Joint prediction of SOH and RUL for Lithium-ion batteries by an enhanced Transformer model with physical information constraints
Guolian Hou, Fan Zhang, Congzhi Huang, Ting Huang
Topics & Concepts
InterpretabilityComputer scienceTransformerRobustness (evolution)Generalizability theoryReliability engineeringData miningConvertersArtificial intelligenceComputational intelligencePrognosticsPartial least squares regressionEncoderMachine learningAlgorithmState of healthWaveletEngineeringLookup tableComputational complexity theoryData modelingDatabase normalizationProcess (computing)Raw dataAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies