Search Results - subject:"vibration signals"

A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis

Saimurugan, M.; Ramachandran, K.I. - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 188-204

In rotating machines, shaft and bearing are the critical components of interest for fault diagnosis. In recent years, the application of machine learning for fault diagnosis is gaining momentum. This paper presents the fault diagnosis of shaft and bearing using support vector machine (SVM). The...

Persistent link: https://www.econbiz.de/10010816809

Determination of sample size using power analysis and optimum bin size of histogram features

Indira, V.; Vasanthakumari, R.; Sakthivel, N.R.; … - In: International Journal of Data Analysis Techniques and … 3 (2011) 1, pp. 21-41

Vibration signals are used in fault diagnosis of rotary machines as a source of information. Lots of work have been …

Persistent link: https://www.econbiz.de/10009352821

Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump

Muralidharan, V.; Sugumaran, V.; Sakthivel, N.R. - In: International Journal of Data Analysis Techniques and … 3 (2011) 2, pp. 159-177

vibration signals of good and faulty conditions of the components of centrifugal pump. The classification accuracies were …

Persistent link: https://www.econbiz.de/10009352827

Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump

Sakthivel, N.R.; Sugumaran, V.; Nair, Binoy B. - In: International Journal of Data Analysis Techniques and … 2 (2010) 1, pp. 38-61

statistical features extracted from vibration signals under good and faulty conditions of a monoblock centrifugal pump. The …

Persistent link: https://www.econbiz.de/10008755538