An Empirical-Data Hybrid Driven Approach for Remaining Useful Life prediction of lithium-ion batteries considering capacity diving
Dan Chen, Jinhao Meng, Huanyang Huang, Ji Wu, Ping Liu, Jiwu Lu, Tianqi Liu
Topics & Concepts
Battery (electricity)Battery capacityEmpirical modellingParameterized complexityGaussian processKrigingComputer scienceDual (grammatical number)Process (computing)Hilbert–Huang transformParticle filterGaussianReliability engineeringEngineeringFilter (signal processing)SimulationMachine learningKalman filterAlgorithmArtificial intelligencePower (physics)Quantum mechanicsOperating systemLiteratureComputer visionArtPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization