A lithium-ion battery remaining useful life prediction method based on unscented particle filter and optimal combination strategy
Jinsong Yang, Weiguang Fang, Jiayu Chen, Boqing Yao
Topics & Concepts
Particle filterResamplingLithium-ion batteryBattery (electricity)OverchargeControl theory (sociology)Kalman filterRobustness (evolution)State of healthComputer scienceNonlinear systemAuxiliary particle filterExtended Kalman filterEngineeringAlgorithmEnsemble Kalman filterArtificial intelligenceChemistryPower (physics)PhysicsGeneQuantum mechanicsControl (management)BiochemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization