I am currently serving as a Research Assistant Professor in the Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University. My research interests include condition monitoring, fault diagnosis, prognostics and health management, and machine learning.
Openings
I am seeking a highly motivated PhD student to join my research group. A full scholarship will be available for the successful candidate, and I anticipate the position to start in January 2027. Candidates with strong programming, engineering, and/or mathematical skills, as well as a proactive attitude, are especially encouraged to get in touch. If you’re interested, please feel free to email me your CV, transcript(s), and a brief description of your research interests. I will give each inquiry my full attention, but I ask for your patience in advance, as I may only be able to respond to candidates who are a close match for the position.
Research Interests
- Condition monitoring and fault diagnosis: using statistical machine learning or signal processing methods to monitor the health status of complex systems and diagnose faults.
- Prognostics and health management: degradation modeling, remaining useful life prediction, and maintenance decision-making for complex systems.
- Machine learning and data analytics: developing novel machine learning algorithms and applying them to real-world engineering problems.
Work Experience
- 2025.01–present: The Hong Kong Polytechnic University, Department of Industrial and Systems Engineering, Research Assistant Professor
- 2023.07–2024.12: Hong Kong Science Park, Centre for Advances in Reliability and Safety, Postdoctoral Fellow, mentor: Prof. C.K.M. LEE
- 2022.01–2023.04: City University of Hong Kong, Department of Advanced Design and Systems Engineering, Postdoc., mentor: Prof. Min XIE
Education
- 2017.08–2021.08: National University of Singapore, Department of Industrial Systems Engineering and Management, Ph.D., supervisor: Prof. Zhi-Sheng YE
- 2014.09–2017.06: University of Science and Technology of China, Instrument Science and Technology, M.Sc., supervoisor: Prof. Qingbo HE
- 2010.09–2014.06: Hunan University, Measurement and Control Technology and Instrumentation, B.Eng.
Contact
- Email: xingcliu@polyu.edu.hk (Primary); xingchenliu@u.nus.edu
- Phone: (852) 2766 6580
- Office: E Building, 6-th Floor, Room EF612
- Address: The Hong Kong Polytechnic University, Hong Kong
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