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
Keywords
- Risk & reliability analysis
- Intelligent asset management
- Machine learning & AI
- Prognostic & health management
- Data & decision analytics
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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COst Forecasting Framework with Expert and Analogous Data (COFFEAD)
Quigley, J. (Principal Investigator), Liu, B. (Co-investigator), Revie, M. (Co-investigator) & Walls, L. (Co-investigator)
Nuclear Decommissioning Authority
15/07/24 → 15/01/26
Project: Research
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Extending the explainability of machine learning models in policy decision making
Liu, B. (Principal Investigator) & Revie, M. (Co-investigator)
2/10/23 → 31/03/27
Project: Research - Studentship
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Compact uncertainty sets for robust optimization based on bootstrapped Dirichlet process mixture model
Neofytou, A., Liu, B. & Akartunali, K., 3 Feb 2025, (E-pub ahead of print) In: Optimization. 44 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis
Liu, Z., Zhong, X., Shao, H., Yan, S. & Liu, B., 3 Dec 2024, In: Knowledge-Based Systems. 305, 21 p., 112606.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure)
Prizes
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Best Paper Award
Shi, G. (Recipient), Liu, B. (Recipient) & Walls, L. (Recipient), 24 Aug 2022
Prize: Prize (including medals and awards)
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Finalist of The Mathematical Contest in Modeling (MCM)
Liu, B. (Recipient), 2012
Prize: Prize (including medals and awards)
Activities
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Intelligent operations and maintenance: Data-driven approach
Liu, B. (Speaker)
15 Nov 2024Activity: Talk or presentation types › Invited talk
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Université Paris Saclay
Liu, B. (Visiting researcher)
1 Nov 2024 → 30 Nov 2024Activity: Visiting an external institution types › Visiting an external academic institution