Time–frequency analysis based on ensemble local mean decomposition and fast kurtogram for rotating machinery fault diagnosis

作者: Lei Wang , Zhiwen Liu , Qiang Miao , Xin Zhang

DOI: 10.1016/J.YMSSP.2017.09.042

关键词:

摘要: … over LMD and EEMD are illustrated in the simulation analyses… proposed method in fault diagnosis for rotating machinery is … EMD, LMD still faces the problems of end effects and mode …

参考文章(35)
Yongxiang Zhang, R.B. Randall, Rolling element bearing fault diagnosis based on the combination of genetic algorithms and fast kurtogram Mechanical Systems and Signal Processing. ,vol. 23, pp. 1509- 1517 ,(2009) , 10.1016/J.YMSSP.2009.02.003
Jérôme Antoni, Fast computation of the kurtogram for the detection of transient faults Mechanical Systems and Signal Processing. ,vol. 21, pp. 108- 124 ,(2007) , 10.1016/J.YMSSP.2005.12.002
Jérôme Antoni, Robert Bond Randall, None, The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines Mechanical Systems and Signal Processing. ,vol. 20, pp. 308- 331 ,(2006) , 10.1016/J.YMSSP.2004.09.002
Hongchao Wang, Jin Chen, Guangming Dong, Fault diagnosis of rolling bearing’s early weak fault based on minimum entropy de-convolution and fast Kurtogram algorithm Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. ,vol. 229, pp. 2890- 2907 ,(2015) , 10.1177/0954406214564692
Da-Chao Lin, Zhang-Lin Guo, Feng-Ping An, Fan-Lei Zeng, Elimination of end effects in empirical mode decomposition by mirror image coupled with support vector regression Mechanical Systems and Signal Processing. ,vol. 31, pp. 13- 28 ,(2012) , 10.1016/J.YMSSP.2012.02.012
X L Zhang, X F Chen, Z J He, Fault diagnosis based on support vector machines with parameter optimization by an ant colony algorithm Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. ,vol. 224, pp. 217- 229 ,(2010) , 10.1243/09544062JMES1731
Baojia Chen, Zhengjia He, Xuefeng Chen, Hongrui Cao, Gaigai Cai, Yanyang Zi, A demodulating approach based on local mean decomposition and its applications in mechanical fault diagnosis Measurement Science and Technology. ,vol. 22, pp. 055704- ,(2011) , 10.1088/0957-0233/22/5/055704
Yaguo Lei, Jing Lin, Zhengjia He, Ming J. Zuo, A review on empirical mode decomposition in fault diagnosis of rotating machinery Mechanical Systems and Signal Processing. ,vol. 35, pp. 108- 126 ,(2013) , 10.1016/J.YMSSP.2012.09.015