Projects per year
Personal profile
Personal profile
Jianyu Xu is currently a Lecturer in Management, IBSS, Xian-Jiaotong Liverpool University. Jianyu got his Bachelor degree in Statistics from Peking University in 2012. Later, he got his Phd degree jointly in Statistics from Chinese Academy of Sciences and in System Engineering and Engineering Safety from City University of Hong Kong. His research interest is in reinforcement learning, quality and reliability engineering and industrial statistics.
Research interests
Industrial Statistics
Quality and Reliability Engineering
Reinforcement Learning
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
Joint-PhD, City University of Hong Kong, 2018
PhD, Chinese Academy of Sciences, 2017
Bachelor, Peking University, 2012
Person Types
- Staff
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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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IDF: End-to-end dynamic rebalancing strategies for the bike-sharing systems
Xu, J., Zhao, X., Wang, X. & Liu, B.
22/02/24 → 1/03/26
Project: Internal Research Project
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Condition-based maintenance for systems with high-dimensional degradation indices based on machine learning methods
1/01/25 → 31/12/27
Project: Governmental Research Project
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Distributionally Robust Resilience Optimization of Post-Disaster Power System Considering Multiple Uncertainties
Zhang, C., Li, Y-F., Zhang, H., Wang, Y., Huang, Y. & Xu, J., Nov 2024, In: Reliability Engineering and System Safety. 251, 110367Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Online reinforcement learning for condition-based group maintenance using factored Markov decision processes
Xu, J., Liu, B., Zhao, X. & Wang, X. L., 16 May 2024, In: European Journal of Operational Research. 315, 1, p. 176-190 15 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Simultaneous or Sequential? Retail Strategy of a Durable Product and an Extended Warranty
Wang, X. L., Sun, Q. & Xu, J., 30 Apr 2024, In: IEEE Transactions on Engineering Management. 71, p. 8223-8239 17 p.Research output: Contribution to journal › Article › peer-review
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Imperfect Maintenance Policies for Warranted Products Under Stochastic Performance Degradation
Wang, X., Zhao, X., Xu, J. & Liu, B., 1 Jul 2023, In: European Journal of Operational Research. 308, 1, p. 150-165 16 p.Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Reinforcement Learning in Online Maintenance for Large-Scaled Systems: Dimensional Challenges and Feasible Solutions
Xu, J., 26 Jul 2023, (In preparation) The 13th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding