Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-8227-3501
Google Scholar Profile: axF5PVAAAAAJ
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):
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Collaborations from the last five years
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Research output
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A failure knowledge graph learning framework for offshore wind turbines with incomplete knowledge
Ding, Y., Zhu, F., Li, H., Parlikad, A. K. & Xie, M., Jun 2025, In: Renewable and Sustainable Energy Reviews. 215, 115561.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile6 Downloads (CityUHK Scholars) -
An Optimization-Based Sample Selection Method Considering Sample Redundancy and Usefulness
Zhu, F., Feng, J., Su, Z. & Xie, M., 2024, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023). Ball, A. D., Ouyang, H., Sinha, J. K. & Wang, Z. (eds.). Cham: Springer , Vol. 1. p. 1119-1129 (Mechanisms and Machine Science; vol. 151).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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A Semi-Supervised Failure Knowledge Graph Construction Method for Decision Support in Operations and Maintenance
Ding, Y., Li, H., Zhu, F., Wang, Z., Peng, W. & Xie, M., Mar 2024, In: IEEE Transactions on Industrial Informatics. 20, 3, p. 3104-3114Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus) -
Knowledge-informed wheel wear prediction method for high-speed train using multisource signal data
Chen, C., Zhu, F., Xu, Z., Xie, Q., Lo, S. M., Tsui, K. L. & Li, L., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 12 p., 3522912.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus) -
A Reinforced Noise Resistant Correlation Method for Bearing Condition Monitoring
Fan, W., Chen, Z., Li, Y., Zhu, F. & Xie, M., Apr 2023, In: IEEE Transactions on Automation Science and Engineering. 20, 2, p. 995-1006Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
18 Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
ZHU, F. (Recipient), 16 Aug 2023
Prize: RGC 64B - Prizes and awards
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Thesis
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Research on Data-centric Paradigm for Advanced Industrial Process Monitoring
ZHU, F. (Author), XIE, M. (Supervisor) & Li, L. (Co-supervisor), 6 Aug 2024Student thesis: Doctoral Thesis