Condition Monitoring of Lubricant in Static Mechanisms Using Pulse-Echo Ultrasound Technique

被引:0
作者
Ali, Marwan [1 ]
Simic, Milan [1 ]
Imad, Fadi [2 ]
Nagi, Farrukh [2 ]
机构
[1] RMIT Univ, Sch Engn, Melbourne, Vic 3083, Australia
[2] Univ Tenaga Nas, Sch Engn, Selangor 43000, Malaysia
来源
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS: PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE KES-2016 | 2016年 / 96卷
关键词
Condition monitoring; Ultrasonic; wavelet;
D O I
10.1016/j.procs.2016.08.198
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes an active pulse-echo ultrasonic testing method to determine the lubricant condition in static mechanical components and assemblies. An ultrasonic inspection system was constructed to produce and receive back, high frequency ultrasonic pulses. Wavelet transform was used to de-noise the acquired signal and extract features from the feedback waveforms. Features data, from different samples, were analyzed and used to develop a fuzzy inference system to define the lubricant condition. Classification system was then examined, using grease samples, with known condition. The results indicated that the novel pulse-echo technique is a suitable method for the inspection of lubricants condition in various engineering systems. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1518 / 1527
页数:10
相关论文
共 10 条
  • [1] [Anonymous], 1999, SYNT STYL, V1
  • [2] Baranov V, 2007, TRIBOL INTER ENG, V53, P1
  • [3] The measurement of lubricant-film thickness using ultrasound
    Dwyer-Joyce, RS
    Drinkwater, BW
    Donohoe, CJ
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2003, 459 (2032): : 957 - 976
  • [4] Dwyer-Joyce RS, 2008, P IMECHE J, V222, P423
  • [5] Krautkramer J., 1969, ULTRASONIC TESTING M
  • [6] Livingstone Greg J., 2006, LUBR EXC C MAY
  • [7] Ludwig Lawrence G., 2012, PRACTICING OIL A FEB
  • [8] Analysis of grease lubrication of a ball bearing using acoustic emission measurement
    Miettinen, J
    Andersson, P
    Wikström, V
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY, 2001, 215 (J6) : 535 - 544
  • [9] Nagamune K, 2003, ULTRASON, P893
  • [10] William R.Hendee., 2002, Medical Imaging Physics, V4