Title :
Research on Vibration Signal De-noising of Gearbox Based on Quantum-Inspired Morphological Filter
Author :
Jie, Yang ; Haiqi, Zheng ; Yangang, Wang
Author_Institution :
Ordnance Eng. Coll., Shi Jiazhuang, China
Abstract :
Morphology filter is a kind of nonlinear filter differing from time or frequency domain method. It is a mathematical method based on integral geometry and random set. The effect of morphology filter relates closely to the selection of the structure element. In this paper, a new kind of constructing structural element is put forward. In this method, quantum theory is induced to improve traditional structure element. Diagnosis instance shows that the effect of quantum-inspired morphological filter is obvious in eliminating the random noise and keeping the useful signal information in the vibration signal.
Keywords :
mathematical analysis; mathematical morphology; nonlinear filters; quantum theory; signal denoising; vibrations; frequency domain method; gearbox vibration; quantum theory; quantum-inspired morphological filter; time domain method; vibration signal denoising; Fault diagnosis; Filtering theory; Frequency domain analysis; Morphology; Nonlinear filters; Physics; Quantum computing; Quantum mechanics; Signal denoising; Signal processing algorithms; de-noising; fault diagnosis; morphology filter; quantum-inspired structure element;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
DOI :
10.1109/ICICTA.2010.177