Exploiting domain knowledge to reduce data requirements for battery health monitoring
Jinpeng Tian, Liang Ma, Tieling Zhang, Te Han, Weijie Mai, C. Y. Chung
Topics & Concepts
Battery (electricity)Computer scienceDegradation (telecommunications)Artificial neural networkDomain (mathematical analysis)Domain knowledgeTransfer of learningBattery capacityConvolutional neural networkDeep learningReliability engineeringMachine learningArtificial intelligenceData miningEngineeringPower (physics)PhysicsTelecommunicationsMathematical analysisQuantum mechanicsMathematicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure