Multi-Modal Learning-Based Equipment Fault Prediction in the Internet of Things

The timely detection of equipment failure can effectively avoid industrial safety accidents. The existing equipment fault diagnosis methods based on single-mode signal not only have low accuracy, but also have the inherent risk of being misled by signal noise. In this paper, we reveal the possibilit...

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Bibliographic Details
Main Authors: Xin Nan, Bo Zhang, Changyou Liu, Zhenwen Gui, Xiaoyan Yin
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/18/6722