Remaining useful life prediction of lithium-ion battery based on VMD-CNN-BiLSTM model and attention mechanism
Zhou Yang, Quanshui Ding, Yan Zhang, Yimin Zhang
Topics & Concepts
Battery (electricity)Benchmark (surveying)Computer scienceHyperparameterArtificial neural networkConvolutional neural networkArtificial intelligenceGeneralizability theoryNoise (video)Mode (computer interface)Machine learningDecompositionDeep learningRecurrent neural networkOverfittingSupervised learningData miningMechanism (biology)Advanced Battery Technologies ResearchMachine Fault Diagnosis TechniquesReliability and Maintenance Optimization