Education

  • Ph.D. in Systems Engineering, City University of Hong Kong, 2026 (expected)
  • M.E. in Mechanical Engineering, Xi'an Jiaotong University, 2022
  • B.E. in Mechanical Engineering, Xi'an Jiaotong University, 2019

Publications

Research Experience

  • Outlier detection and data recovery in the Drivetrain Diagnostics Simulator
    • Improve the local-outlier-factor-based and tacker-decomposition-based methods
    • Clean abnormal data and recover missing data for condition-monitoring data quality assurance
  • Cutting tool remaining useful life prediction
    • Propose an optimal sensor group selection algorithm
    • Integrate online monitoring multi-sensor signals and offline state observations to predict RUL
  • Wind turbine condition monitoring and remaining useful life prediction
    • Established a model-data-fusion remaining useful life prediction method with multi-sensor fusion
    • Monitored 1000 wind turbines and accurately predicted 3 wind turbines failure
  • Software development for axle fault diagnosis and remaining useful life prediction
    • Established a self-data-driven remaining useful life prediction method for axle gears and bearings
    • Responsible for algorithm optimization and software development
  • Condition monitoring and fault diagnosis algorithm development for gearbox bench test
    • Responsible for data decryption and analysis of a closed analyzer
    • Enabled the secondary development of the closed analyzer

Honors & Awards

  • Contest
    • 2017 China Undergraduate Mathematical Contest in Modeling: First-grade award in Shaanxi venue
    • 2020 China Postgraduate Mathematical Contest in Modeling: Second-grade award nationally
  • Scholarship
    • National Scholarship (Top 0.2%)
    • National Encouragement Scholarship
    • Special Prize Scholarship (2 times)
    • Outstanding Freshman Scholarship (Grade 1)
    • The SiYuan Scholarship (placed first)
    • SKF Scholarship
  • Award
    • Excellent Graduation Thesis (Top 1%)
    • Excellent Student Award (2 times)
    • Excellent Student Cadre Award
    • Outstanding Graduates Award
    • Excellent Postgraduate Award
    • Excellent Postgraduate Cadre Award
    • Outstanding Postgraduates Award
    • Advanced Class Award (as monitor)

Skills

  • Language
    • IELTS: 7.0 (Listening: 6.5 / Reading: 7.5 / Writing: 7.0 / Speaking: 6.0)
    • College English Test Band 4 (CET-4) Certificate
    • College English Test Band 6 (CET-6) Certificate
  • Software
    • MATLAB, Python, C, Markdown
    • Autodesk CAD, Autodesk Inventor, SolidWorks
    • Arduino IDE
    • Word, Excel, PowerPoint, Visio