Mechanical Vibration Analysis using ANC and Morlet Wavelet

被引:0
作者
Sui, Wentao [1 ]
Lu, Changhou [1 ]
机构
[1] Shandong Univ, Sch Mech Engn, Jinan 250061, Peoples R China
来源
ADVANCED MEASUREMENT AND TEST, PARTS 1 AND 2 | 2010年 / 439-440卷
关键词
Vibration signal analysis; Fault diagnosis; Adaptive noise canceling(ANC); Morlet wavelet; DIAGNOSIS;
D O I
10.4028/www.scientific.net/KEM.439-440.1
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A method of vibration analysis for mechanical fault detection based on adaptive noise canceling(ANC) and envelope analysis was presented. The adaptive filtering was used for noise canceling and feature extraction from vibration signal measured for the detection. The envelope analysis based on analytic wavelet was also used for the fault detection. Experiment shows that the method proposed in this paper is very effective for reducing noise, and for vibration analysis to discriminating the fault types with a high accuracy.
引用
收藏
页码:1 / 5
页数:5
相关论文
共 9 条
[1]  
Case Western Reserve University (CWRU), Bearing Data Center
[2]   K-hybrid: A kurtosis-based hybrid thresholding method for mechanical signal denoising [J].
Hong, Hoonbin ;
Liang, Ming .
JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME, 2007, 129 (04) :458-470
[3]  
Liu G, 2007, PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, P1
[4]   Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics [J].
Qiu, H ;
Lee, J ;
Lin, J ;
Yu, G .
JOURNAL OF SOUND AND VIBRATION, 2006, 289 (4-5) :1066-1090
[5]   Fault Diagnosis of Roller Bearing Conditions Using ANFIS [J].
Sui, Wentao ;
Zhang, Dan .
E-ENGINEERING & DIGITAL ENTERPRISE TECHNOLOGY VII, PTS 1 AND 2, 2009, 16-19 :886-890
[6]   Achieving shared multicast protection in WDM networks with sparse-light-splitting constraint [J].
Wang, Xiong ;
Wang, Sheng ;
Li, Leming ;
Xu, Shizhong .
JOURNAL OF OPTICAL NETWORKING, 2008, 7 (01) :1-14
[7]   ADAPTIVE NOISE CANCELLING - PRINCIPLES AND APPLICATIONS [J].
WIDROW, B ;
GLOVER, JR ;
MCCOOL, JM ;
KAUNITZ, J ;
WILLIAMS, CS ;
HEARN, RH ;
ZEIDLER, JR ;
DONG, E ;
GOODLIN, RC .
PROCEEDINGS OF THE IEEE, 1975, 63 (12) :1692-1716
[8]  
ZHANG D, 2009, P WICOM 2009, P518
[9]   Spindle health diagnosis based on analytic wavelet enveloping [J].
Zhang, Li ;
Gao, Robert X. ;
Lee, Kang B. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2006, 55 (05) :1850-1858