crossrefWorld Electric Vehicle Journal2024-03-25Cited by 79
A Review of Lithium-Ion Battery State of Charge Estimation Methods Based on Machine Learning
Feng Zhao, Yun Guo, Baoming Chen
With the advancement of machine-learning and deep-learning technologies, the estimation of the state of charge (SOC) of lithium-ion batteries is gradually shifting from traditional methodologies to a new generation of digital and AI-driven data-centric approaches. This paper prov…