Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques

• Main Authors: Hannan M.A., Lipu M.S.H., Hussain A., Ker P.J., Mahlia T.M.I., Mansor M., Ayob A., Saad M.H., Dong Z.Y.
• Other Authors: 7103014445
• Format: Article
• Published: Nature Research 2023
• Institution: Universiti Tenaga Nasional

State of charge (SOC) is a crucial index used in the assessment of electric vehicle (EV) battery storage systems. Thus, SOC estimation of lithium-ion batteries has been widely investigated because of their fast charging, long-life cycle, and high energy density characteristics. However, precise SOC...