State of charge estimation in lithium-ion batteries: A neural network optimization approach

• Main Authors: Hossain Lipu M.S., Hannan M.A., Hussain A., Ayob A., Saad M.H.M., Muttaqi K.M.
• Other Authors: 36518949700
• Format: Article
• Published: MDPI AG 2023

The development of an accurate and robust state-of-charge (SOC) estimation is crucial for the battery lifetime, efficiency, charge control, and safe driving of electric vehicles (EV). This paper proposes an enhanced data-driven method based on a time-delay neural network (TDNN) algorithm for state o...