Battery health prognosis with gated recurrent unit neural networks and hidden Markov model considering uncertainty quantification
Mingqiang Lin, Yuqiang You, Wei Wang, Ji Wu
Topics & Concepts
PrognosticsBattery (electricity)Computer scienceHilbert–Huang transformReliability (semiconductor)Artificial neural networkReliability engineeringHidden Markov modelState of healthMarkov modelEngineeringArtificial intelligenceMarkov chainMachine learningData miningComputer visionPhysicsQuantum mechanicsFilter (signal processing)Power (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization