A novel deep learning-based life prediction method for lithium-ion batteries with strong generalization capability under multiple cycle profiles
Dinghong Chen, Weige Zhang, Caiping Zhang, Bingxiang Sun, Xinwei Cong, Shaoyuan Wei, Jiuchun Jiang
Topics & Concepts
GeneralizationBattery (electricity)Computer scienceArtificial neural networkPreprocessorArtificial intelligenceLithium-ion batteryConvolutional neural networkSet (abstract data type)Data setDeep learningReliability engineeringEngineeringMathematicsMathematical analysisPhysicsPower (physics)Quantum mechanicsProgramming languageAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization