About me

In 2026, I received my Ph.D. in Mechanical Engineering from the University of Ottawa, supervised by Prof. Patrick Dumond.
In 2021, I received my Master’s degree in Vehicle Engineering from Soochow University, supervised by Prof. Juanjuan Shi.
In 2018, I received my Bachelor’s degree in Vehicle Engineering from Soochow University.

Research interests

My research interests include time-frequency analysis, explainable machine learning algorithms, and their applications in machine fault diagnosis.

Research Collaboration

I am open to research collaborations in nonstationary signal processing, time-frequency analysis, explainable machine learning, and machine fault diagnosis.

Recent News

• Aug. 2026: One paper accepted by Advanced Engineering Informatics (co-author).
  
• June 2026: Graduated with a Ph.D. degree in Mechanical Engineering at the University of Ottawa.
  
• May 2026: Presented at CSME-CFD-CSR 2026, Vancouver, BC, Canada.
  
• May 2026: A first-author paper was accepted by Mechanical Systems and Signal Processing.
  
• Nov. 2025: One paper accepted by Expert Systems with Applications (co-author).
  
• Sep. 2025: One paper accepted by Knowledge-Based Systems (co-author).
  
• May 2025: A first-author paper was accepted by Advanced Engineering Informatics.
  
• May 2025: Presented at CSME-CFD-CSR 2025, Montréal, QC, Canada.
  
• Nov. 2024: A first-author paper was accepted by Mechanical Systems and Signal Processing.
  
• Sep. 2024: Ranked 11th among 160 teams in the IEEE PHM Beijing Data Challenge (Team Leader).
  
• Aug. 2024: IDETC-CIE 2024, Washington, DC, USA.
  
• May 2024: CSME-CFD 2024, Toronto, ON, Canada.
  
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Contact

Please feel free to contact me if you are interested in discussing research, collaboration opportunities, or related questions.

Email: zhua079@uottawa.ca