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Enhancing real-time degradation prediction of lithium-ion battery: A digital twin framework with CNN-LSTM-attention model

Wei Li, Yongsheng Li, Akhil Garg, Liang Gao

2023Energy130 citationsDOI

Topics & Concepts

Battery (electricity)Degradation (telecommunications)VoltageState of chargeConvolutional neural networkComputer scienceDepth of dischargeLithium-ion batteryArtificial neural networkLithium (medication)Battery capacityTransient (computer programming)Reliability engineeringSimulationArtificial intelligenceEngineeringElectrical engineeringTelecommunicationsOperating systemEndocrinologyPhysicsQuantum mechanicsPower (physics)MedicineAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Enhancing real-time degradation prediction of lithium-ion battery: A digital twin framework with CNN-LSTM-attention model | Litcius