PL EN
Optimal filtering of signals and its application to diagnostics of gearboxes. Part 2 Results of real vibration signal processing
 
More details
Hide details
1
Politechnika Wrocławska, Wydział Geoinżynierii, Górnictwa i Geologii, Instytut Gónictwa
 
 
Corresponding author
Radosław Zimroz
Politechnika Wrocławska, Wydział Geoinżynierii, Górnictwa i Geologii, Instytut Gónictwa, pl. Teatralny 2, 50-051 Wrocław.
 
 
Mining Science 2009;128(36):245-254
 
ABSTRACT
An introduction to optimal Wiener filtering and its application to condition monitoring of local damages in gearboxes is given in the paper. This work consists of two parts: in the first part the idea of optimal filtering proposed by Wiener is discussed and simple illustration by simulation is provided. The second part shows obstacles of Wiener approach, however his concept of optimization of filter is still useful. It has been show that spectral kurtosis and Wiener IIR filter are the same. As an illustration of practical application of optimal filter to local damage detection results obtained for planetary gearboxes used in mining industry are showed.
 
REFERENCES (8)
1.
ZIMROZ R., Optymalna filtracja sygnałów i jej zastosowanie w diagnostyce przekładni zębatych: cz. 1. Podstawy teoretyczne, Zeszyny Naukowe Instytutu Górnictwa Politechniki Wrocławskiej 2009.
 
2.
WIENER N., Extrapolation, Interpolation and Smoothing of Stationary Time Series with Engineering Applications, MIT Press (1930/1949).
 
3.
BARTELMUS W., ZIMROZ R., Wykrywanie uszkodzeń lokalnych w układach napędowych maszyn górniczych - wybrane zagadnienia, Materiały konferencyjne Diagnostyka Maszyn, Węgierska Górka 2008.
 
4.
ANTONI J., RANDALL R.B., The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines, Mechanical Systems and Signal Processing, Vol. 20, Iss. 2, February 2006, 308-331.
 
5.
SAWALHI N., RANDALL R.B., ENDO Ff., The enhancement of fault detection and diagnosis in rolling element bearings using minimum entropy deconvolution combined with spectral kurtosis. Mechanical Systems and Signal Processing, Vol. 21, Iss. 6, August 2007, 2616-2633.
 
6.
COMBET F., GELMAN L., Optimal filtering of gear signals for early damage detection based on the spectral kurtosis Mechanical Systems and Signal Processing, Vol. 23, Iss. 3, April 2009, 652-668.
 
7.
BARSZCZ T., RANDALL R.B., Application of spectral kurtosis for detection of a tooth crack in the planetary gear of a wind turbine Mechanical Systems and Signal Processing, Vol. 23, Iss. 4, May 2009, 1352-1365.
 
8.
BARTELMUS W., ZIMROZ R., Vibration condition monitoring of planetary gearbox under random varying Mechanical Systems and Signal Processing, 23 (2009), 246-257.
 
eISSN:2353-5423
ISSN:2300-9586
Journals System - logo
Scroll to top