Research on intelligent fault diagnosis method for nuclear power plant based on correlation analysis and deep belief network

2018 ◽  
Vol 108 ◽  
pp. 419-427 ◽  
Author(s):  
Bin-Sen Peng ◽  
Hong Xia ◽  
Yong-Kuo Liu ◽  
Bo Yang ◽  
Dan Guo ◽  
...  
Keyword(s):  
Fault Diagnosis ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Correlation Analysis ◽  
Nuclear Power ◽  
Deep Belief Network ◽  
Intelligent Fault Diagnosis ◽  
Belief Network ◽  
Diagnosis Method

Analysis of Nuclear Power Plant Transient Recognition Method Validation Utility Strategy

2015 ◽  
Vol 742 ◽  
pp. 325-329
Author(s):  
Yu Wen Li ◽  
Ji Xing Liang ◽  
Qing Qing Ding
Keyword(s):  
Fault Diagnosis ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Nuclear Power ◽  
Analysis Framework ◽  
Utility Analysis ◽  
Recognition Method ◽  
Diagnosis Method ◽  
Preliminary Research ◽  
Validation Strategy

Compare and analysis the transient identification in Nuclear Power Plant fault diagnosis method. According to how does these methods for nuclear power plant systems HTR effect, Further proposed to a problem that towards existing transient recognition of methods to verification effectiveness. Preliminary analysis of the three kinds of validation strategy, after a comparative demonstration, it is formed the preliminary research on the utility analysis framework. Utility to verify the framework for the Nuclear Power Plant fault diagnosis methods carry out intensive research provides a theoretical basis.

Fault diagnosis method of rolling bearing based on deep belief network

2018 ◽  
Vol 32 (11) ◽  
pp. 5139-5145 ◽  
Author(s):  
Zhiwu Shang ◽  
Xiangxiang Liao ◽  
Rui Geng ◽  
Maosheng Gao ◽  
Xia Liu
Keyword(s):  
Fault Diagnosis ◽  
Rolling Bearing ◽  
Deep Belief Network ◽  
Belief Network ◽  
Diagnosis Method
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