A Multi-level Information Integration Framework for Physically Verifiable Fault Diagnosis of Rotating Machinery
The proposed Diagnostic Evidence Network (DENet) is an encoder-agnostic multi-task framework that extends the output to a structured evidence record: the classification, a predicted characteristic frequency comparable against the theoretical value determined by bearing geometry and shaft speed, and a temporal localizat...
Yun-Tong Chen, Jian-Yu Liu, Ying-Qi Li et al.
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