Fault diagnosis of a vacuum cleaner motor by means of sound analysis

被引:30
作者
Benko, U
Petrovcic, J
Juricic, D
Tavcar, J
Rejec, J
Stefanovska, A
机构
[1] Jozef Stefan Inst, Dept Syst & Control, Ljubljana 1000, Slovenia
[2] Univ Ljubljana, Fac Elect Engn, Ljubljana 1000, Slovenia
[3] Domel DD, Zelezniki 4228, Slovenia
关键词
D O I
10.1016/j.jsv.2003.08.041
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Achieving high quality standards and 100% defect-free deliverables is becoming a trend among manufacturers of household appliances. In that respect, thorough and reliable end-tests represent an important step towards this goal. This paper deals with the design of end-test procedures for vacuum cleaner motors based on sound analysis. It is well known that sound carries important information about the condition of contact surfaces in rotating parts. The paper aims first to provide a thorough analysis of sound sources within the motor. Second, by using simple yet effective signal processing tools, it is shown that with sound analysis alone it is possible to clearly distinguish fault-free motors from those with mechanical faults. Moreover, the proposed algorithm exhibits a certain isolation capability, i.e., it is able to distinguish three clusters of faults. Finally, a summary of experimental results obtained on a sample of 75 motors is provided. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:781 / 806
页数:26
相关论文
共 21 条
[1]  
ALBAS E, 2002, APPL NEW FAULT DETEC
[2]  
BARKOV AV, 2002, ARTIFICIAL INTELLIGE
[3]  
Barron R., 1996, ENG CONDITION MONITO
[4]   ESTIMATING AND INTERPRETING THE INSTANTANEOUS FREQUENCY OF A SIGNAL .1. FUNDAMENTALS [J].
BOASHASH, B .
PROCEEDINGS OF THE IEEE, 1992, 80 (04) :520-538
[5]  
FILBERT D, 1985, ISA T, V24, P23
[6]  
FILBERT D, 1991, P SAFEPROCESS 1991 B, V1, P67
[7]  
Hildebrand F. B., 1949, ADV CALCULUS ENG
[8]   FAULT-DIAGNOSIS OF MACHINES VIA PARAMETER-ESTIMATION AND KNOWLEDGE PROCESSING - TUTORIAL PAPER [J].
ISERMANN, R .
AUTOMATICA, 1993, 29 (04) :815-835
[9]   Model-based condition monitoring of an actuator system driven by a brushless DC motor [J].
Juricic, D ;
Moseler, O ;
Rakar, A .
CONTROL ENGINEERING PRACTICE, 2001, 9 (05) :545-554
[10]  
KRYSZIG E, 1999, ADV ENG MATH