Damage detection of roller bearing using wavelet transform

被引：0

作者：

Yang, JM ^{[1
]}

Xiong, XY ^{[1
]}

Xiong, SB ^{[1
]}

机构：

[1] Taiyuan Univ Technol, Inst Mechanoelect Engn, Taiyuan 030024, Peoples R China

来源：

IMAC - PROCEEDINGS OF THE 17TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I AND II | 1999年 / 3727卷

关键词：

D O I：

暂无

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

The widely employed techniques are based on vibration analysis in damage detection of roller bearing. However, commonly used method of the processing vibration signals may exhibit low sensitivity to damage detection and poor diagnostic capability. One of the problems may arise for presence of non-stationary dynamic phenomena. The wavelet transform is effective mathematical tool adopted for processing transient signals. This paper presents a signal processing method for detecting bearing damages using wavelet transform. By using the multi-resolution property and the decomposition of signals. the characteristics of such structures are becoming more sensitive to the damage. Experimental results show that the wavelet analysis can improve the detecting accuracy and sensitivity especially in the earlier damage case.

引用

页码：1980 / 1983

页数：4

共 50 条

[1] Continuous wavelet transform for bearing damage detection in electric motors
Ayaz, Emine
Ozturk, Ahmet
Seker, Serhat
[J]. CIRCUITS AND SYSTEMS FOR SIGNAL PROCESSING , INFORMATION AND COMMUNICATION TECHNOLOGIES, AND POWER SOURCES AND SYSTEMS, VOL 1 AND 2, PROCEEDINGS, 2006, : 1130 - 1133
[2] Damage Detection of Roller Bearing System Using Experimental Data
Desavale, R. G.
Salunkhe, V. G.
[J]. INTERNATIONAL CONFERENCE ON VIBRATION PROBLEMS 2015, 2016, 144 : 202 - 207
[3] Structural damage detection in plates using wavelet transform
Amiri, G. Ghodrati
Bagheri, A.
Razzaghi, S. A. Seyed
Asadi, A.
[J]. CHALLENGES, OPPORTUNITIES AND SOLUTIONS IN STRUCTURAL ENGINEERING AND CONSTRUCTION, 2010, : 415 - +
[4] Roller bearing acoustic signature extraction by wavelet packet transform, applications in fault detection and size estimation
Hemmati, Farzad
Orfali, Wasim
Gadala, Mohamed S.
[J]. APPLIED ACOUSTICS, 2016, 104 : 101 - 118
[5] Compressive Sensing of Roller Bearing Fault using Tunable Q-factor Wavelet Transform
Wang, Huaqing
Ke, Yanliang
Luo, Ganggang
Tang, Gang
[J]. 2016 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE PROCEEDINGS, 2016, : 71 - 76
[6] Gear Damage Detection Using Impulse Response Wavelet Transform
Li, Hui
[J]. ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEMS AND MATERIAL ENGINEERING, PTS 1-7, 2011, 204-210 : 1378 - 1381
[7] Damage detection of beam-structure using wavelet transform
Zhang, WW
Wang, ZH
Ma, HW
[J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 3307 - 3310
[8] Induction Machine Bearing Fault Detection Using Empirical Wavelet Transform
Lopez-Gutierrez, Ricardo
de Jesus Rangel-Magdaleno, Jose
Javier Morales-Perez, Carlos
Garcia-Perez, Arturo
[J]. SHOCK AND VIBRATION, 2022, 2022
[9] Investigation of tapered roller bearing damage detection using oil debris analysis
Dempsey, Paula J.
Kreider, Gary
Fichter, Thomas
[J]. 2006 IEEE AEROSPACE CONFERENCE, VOLS 1-9, 2006, : 3694 - +
[10] STRUCTURAL DAMAGE DETECTION USING DYNAMIC REDSIDUE BASED ON WAVELET TRANSFORM
Yan, G. R.
Liu, Z. S.
Duan, Z. D.
Ou, J. P.
[J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM ON STRUCTURAL ENGINEERING, VOL I AND II, 2010, : 1411 - 1417

← 1 2 3 4 5 →