A CNN-LSTM hybrid network with transfer learning for accurate lithium-ion battery state of health estimation
Xugang Zhang, Lichao Wang, Qingshan Gong, Yan Wang
Topics & Concepts
Transfer of learningComputer scienceBattery (electricity)Artificial neural networkArtificial intelligenceMean squared errorState of healthMachine learningConvolutional neural networkDeep learningFeature (linguistics)Sensitivity (control systems)Transfer (computing)Data modelingMulti-task learningDomain (mathematical analysis)Recurrent neural networkData miningNegative transferHybrid neural networkRetrainingState (computer science)Battery capacityHybrid systemEstimationAdvanced Battery Technologies ResearchGreen IT and SustainabilityAge of Information Optimization