Application of Multi-sensor Information Fusion in Fault Diagnosis of Rotating Machinery

2006 ◽  
Author(s):  
Ke Guan ◽  
Tao Mei ◽  
Deji Wang
Keyword(s):  
Fault Diagnosis ◽  
Information Fusion ◽  
Rotating Machinery ◽  
Sensor Information

scholarly journals Fault Diagnosis of Bearings Based on Multi-Sensor Information Fusion and 2D Convolutional Neural Network

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 23717-23725
Author(s):  
Jiaxing Wang ◽  
Dazhi Wang ◽  
Sihan Wang ◽  
Wenhui Li ◽  
Keling Song
Keyword(s):  
Neural Network ◽  
Fault Diagnosis ◽  
Convolutional Neural Network ◽  
Information Fusion ◽  
Sensor Information

scholarly journals Application of Multi-sensor Information Fusion Technology on Fault Diagnosis of Electrical System

2017 ◽  
Vol 11 ◽  
pp. 05003
Author(s):  
Ling-Wen Meng ◽  
Ji-Pu Gao ◽  
Ming-Yong Xin ◽  
Jin-Mei Xiong ◽  
Guo Rui
Keyword(s):  
Fault Diagnosis ◽  
Information Fusion ◽  
Fusion Technology ◽  
Electrical System ◽  
Sensor Information

The Research of Intelligent Fault Diagnosis Model on Multi-Information Fusion

2010 ◽  
Vol 40-41 ◽  
pp. 637-642
Author(s):  
Xiao Hua Liu ◽  
Song Qing Li
Keyword(s):  
Fault Diagnosis ◽  
Information Fusion ◽  
Large Scale ◽  
Strong Support ◽  
Intelligent Fault Diagnosis ◽  
The Hierarchical Structure ◽  
System Requirements ◽  
Diagnosis Model ◽  
Sensor Information ◽  
The Relationship

From the intelligent fault diagnosis system requirements, this article analyzes the relationship between the fault diagnosis and the multi-information fusion basing on the summing up the multi-sensor information fusion technology, and studies the hierarchical structure of multi-sensor information fusion system and the content of integration, and establishes an intelligent fault diagnosis model with the multi-information fusion, which provides strong support for large-scale equipments, system monitoring and fault diagnosis in production process.

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