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Maoyin Chen on Muck Rack

Maoyin Chen

As seen in: MDPI
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Articles

[2603.06303] Polarized Direct Cross-Attention Message Passing in GNNs for Machinery Fault Diagnosis

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By Laibin Zhang, Maoyin Chen
| arXiv
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Time/Frequency Feature-Driven Ensemble Learning for Fault Detection

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By Zhen Li, Maoyin Chen, Yunchu Miao
| MDPI
1. Introduction Fault detection plays a crucial role in ensuring the safety, reliability, and efficiency of industrial processes. In modern society, as industrial systems become increasingly complex, the early and exact detection of faults—especially incipient ones that develop gradually over time—has become more critical than ever.
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