Remaining useful life and state of health prediction for lithium batteries based on empirical mode decomposition and a long and short memory neural network
Gong Cheng, Xinzhi Wang, Yurong He
Topics & Concepts
Hilbert–Huang transformArtificial neural networkRobustness (evolution)BackpropagationState of healthPredictive modellingLong short term memoryComputer scienceMean squared errorBattery (electricity)Noise (video)EngineeringArtificial intelligenceRecurrent neural networkMachine learningEnergy (signal processing)StatisticsPower (physics)MathematicsPhysicsBiochemistryQuantum mechanicsChemistryGeneImage (mathematics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization