Personal statement
I am a Senior Lecturer (Associate Professor) in the Department of Management Science. I joined Strathclyde in Jan 2019 as a Lecturer. Before that I was working as a Postdoctoral Fellow in the University of Waterloo, Canada. I received the BE degree in automation from Zhejiang University, China in 2013, and the PhD degree in industrial engineering from City University of Hong Kong, Hong Kong in 2017. My research interests include risk & reliability analysis, intelligent asset management, decision making under uncertainty, and data analytics. I focus on developing new methods to solve real problems, with applications in a variety of industries, including manufacturing, utility (water, transportation, infrastructure), and energy.
I am willing to accept PhD students. If you are interested in my research, please send me your CV and transcripts. Current PhD scholarship available:
1. Extending the explainability of machine learning models in policy decision making
2. Added value of business intelligence for machinery upgrades and modernisation
Professional activities
- 4th International Conference on System Reliability and Safety Engineering (SRSE 2022)
- Member of programme committee
- 15/12/2022
- Markov decision process and reinforcement learning for smart operation and maintenance
- Speaker
- 10/12/2022
- 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2022)
- Member of programme committee
- 7/12/2022
- OR64
- Organiser
- 13/9/2022
- 13th International Conference on Reliability, Maintainability, and Safety (ICRMS2022)
- Organiser
- 21/8/2022
- Data augmentation for deep learning in system failure prediction with limited observations
- Speaker
- 9/6/2022
More professional activities
Projects
- Enhancing sustainable finance with satellite data and advanced analytics
- Liu, Bin (Principal Investigator) Bowden, James (Co-investigator) Riccardi, Annalisa (Co-investigator)
- 01-Jan-2021 - 30-Jan-2022
- Deep Transfer learning for Diagnosis, Prognosis and Maintenance of Sludge Bulking in Wastewater Treatment (International Exchange Cost Share)
- Walls, Lesley (Principal Investigator) Liu, Bin (Co-investigator)
- 30-Jan-2021 - 29-Jan-2023
- Intelligent control technology for printing and dyeing wastewater treatment based on human-machine collaborative decision-making
- Liu, Bin (Principal Investigator) Walls, Lesley (Co-investigator)
- 01-Jan-2020 - 31-Jan-2021
- Global Engagement Grant
- Liu, Bin (Principal Investigator)
- 25-Jan-2019 - 25-Jan-2020
More projects
Address
Management Science
Duncan Wing
Duncan Wing
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