Title :
Investigating lubrication properties using pulse-echo ultrasound technique
Author :
Imad, F. ; Nagi, Farrukh ; Ahmed, Syed Khaleel
Author_Institution :
Coll. of Eng., Univ. Tenaga Nasional, Kajang, Malaysia
Abstract :
This paper presents a technique that utilizes ultrasonic puls-echo method to determine insufficient lubrication in static mechanical components and assemblies. Due to prolong static in-operation of such systems as spring actuated circuit breakers (CB) the lubricants/grease in the actuation mechanism dries up resulting in sluggish response. Since these systems remain static they don´t emit any acoustic signals. Therefore active pulse-echo ultrasonic testing method is proposed to determine the lubricant condition. In the proposed method wavelet analysis is used to de-noise the signal and extract data about lubricant condition. The extracted features from different samples is be used to develop a fuzzy inference system to define the lubricant condition.
Keywords :
acoustic signal processing; assembling; circuit breakers; echo; feature extraction; fuzzy reasoning; greases; lubrication; materials science computing; ultrasonic materials testing; wavelet transforms; active pulse-echo ultrasonic testing method; assemblies; data extraction; feature extraction; fuzzy inference system; grease; lubricant condition determination; lubrication properties; pulse-echo ultrasound technique; signal denoising; sluggish response; spring actuated circuit breakers; static mechanical components; ultrasonic pulse-echo method; wavelet analysis method; Grease; Ultrasound; condition; pulse-echo; wavelet;
Conference_Titel :
Control System, Computing and Engineering (ICCSCE), 2012 IEEE International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4673-3142-5
DOI :
10.1109/ICCSCE.2012.6487135