Combining empirical mode decomposition and deep recurrent neural networks for predictive maintenance of lithium-ion battery
James C. Chen, Tzu‐Li Chen, Weijun Liu, Chen Cheng, Meng-Gung Li
Topics & Concepts
PrognosticsHilbert–Huang transformBattery (electricity)Predictive maintenanceRecurrent neural networkComputer scienceArtificial intelligenceArtificial neural networkReliability engineeringMachine learningEngineeringData miningFilter (signal processing)Quantum mechanicsPhysicsComputer visionPower (physics)Advanced Battery Technologies ResearchMachine Fault Diagnosis TechniquesReliability and Maintenance Optimization