Feature engineering and explainable artificial intelligence for state of health estimation of Lithium-ion batteries
Tugba Tetik
Topics & Concepts
Battery (electricity)PrognosticsState of healthArtificial intelligenceComputer scienceBoosting (machine learning)Random forestMachine learningFeature engineeringProcess (computing)State of chargeEnergy (signal processing)Work (physics)Raw dataKey (lock)Deep learningFeature (linguistics)Data miningEngineeringEfficient energy useReliability engineeringEnsemble forecastingGradient boostingCharge cycleShapley valueHealth indicatorPredictive modellingState (computer science)EstimationArtificial neural networkIndustrial engineeringAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies