Physics-informed neural network for co-estimation of state of health, remaining useful life, and short-term degradation path in Lithium-ion batteries
Xin Yang, Ming-Jian He, Ya-Tao Ren, Bao-Hai Gao, Hong Qi
Topics & Concepts
Degradation (telecommunications)Term (time)Lithium (medication)Artificial neural networkPath (computing)EstimationState of healthIonState (computer science)Scheme (mathematics)Computer scienceMaterials scienceBattery (electricity)EngineeringChemistryMedicinePhysicsArtificial intelligenceThermodynamicsTelecommunicationsMathematicsSystems engineeringAlgorithmOrganic chemistryInternal medicineQuantum mechanicsMathematical analysisPower (physics)Programming languageAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems