Litcius/Paper detail

Lifespan prediction of lithium-ion batteries based on various extracted features and gradient boosting regression tree model

Fangfang Yang, Dong Wang, Fan Xu, Zhelin Huang, Kwok‐Leung Tsui

2020Journal of Power Sources210 citationsDOI

Topics & Concepts

Battery (electricity)Boosting (machine learning)Decision treeGradient boostingComputer scienceNonlinear systemArtificial intelligenceMachine learningRegressionTree (set theory)Random forestMathematicsStatisticsPhysicsMathematical analysisPower (physics)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization
Lifespan prediction of lithium-ion batteries based on various extracted features and gradient boosting regression tree model | Litcius