Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-8227-3501
Google Scholar Profile: axF5PVAAAAAJ
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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 AccessFile3 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
4 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: 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