State of health estimation of lithium-ion batteries based on multi-health features extraction and improved long short-term memory neural network
Simin Peng, Yunxiang Sun, Dandan Liu, Quanqing Yu, Jiarong Kan, Michael Pecht
Topics & Concepts
State of healthArtificial neural networkComputer scienceRobustness (evolution)Battery (electricity)Mean squared errorParticle swarm optimizationReliability (semiconductor)Artificial intelligenceData miningMachine learningStatisticsPower (physics)MathematicsChemistryPhysicsBiochemistryQuantum mechanicsGeneAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure