Litcius/Paper detail

Early prediction of remaining useful life for Lithium-ion batteries based on a hybrid machine learning method

Zheming Tong, Jiazhi Miao, Shuiguang Tong, Yingying Lü

2021Journal of Cleaner Production166 citationsDOI

Topics & Concepts

Mean squared errorComputer scienceDropout (neural networks)Battery (electricity)Monte Carlo methodSPARK (programming language)Machine learningAlgorithmArtificial intelligenceStatisticsMathematicsPower (physics)Programming languageQuantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure