Reinforcement Learning-Based Plug-in Electric Vehicle Charging With Forecasted Price

Abstract

This paper proposes a novel demand response method that aims at reducing the long-term cost of charging the battery of an individual plug-in electric vehicle (PEV). The problem is cast as a daily decision-making problem for choosing the amount of energy to be charged in the PEV battery within a day. We model the problem as a Markov decision process (MDP… (More)
DOI: 10.1109/TVT.2016.2603536

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