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HFTL-KD: A new heterogeneous federated transfer learning approach for degradation trajectory prediction in large-scale decentralized systems

Shixiang Lü, Zhi-Wei Gao, Yuanhong Liu

2024Control Engineering Practice27 citationsDOI

Topics & Concepts

TrajectoryDegradation (telecommunications)Scale (ratio)Computer scienceTransfer of learningDistributed computingArtificial intelligenceGeographyTelecommunicationsCartographyPhysicsAstronomyAdvanced Battery Technologies ResearchMachine Learning and ELMElevator Systems and Control
HFTL-KD: A new heterogeneous federated transfer learning approach for degradation trajectory prediction in large-scale decentralized systems | Litcius