Battery life constrained real-time energy management strategy for hybrid electric vehicles based on reinforcement learning
Lijin Han, Ke Yang, Tian Ma, Ningkang Yang, Hui Liu, Lingxiong Guo
Topics & Concepts
Reinforcement learningComputer scienceBattery (electricity)Energy managementPiecewiseTRACE (psycholinguistics)AdaptabilityElectric vehicleDynamic programmingMarkov chainMarkov decision processMathematical optimizationAutomotive engineeringEnergy (signal processing)EngineeringMarkov processArtificial intelligenceAlgorithmMachine learningMathematicsEcologyPhilosophyPower (physics)LinguisticsStatisticsPhysicsMathematical analysisBiologyQuantum mechanicsAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle TechnologiesElectric Vehicles and Infrastructure