Publications

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Journal Articles

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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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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Conference Papers

Parallel Relation Network for Intelligent Fault Detection and Localization of Train Transmission Systems with Zero-fault Sample

Published in IEEE PHM 2024, 2024