Online state-of-health estimation of lithium-ion battery based on dynamic parameter identification at multi timescale and support vector regression
Xiaojun Tan, Di Zhan, Pengxiang Lyu, Jun Rao, Yuqian Fan
Topics & Concepts
Robustness (evolution)State of chargeState of healthEquivalent circuitIdentification (biology)Battery (electricity)Kalman filterVoltageControl theory (sociology)Estimation theoryScheduleLithium-ion batteryEngineeringSupport vector machineComputer scienceAlgorithmArtificial intelligencePower (physics)BiologyQuantum mechanicsBiochemistryGeneChemistryPhysicsOperating systemElectrical engineeringControl (management)BotanyAdvanced Battery Technologies ResearchFault Detection and Control SystemsControl Systems and Identification