A physics-informed neural network approach to parameter estimation of lithium-ion battery electrochemical model
Jingrong Wang, Qiao Peng, Jinhao Meng, Tianqi Liu, Jichang Peng, Remus Teodorescu
Topics & Concepts
Artificial neural networkBattery (electricity)Lithium (medication)ElectrochemistryLithium-ion batteryIonComputer sciencePhysicsMachine learningChemistryThermodynamicsMedicinePhysical chemistryElectrodePower (physics)PsychiatryQuantum mechanicsAdvanced Battery Technologies ResearchControl Systems and IdentificationFault Detection and Control Systems