State of health estimation embedded with hardware accelerator based on long short-term memory combined with Bayesian optimization considering extracted health indicator in charging conditions
Sangwoo Cho, Dong‐Ho Han, Jaewon Kim, Jaewon Kim, Jonghoon Kim, Jonghoon Kim
Topics & Concepts
EstimationTerm (time)Bayesian probabilityComputer scienceState (computer science)Reliability engineeringLong short term memoryBayesian optimizationBayes estimatorState of healthEmbedded systemEngineeringArtificial intelligenceAlgorithmSystems engineeringPhysicsPower (physics)Battery (electricity)Quantum mechanicsRecurrent neural networkArtificial neural networkAdvanced Battery Technologies ResearchFault Detection and Control SystemsRadiation Effects in Electronics