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An improved CNN-LSTM model-based state-of-health estimation approach for lithium-ion batteries

Huanwei Xu, Lingfeng Wu, Shizhe Xiong, Wei Li, Akhil Garg, Liang Gao

2023Energy319 citationsDOI

Topics & Concepts

Computer scienceConvolutional neural networkRobustness (evolution)Artificial neural networkArtificial intelligenceFeature selectionFeature extractionMachine learningData miningPattern recognition (psychology)ChemistryGeneBiochemistryAdvanced Battery Technologies ResearchReliability and Maintenance OptimizationAdvancements in Battery Materials
An improved CNN-LSTM model-based state-of-health estimation approach for lithium-ion batteries | Litcius