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Intelligent control of air conditioning system for an electric vehicle: Based on reinforcement learning

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
The air conditioning (AC) systems of electric vehicle usually consumes 30% of total energy, resulting in a decrease in driving range. An AC-cabin intelligent control strategy based on dynamic thermal modeling and reinforcement learning (RL) is proposed. ...