Comparative study of methods for integrated model identification and state of charge estimation of lithium-ion battery

• Main Authors: Wei, Zhongbao, Zhao, Jiyun, Zou, Changfu, Lim, Tuti Mariana, Tseng, King Jet
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Environmental engineering; Model Identification; State of Charge
• Online Access: https://hdl.handle.net/10356/139329
• Institution: Nanyang Technological University

Model-based observers appeal to both research and industry utilization due to the high accuracy and robustness. To further improve the robustness to dynamic work conditions and battery ageing, the online model identification is integrated to the state estimation, giving rise to the co-estimation met...