Title :
Abrasion diagnosis and assessment of marine engine using the wavelet transform
Author :
Lim, Hyun-Seop ; Liu, Jia-Jun ; Han, Jong-Ho ; Lee, Jang-myung
Author_Institution :
Dept. of Electr. Eng., Pusan Nat. Univ., Busan, South Korea
Abstract :
Currently power of the diesel engine is increasing continuously, where the wearing problems become more severe. The wearing happens irregularly inside the cylinder, which causes a high burden to the marine engine. In this paper, a novel scheme to measure the wearing and to represent the engine states has been proposed. To monitoring the states of the marine engine efficiently, a laser displacement sensor has been utilized to measure the wearing happening inside the marine engine. To eliminate the noise signals in the distance measurement, the wavelet transform has been adopted, which is robust against the noises caused by vibrations. It is analyzed that Wavelet transform is more effective in eliminating noises than existing MAF(moving average filter) and measuring method that uses acoustical vibration. An engine simulator is designed to develop the system for measuring the engine wears, where the superiority of the wavelet transform against the conventional filtering schemes has been demonstrated.
Keywords :
abrasion; acoustic signal processing; condition monitoring; diesel engines; displacement measurement; engine cylinders; laser ranging; marine engineering; mechanical engineering computing; moving average processes; sensors; vibrations; wavelet transforms; MAF; acoustical vibration; diesel engine; distance measurement; engine simulator; engine states; engine wear measurement; filtering schemes; laser displacement sensor; marine engine abrasion diagnosis; marine engine assessment; moving average filter; noise signals; vibrations; wavelet transform; wearing problems; Engines; Loss measurement; Measurement by laser beam; Noise; Wavelet analysis; Wavelet transforms; Abrasion loss; Bearing Wear Monitoring; Marine engine; Ship engine; Wavelet transform;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8