Lithium battery health state assessment based on vehicle-to-grid (V2G) real-world data and natural gradient boosting model
Shuang Wen, Ni Lin, Shengxu Huang, Zhenpo Wang, Zhaosheng Zhang
Topics & Concepts
Boosting (machine learning)HyperparameterGradient boostingMean squared errorComputer scienceState of chargeGridElectric vehicleBattery (electricity)AlgorithmMachine learningRandom forestMathematicsStatisticsQuantum mechanicsGeometryPower (physics)PhysicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials