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LSFConvformer: A lightweight method for mechanical fault diagnosis under small samples and variable speeds with time-frequency fusion

Haidong Shao, Yanzuo Lai, Haoran Liu, Jie Wang, Bin Liu

2025Mechanical Systems and Signal Processing46 citationsDOIOpen Access PDF

Topics & Concepts

FusionVariable (mathematics)Fault (geology)Time–frequency analysisComputer scienceStructural engineeringEngineeringMathematicsGeologyTelecommunicationsSeismologyPhilosophyRadarMathematical analysisLinguisticsMachine Fault Diagnosis TechniquesFault Detection and Control SystemsUltrasonics and Acoustic Wave Propagation
LSFConvformer: A lightweight method for mechanical fault diagnosis under small samples and variable speeds with time-frequency fusion | Litcius