Terrain information-involved power allocation optimization for fuel cell/battery/ultracapacitor hybrid electric vehicles via an improved deep reinforcement learning
Fazhan Tao, Huixian Gong, Zhumu Fu, Zhengyu Guo, Qihong Chen, Shuzhong Song
Topics & Concepts
Computer scienceReinforcement learningTerrainPowertrainBattery (electricity)Energy managementSupercapacitorPower managementBenchmark (surveying)Automotive engineeringPower (physics)Energy (signal processing)Artificial intelligenceCapacitanceEngineeringBiologyElectrodeStatisticsChemistryTorqueQuantum mechanicsPhysical chemistryGeographyMathematicsEcologyGeodesyThermodynamicsPhysicsElectric Vehicles and InfrastructureElectric and Hybrid Vehicle TechnologiesAdvanced Battery Technologies Research