News about the laboratory


  • “SCG-GFFE: A Self-Constructed graph fault feature extractor based on graph Auto-encoder algorithm for unlabeled single-variable vibration signals of harmonic reducer” is accepted by AEI! Congratulations to Hao Ding!--2024.04
  • “A Novel Cross-Domain Data Augmentation and Bearing Fault Diagnosis Method Based on an Enhanced Generative Model” is accepted by IEEE TIM! Congratulations to Hao Ding!--2024.04
  • “Contrastive learning and dynamics embedding neural network for label-free interpretable machine fault diagnosis” is accepted by ISA Transactions! Congratulations to Tengyi Peng!--2024.1

  • Who we are


    Our group is a mix of Mechanical Engineering, Control Engineering and Computer Science.