State of health estimation for lithium-ion batteries based on two-stage features extraction and gradient boosting decision tree
Rui Pan, Tongshen Liu, Wei Huang, Yuxin Wang, Duo Yang, Jie Chen
Topics & Concepts
Computer scienceBoosting (machine learning)Decision treeState of healthFeature extractionFast Fourier transformFrequency domainMean squared errorArtificial intelligenceTransformation (genetics)Pattern recognition (psychology)Battery (electricity)AlgorithmMathematicsStatisticsPower (physics)ChemistryPhysicsGeneQuantum mechanicsComputer visionBiochemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure