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Syed Suraya

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#reinforcement learning Open access Oct 2026

Machine learning-based energy management and bidirectional power control for battery-fed electric vehicle traction drive

Abstract Efficient energy management in a battery-fed electric vehicle (EV) traction system requires coordinated control of propulsion power, battery operating conditions, Direct Current (DC)-link voltage, and regenerative braking under rapidly changing driving conditions. This study develops a machine learning (ML)-ba...

Velappagari Sekhar, Syed Suraya, R. Dharmaprakash et al. · 0 citations

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