Deep Learning Enabled State of Charge Estimation for Electric Vehicle Batteries Under Noise Effects

• Main Authors: Lipu, M.S.H., Miah, M.S., Ansari, S., Meraj, S.T., Hasan, K.
• Format: Conference or Workshop Item
• Published: 2022
• Online Access: http://scholars.utp.edu.my/id/eprint/37622/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159055211&doi=10.1109%2fSTI56238.2022.10103230&partnerID=40&md5=2132e0cf232a2eb5037bb86afd0e7555

State of charge (SOC) is a vital parameter utilized to examine the performance of battery storage systems in electric vehicle (EV) applications. The lithium-ion batteries have been broadly utilized in the EV application for SOC estimation because of their high voltage, energy, capacity, and long lif...