Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine

2017 ◽  
Vol 13 (3) ◽  
pp. 1310-1320 ◽  
Author(s):  
Ruonan Liu ◽  
Guotao Meng ◽  
Boyuan Yang ◽  
Chuang Sun ◽  
Xuefeng Chen
Keyword(s):  
Time Series ◽  
Fault Diagnosis ◽  
Electric Machine ◽  
Intelligent Fault Diagnosis ◽  
Neural Architecture ◽  
Diagnosis Approach

An intelligent fault diagnosis approach based on Dempster-Shafer theory for hydraulic valves

Measurement ◽  
2020 ◽  
Vol 165 ◽  
pp. 108129 ◽  
Author(s):  
Xiancheng Ji ◽  
Yan Ren ◽  
Hesheng Tang ◽  
Chong Shi ◽  
Jiawei Xiang
Keyword(s):  
Fault Diagnosis ◽  
Intelligent Fault Diagnosis ◽  
Dempster Shafer Theory ◽  
Shafer Theory ◽  
Hydraulic Valves ◽  
Diagnosis Approach

Study on Intelligence Fault Diagnosis Approach Based on Digraph Model and Application to Satellite Battery

2014 ◽  
Vol 889-890 ◽  
pp. 929-932
Author(s):  
Zi Qian Cui ◽  
Min Qiang Xu ◽  
Ri Xin Wang
Keyword(s):  
Fault Diagnosis ◽  
Threshold Value ◽  
Intelligent Fault Diagnosis ◽  
Battery System ◽  
Multiple Fault ◽  
Logical Operators ◽  
Diagnosis Method ◽  
Digraph Model ◽  
Diagnosis Approach

This article presents a SSDG---based intelligent fault diagnosis method. This method uses five signed threshold value modes to define nodes for carrying quantified information. This method establishes the SDGs of the system and its components, uses the based on rules method to diagnosis, then expands the diagnosing rule bank with logical operators to construct the diagnosing rule bank of the system. Applying in satellite battery system, this method can diagnosis the multiple fault, and batter explain, reworked and faster diagnosis.

scholarly journals An Intelligent Fault Diagnosis Approach Considering the Elimination of the Weight Matrix Multi-Correlation

2018 ◽  
Vol 8 (6) ◽  
pp. 906 ◽  
Author(s):  
Zenghui An ◽  
Shunming Li ◽  
Jinrui Wang ◽  
Weiwei Qian ◽  
Qijun Wu
Keyword(s):  
Fault Diagnosis ◽  
Weight Matrix ◽  
Intelligent Fault Diagnosis ◽  
Diagnosis Approach
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