Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis
Renato G. Nascimento, Matteo Corbetta, Chetan S. Kulkarni, Felipe Viana
Topics & Concepts
Battery (electricity)Artificial neural networkPerceptronComputer scienceResidualPrognosticsReliability (semiconductor)Power (physics)Reliability engineeringEngineeringMachine learningAlgorithmPhysicsQuantum mechanicsAdvanced Battery Technologies ResearchFault Detection and Control SystemsMachine Fault Diagnosis Techniques