State-of-charge estimation for lithium-ion batteries with optimized self-supervised transformer deep learning model
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...
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Main Author: | Dickson Neoh Tze How, Dr. |
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Format: | text::Thesis |
Language: | English |
Published: |
2023
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