A novel remaining useful life prediction method for lithium-ion battery based on long short-term memory network optimized by improved sparrow search algorithm
Yiwei Liu, Jing Sun, Yunlong Shang, Xiaodong Zhang, Song Ren, Diantao Wang
Topics & Concepts
HyperparameterBattery (electricity)Computer scienceKey (lock)Artificial neural networkLithium-ion batterySupport vector machineLong short term memoryRecurrent neural networkReliability engineeringMachine learningArtificial intelligenceEngineeringComputer securityQuantum mechanicsPhysicsPower (physics)Advanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials