State of energy estimation during electric vehicle charging based on hybrid machine learning models
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on October 19, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
With the rapid growth of electric vehicle (EV) adoption, accurately estimating the energy state of lithium-ion batteries (LIBs) has become a critical task in battery management systems (BMS). The state of energy (SOE), which reflects the available energy, ...
With the rapid growth of electric vehicle (EV) adoption, accurately estimating the energy state of lithium-ion batteries (LIBs) has become a critical task in battery management systems (BMS). The state of energy (SOE), which reflects the available energy, ...