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Bhushith M K

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Conference Jul 2026

A Comparative Machine Learning-based State-of-Charge Estimation of Lithium-Ion Batteries using OCV-Corrected Reference Modeling and Multi-Domain Feature Engineering

State of Charge (SoC) estimation is an indispensable feature in Battery Management Systems (BMS) and is an important function to be implemented for Electric Vehicles (EVs), Renewable Energy Storage (RES) and Portable electronics. For the nonlinearity of lithium-ion Batteries, the current model-based ones generally suff...

Sudharshana, Subramanya Bhat, Bhushith M K · 0 citations

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