The effect of bearings faults to coefficients obtained by using wavelet transform
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Tarih
2014
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IEEE 22nd Signal Processing and Communications Applications SIU
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this study, artificial defects in various diameters are formed on inner race, outer race and ball bearing which are essential components of a bearing and vibration signals are collected by a data acquisition card from bearing-shaft setup. The signals acquired are decomposed from noise with wavelet transform; thus vibration signal resulting from normal operation of the system is obtained. The energy of noisy and noise-free signal is calculated and the wavelet coefficients that will be used in classifying are obtained. As a conclusion of experimental studies, the technique based on wavelet transform coefficients accomplishes the classifications of different bearings fault types successfully.
Açıklama
Anahtar Kelimeler
Rulman hataları, Dalgacık dönüşümü yöntemi
Kaynak
WoS Q Değeri
Scopus Q Değeri
Cilt
Sayı
Künye
Bayram, S., Kaplan, K., Kuncan, M., & Ertunç, H. M. (2014, April). The effect of bearings faults to coefficients obtaned by using wavelet transform. In 2014 22nd Signal Processing and Communications Applications Conference (SIU) (pp. 991-994). IEEE.
