State of charge estimation of lithium-ion battery based on adaptive boosting algorithm optimised extreme learning machine
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on December 18, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
State of Charge (SOC) is critical for accurately determining the remaining capacity of lithium-ion batteries in electric vehicles. This study employs an improved adaptive boosting algorithm (AdaBoost) to estimate the SOC of these batteries. To enhance SOC ...
State of Charge (SOC) is critical for accurately determining the remaining capacity of lithium-ion batteries in electric vehicles. This study employs an improved adaptive boosting algorithm (AdaBoost) to estimate the SOC of these batteries. To enhance SOC ...