Towards fast embedded moving horizon state-of-charge estimation for lithium-ion batteries

• Published in: Journal of energy storage Vol. 78; p. 110024
• Main Authors: Wan, Yiming, Du, Songtao, Yan, Jiayu, Wang, Zhuo
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2024
• Subjects: Lithium-ion battery; Moving horizon estimation; Real-time computation; State-of-charge estimation; Real-time computation; State-of-charge estimation; Lithium-ion battery; Moving horizon estimation

For state-of-charge (SOC) estimation with high precision, moving horizon estimation (MHE) has recently emerged as a competitive alternative to various Kalman filters or observers due to its significantly improved accuracy and robustness. However, MHE demands considerably higher computational complex...