Multi- forword-step state of charge prediction for real-world electric vehicles battery systems using a novel LSTM-GRU hybrid neural network
Jichao Hong, Fengwei Liang, Haixu Yang, Chi Zhang, Xinyang Zhang, Huaqin Zhang, Wei Wang, Kerui Li, Jingsong Yang
Topics & Concepts
State of chargeArtificial neural networkComputer scienceRobustness (evolution)Battery (electricity)Convolutional neural networkRange (aeronautics)Electric vehicleMetric (unit)Artificial intelligenceEngineeringPower (physics)BiochemistryQuantum mechanicsGeneChemistryAerospace engineeringPhysicsOperations managementAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureElectric and Hybrid Vehicle Technologies