A novel least squares support vector machine-particle filter algorithm to estimate the state of energy of lithium-ion battery under a wide temperature range
Xueyi Hao, Shunli Wang, Yongcun Fan, Donglei Liu, Yawen Liang, Mengyun Zhang, Carlos Fernández
Topics & Concepts
State of chargeParticle swarm optimizationAlgorithmRange (aeronautics)Control theory (sociology)Battery (electricity)Support vector machineLeast-squares function approximationComputer scienceEngineeringMathematicsStatisticsArtificial intelligencePower (physics)Control (management)EstimatorQuantum mechanicsAerospace engineeringPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsIoT Networks and Protocols