Projects per year
Personal profile
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, and the PhD degree in industrial engineering from City University of Hong Kong, Hong Kong. My rsearch 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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, City University of Hong Kong
Bachelor of Engineering, Zhejiang University
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Collaborations and top research areas from the last five years
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Extending the explainability of machine learning models in policy decision making
2/10/23 → 31/03/27
Project: Research - Studentship
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Enhancing sustainable finance with satellite data and advanced analytics
Liu, B., Bowden, J. & Riccardi, A.
1/09/21 → 30/06/22
Project: Internally funded project
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C-ECAFormer: a new lightweight fault diagnosis framework towards heavy noise and small samples
Wang, J., Shao, H., Yan, S. & Liu, B., 30 Nov 2023, In: Engineering Applications of Artificial Intelligence . 126, Part C, 14 p., 107031.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization
Yan, S., Zhong, X., Shao, H., Ming, Y., Liu, C. & Liu, B., 30 Nov 2023, In: Reliability Engineering and System Safety. 239, 12 p., 109522.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)
Prizes
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Best Paper Award
Shi, Guo (Recipient), Liu, Bin (Recipient) & Walls, Lesley (Recipient), 24 Aug 2022
Prize: Prize (including medals and awards)
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Finalist of The Mathematical Contest in Modeling (MCM)
Liu, Bin (Recipient), 2012
Prize: Prize (including medals and awards)
Activities
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External examiner of PhD viva: Bo Xu from University of Waterloo
Bin Liu (Examiner)
2 Sept 2023Activity: Examination types › Examination