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S. V. Madhavi

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#reinforcement learning Open access Sep 2026

Intelligent physics-aware deep Q-network controller for resilient and battery-sustainable electric vehicle energy management

The increasing penetration of electric vehicles (EVs) in modern power systems introduces significant challenges in energy efficiency, battery health management, and stable grid interaction. Conventional EV energy management strategies often fail to simultaneously optimize energy utilization, battery degradation-related...

R. W. Kotla, S. V. Madhavi, S. Yarlagadda · 0 citations

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