Title :
Fouling detection based on analysis of ultrasonic guided waves using wavelet transform
Author :
Silva, J.J. ; Silva, K.M. ; Lima, A.M.N. ; Neto, J. S Rocha
Author_Institution :
Dept. of Electr. Eng., Fed. Univ. of Campina Grande, Campina Grande
fDate :
June 30 2008-July 2 2008
Abstract :
Fouling detection is a relevant problem for chemical, oil, food and pharmaceutical industries. Fouling consists of the deposition of heavy organic materials and other dissolved solids or in suspension in fluid transport system. The ultrasonic guided waves present specific characteristics and have demonstrated good results in detection of flaws in pipelines. In this paper, the application of wavelet transform to analyze ultrasonic signals in order to detect fouling in pipelines is presented. A platform of tests has been used to emulate the fouling problem. The pipelines were used as a medium to guide ultrasonic waves and weekly measurements were used to observe the fouling process. The Daubechies 4 wavelet was applied to each measurement set. The results reveal that the variations of the energy-spectrum of the wavelet detail coefficients may provide an appropriate way to detect fouling, since it was observed that the increase of the fouling causes a notable reduction in the energy values.
Keywords :
acoustic signal processing; ultrasonic transducers; wavelet transforms; energy spectrum; fluid transport system; fouling detection; heavy organic materials; pharmaceutical industries; ultrasonic guided waves; ultrasonic signals; wavelet detail coefficients; wavelet transform; weekly measurements; Chemical industry; Food industry; Organic materials; Petroleum; Pharmaceuticals; Pipelines; Solids; Ultrasonic variables measurement; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Industrial Electronics, 2008. ISIE 2008. IEEE International Symposium on
Conference_Location :
Cambridge
Print_ISBN :
978-1-4244-1665-3
Electronic_ISBN :
978-1-4244-1666-0
DOI :
10.1109/ISIE.2008.4677064