Energy management strategy for fuel cell vehicles via soft actor-critic-based deep reinforcement learning considering powertrain thermal and durability characteristics
Yuanzhi Zhang, Caizhi Zhang, Ruijia Fan, Chenghao Deng, Song Wan, Hicham Chaoui, Hicham Chaoui
Topics & Concepts
PowertrainDurabilityAutomotive engineeringProton exchange membrane fuel cellBattery (electricity)Stack (abstract data type)State of healthReinforcement learningEngineeringComputer scienceSimulationPower (physics)TorqueFuel cellsArtificial intelligenceThermodynamicsProgramming languagePhysicsQuantum mechanicsDatabaseChemical engineeringFuel Cells and Related MaterialsAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle Technologies