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Residual life prediction of lithium-ion batteries based on data preprocessing and a priori knowledge-assisted CNN-LSTM

Qilong Xie, Rongchuan Liu, Jihao Huang, Jianhui Su

2023Energy85 citationsDOI

Topics & Concepts

Computer scienceData pre-processingConvolutional neural networkResidualArtificial intelligenceNoise (video)Artificial neural networkPreprocessorHilbert–Huang transformA priori and a posterioriBattery (electricity)Machine learningData miningPattern recognition (psychology)AlgorithmPhilosophyFilter (signal processing)Quantum mechanicsComputer visionImage (mathematics)EpistemologyPhysicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization
Residual life prediction of lithium-ion batteries based on data preprocessing and a priori knowledge-assisted CNN-LSTM | Litcius