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A deep reinforcement learning approach for power management of battery-assisted fast-charging EV hubs participating in day-ahead and real-time electricity markets

Diwas Paudel, Tapas K. Das

2023Energy37 citationsDOI

Topics & Concepts

Markov decision processReinforcement learningComputer scienceElectricitySolverElectricity marketOperations researchBattery (electricity)Demand responseMathematical optimizationMarkov processPower (physics)Electrical engineeringEngineeringQuantum mechanicsPhysicsProgramming languageMathematicsStatisticsArtificial intelligenceElectric Vehicles and InfrastructureAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle Technologies
A deep reinforcement learning approach for power management of battery-assisted fast-charging EV hubs participating in day-ahead and real-time electricity markets | Litcius