Data-driven reinforcement-learning-based hierarchical energy management strategy for fuel cell/battery/ultracapacitor hybrid electric vehicles
Haochen Sun, Zhumu Fu, Fazhan Tao, Longlong Zhu, Pengju Si
Topics & Concepts
Reinforcement learningEnergy managementComputer scienceFuel efficiencyState of chargeBattery (electricity)SupercapacitorPower (physics)EngineeringAutomotive engineeringEnergy (signal processing)Artificial intelligenceMathematicsStatisticsQuantum mechanicsElectrochemistryElectrodePhysical chemistryChemistryPhysicsElectric and Hybrid Vehicle TechnologiesElectric Vehicles and InfrastructureAdvanced Battery Technologies Research