, the second-order resistance-capacitance equivalent circuit mode...