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Posts by Collection
portfolio
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publications
Parallel Relation Network for Intelligent Fault Detection and Localization of Train Transmission Systems with Zero-fault Sample
Published in IEEE PHM 2024, 2024
This paper is about fault detection of train transmission system with zero fault samples
Recommended citation: Z. Duan, R. Liu, Z. Chen and H. -Z. Huang, "Parallel Relation Network for Intelligent Fault Detection and Localization of Train Transmission Systems with Zero-fault Sample," 2024 Global Reliability and Prognostics and Health Management Conference (PHM-Beijing), Beijing, China, 2024, pp. 1-6.
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Pseudo-fault data enhanced relation network for fault detection and localization in train transmission systems
Published in EAAI, 2025
This paper is about fault detection of train transmission system with zero fault samples
Recommended citation: Z. Duan, R. Liu, Z. Chen, and H.-Z. Huang, "Pseudo-fault data enhanced relation network for fault detection and localization in train transmission systems," Engineering Applications of Artificial Intelligence, vol. 158, p. 111515, 2025/10/15/ 2025, doi: https://doi.org/10.1016/j.engappai.2025.111515.
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Unified Health Domain Relation Learning for Train Transmission Systems Fault Detection under Complex Operating Conditions
Published in SHM, 2026
This paper is about fault detection of train transmission system under complex operating conditions
Recommended citation: Z. Chen*, Z. Duan*, and H.-Z. Huang, "Unified Health Domain Relation Learning for Train Transmission Systems Fault Detection under Complex Operating Conditions," Structural Health Monitoring, 2026, doi: https://doi.org/10.1177/1475921720961234.
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talks
【IEEE PHM 2024】Conference Oral Presentations
Published:
Delivered an oral presentation at IEEE PHM 2024 Conference, presenting the paper titled Parallel Relation Network for Intelligent Fault Detection and Localization of Train Transmission Systems with Zero-fault Sample.
【SMEE idol】Zhixu Duan: Take Each Step Steadily, and the Distance Will Unfold
Published:
Interviewed by 【SMEE idol】 editorial team.
【UESTC-IA×DP Technology】Uni-Lab Developers’ Offline Workshop
Published:
As Vice President, led a delegation to Yibin to participate in the Uni-Lab Developers’ Offline Workshop.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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