DocumentCode
1955296
Title
Development of an effective condition monitoring system for AC point machines
Author
Asada, T. ; Roberts, C.
Author_Institution
Sch. of Electr., Electron. & Comput. Eng., Univ. of Birmingham, Birmingham, UK
fYear
2011
fDate
29-30 Nov. 2011
Firstpage
1
Lastpage
6
Abstract
This paper develops a new approach for the fault detection and diagnosis of AC point machines. The paper shows that electrical active power can be used as a parameter for condition monitoring systems for AC point machines. The methodology proposed in this paper utilises Wavelet Transforms and Support Vector Machines. It was found that this method can detect and diagnose faults to a high degree of accuracy.
Keywords
AC machines; condition monitoring; fault diagnosis; support vector machines; wavelet transforms; AC point machines; condition monitoring system; electrical active power; fault detection; fault diagnosis; support vector machines; wavelet transforms; Condition monitoring; Fault diagnosis; Point machine; Support Vector Machine; Wavelet Transform;
fLanguage
English
Publisher
iet
Conference_Titel
Railway Condition Monitoring and Non-Destructive Testing (RCM 2011), 5th IET Conference on
Conference_Location
Derby
Type
conf
DOI
10.1049/cp.2011.0584
Filename
6191852
Link To Document