Enhanced state-of-charge and state-of-health estimation of lithium-ion battery incorporating machine learning and swarm intelligence algorithm
Chengchao Wang, Yingying Su, Jinlu Ye, Peihang Xu, Enyong Xu, Tiancheng Ouyang
Topics & Concepts
HyperparameterState of chargeKrigingConjugate gradient methodComputer scienceHyperparameter optimizationParticle swarm optimizationBattery (electricity)Machine learningSupport vector machineAlgorithmArtificial intelligenceGaussian processProcess (computing)GaussianPhysicsQuantum mechanicsOperating systemPower (physics)Advanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials