Real-time core temperature prediction of prismatic automotive lithium-ion battery cells based on artificial neural networks
Jan Kleiner, Magdalena Stuckenberger, Lidiya Komsiyska, Christian Endisch
Topics & Concepts
Nonlinear autoregressive exogenous modelArtificial neural networkFeed forwardComputer scienceFeedforward neural networkAutoregressive modelOverfittingBattery (electricity)Robustness (evolution)Nonlinear systemAutomotive industryHeat generationThermalParameterized complexityControl theory (sociology)Control engineeringEngineeringArtificial intelligenceAlgorithmChemistryMathematicsMeteorologyBiochemistryGeneControl (management)Power (physics)EconometricsAerospace engineeringThermodynamicsQuantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric and Hybrid Vehicle Technologies