Battery longevity-conscious energy management predictive control strategy optimized by using deep reinforcement learning algorithm for a fuel cell hybrid electric vehicle
Xiaoxia Ren, Jinze Ye, Liping Xie, Xinyou Lin
Topics & Concepts
Battery (electricity)Reinforcement learningModel predictive controlSequential quadratic programmingEnergy managementDurabilityComputer scienceFuel efficiencyThroughputEnergy consumptionAutomotive engineeringQuadratic programmingPower (physics)EngineeringEnergy (signal processing)Control (management)Artificial intelligenceMathematical optimizationElectrical engineeringTelecommunicationsWirelessStatisticsDatabasePhysicsQuantum mechanicsMathematicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureElectric and Hybrid Vehicle Technologies