Gang Chen
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Gang Chen

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Ph.D.
Assistant Professor
Shien-Ming Wu School of Intelligent Engineeringg
South China University of Technology
Email: firstname lastname at scut dot edu dot cn

Biography

Gang Chen received B.Eng. and M.Eng in Mechanical Engineering from Shanghai Jiao Tong University, and Ph.D. in Mechanical Engineering from the University of California, Davis. He is currently an Assistant Professor with the Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, China.

Research Interests

  • Signal Processing, Time-Frequency Analysis.
  • Formal Methods, Control Theory.
  • Machine Learning, Monitoring and Control.

News and Announcements

  • [March 11, 2022] Our paper "Interpretable Fault Diagnosis with Shapelet Temporal Logic: Theory and Application" has been accepted by Automatica.

  • [Dec 13, 2021] Our paper "Timed Failure Propagation Graph Construction with Supremal Language Guided Tree-LSTM and Its Application to Interpretable Fault Diagnosis" has been accepted by Applied Intelligence.

  • [March 30, 2021] Our paper "Temporal Logic Inference for Fault Detection of Switched Systems with Gaussian Process Dynamics" has been accepted by IEEE Transactions on Automation Science and Engineering.

  • [Nov 10, 2020] Our paper "Formal Language Generation for Fault Diagnosis with Spectral Logic via Adversarial Training" has been accepted by IEEE Transactions on Industrial Informatics.

  • [July 10, 2020] Our paper "Data-Driven Real-Timed-Failure-Propagation-Graph Refinement for Complex System Fault Diagnosis" has been accepted by IEEE Control Systems Letters.

  • [April 27, 2020] Our paper "Frequency-temporal-logic-based Bearing Fault Diagnosis and Fault Interpretation using Bayesian Optimization with Bayesian Neural Networks" has been accepted by Mechanical Systems and Signal Processing.

  • [March 21, 2020] Our paper "Temporal-logic-based Semantic Fault Diagnosis with Time-series Data from Industrial Internet of Things" has been accepted by IEEE Transactions on Industrial Electronics.