Title :
Application of rank-order morphological filter in vibration signal de-noising
Author :
Zhang, Wenbin ; Wang, Hongjun ; Teng, Ruijing ; Xu, Shaokun
Author_Institution :
Eng. Coll., Honghe Univ., Mengzi, China
Abstract :
This paper introduced the good characteristic of rank-order morphological filter and its application in vibration signal de-noising. At first, the definition of rank-order morphological filter was introduced. Then, the combined filters were constructed by the rank-order opening and rank-order closing. At last, the interrupted vibration signal was de-noised by the combined rank-order morphological filters. Practical and simulation results show that this method has better de-noising effectiveness. It´s suitable for on-line monitoring and diagnosis of rotating machinery.
Keywords :
condition monitoring; fault diagnosis; filtering theory; mechanical engineering computing; signal denoising; turbomachinery; vibrations; online monitoring; rank-order closing; rank-order morphological filter; rank-order opening; rotating machinery diagnosis; vibration signal de-noising; Filtering theory; Noise; Noise reduction; Shape; Transforms; Vibrations; de-noising; rank-order morphological filter; vibration signal;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5648096