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Author

Sudharshana

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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
Conference Jul 2026

An IoT-based Real-Time Health Monitoring System for Industrial Machines using ESP32 and Cloud-based Automated Shutdown

Industrial machinery operating in manufacturing and process environments is frequently subjected to adverse operating conditions such as excessive temperature rise, abnormal current consumption, and mechanical vibrations, which may lead to performance degradation, unexpected failures, production losses, and safety haza...

Sudharshana, Kratika V Ulman, Kishan K Kulal et al. · 0 citations

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