A hybrid approach for remaining useful life prediction of lithium-ion battery with Adaptive Levy Flight optimized Particle Filter and Long Short-Term Memory network
Yong Zhang, Liaogehao Chen, Yi Li, Xiujuan Zheng, Jianliang Chen, Junyang Jin
Topics & Concepts
Particle filterRobustness (evolution)Computer scienceReliability (semiconductor)Battery (electricity)Reliability engineeringLithium-ion batteryArtificial intelligenceEngineeringKalman filterPhysicsPower (physics)GeneBiochemistryQuantum mechanicsChemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure