A Modal Fusion Deep Clustering Method for Multi-Sensor Fault Diagnosis of Rotating Machinery

Z WU, R XU, G FANG, H SHAO - 电子与信息学报, 2024 - jeit.ac.cn
To address the issue of insufficient feature information in single-sensor and single-modality
signals, an End-to-end Deep Clustering Method for rotating machinery multi-sensor fault …

[PDF][PDF] 一种面向旋转机械多传感器故障诊断的模态融合深度聚类方法

伍章俊, 许仁礼, 方刚, 邵海东 - 电子与信息学报, 2024 - jeit.ac.cn
针对单传感器和单模态信号特征信息不足的问题, 该文提出一种基于多模态融合的端到端深度聚
类旋转机械多传感器故障诊断方法(EDCM-MFF). 首先, 利用门控递归单元自编码模块提取多 …