State-of-charge estimation for lithium-ion batteries with optimized self-supervised transformer deep learning model

• Main Author: Dickson Neoh Tze How, Dr.
• Format: text::Thesis
• Language: English
• Published: 2023
• Subjects: State-of-charge estimation for lithium-ion batteries

State-of-charge(SOC) is a quantity that reflects the amount of available energy left in lithium-ion(Li-ion)cells. Accurate SOC estimation allows for the optimization of charging-discharging schedule and usage time and facilitates the computation of other quantities needed to prolong battery lifespan...