Mechanical Fault Detection Using Fuzzy Index Fusion

被引:0
|
作者
Boutros, Tony [1 ]
Liang, Ming [1 ]
机构
[1] Univ Ottawa, Dept Mech Engn, Ottawa, ON K1N 6N5, Canada
关键词
Fuzzy index; monitoring; fault detection; SENSOR FUSION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper reports a simple yet effective fuzzy fusion approach. With this approach, several important machine fault indices can be turned into a single comprehensive fault indicator, fuzzy fused index (FFI). The FFI has been successfully applied to different tasks: tool condition monitoring in milling operations and bearing condition monitoring for a motor, using the same fuzzy rule base. This clearly shows the effectiveness and versatility of the fuzzy fused index.
引用
收藏
页码:674 / 677
页数:4
相关论文
共 50 条
  • [21] Adaptive fault detection and diagnosis using an evolving fuzzy classifier
    Lemos, Andre
    Caminhas, Walmir
    Gomide, Fernando
    INFORMATION SCIENCES, 2013, 220 : 64 - 85
  • [22] Using fuzzy probabilistic neural network for fault detection in MEMS
    Asgary, R
    Mohammadi, K
    5TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, PROCEEDINGS, 2005, : 136 - 140
  • [23] Detection of incipient fault using fuzzy agglomerative clustering algorithm
    Boudaoud, Nassim
    Masson, Mylene
    Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, 1999, : 233 - 237
  • [24] Fault detection in internal combustion engines using fuzzy logic
    Celik, M. B.
    Bayir, R.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2007, 221 (D5) : 579 - 587
  • [25] Fault detection and diagnosis in turbine engines using fuzzy logic
    Gayme, D
    Menon, S
    Ball, C
    Mukavetz, D
    Nwadiogbu, E
    NAFIPS'2003: 22ND INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS PROCEEDINGS, 2003, : 341 - 346
  • [26] Intelligent signal segment fault detection using fuzzy logic
    Murphey, YL
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 12 - 17
  • [27] Gas Turbine Fault Diagnosis Using Fuzzy-Based Decision Fusion
    Kyriazis, A.
    Mathioudakis, K.
    JOURNAL OF PROPULSION AND POWER, 2009, 25 (02) : 335 - 343
  • [28] Fuzzy fusion for skin detection
    Soria-Frisch, Aureli
    Verschae, Rodrigo
    Olano, Aitor
    FUZZY SETS AND SYSTEMS, 2007, 158 (03) : 325 - 336
  • [29] Fault detection of broken rotor bars in induction motor using a global fault index
    Didier, G
    Ternisien, E
    Caspary, O
    Razik, H
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2006, 42 (01) : 79 - 88
  • [30] Fault Detection in Transmission Lines using Instantaneous Power with ED based Fault Index
    Prasad, Ch Durga
    Srinivasu, N.
    SMART GRID TECHNOLOGIES (ICSGT- 2015), 2015, 21 : 132 - 138