An Application of Fuzzy Measure and Integral for Diagnosing Faults in Rotating Machines

被引：0
|
作者：
Tsunoyama, Masahiro [1 ]
Jinno, Hirokazu [2 ]
Ogawa, Masayuki [2 ]
Sato, Tatsuo [2 ]
机构：
[1] Niigata Inst Technol, 1719 Fujihashi, Niigata 9451195, Japan
[2] Niigata Worthingt Co Ltd, Niigata 9450056, Japan
来源：
TOOLS AND APPLICATIONS WITH ARTIFICIAL INTELLIGENCE | 2009年 / 166卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper shows an application fuzzy measure and fuzzy integral for diagnosing faults in rotating machines. The fuzzy degrees for fuzzy set of vibration spectra are determined by the membership functions for spectra. The functions arc composed using values in the syndrome matrices given by the knowledge of skilled engineers. The fuzzy measures for the set of spectra and for the groups are obtained from the weights of spectra and weighs of groups based oil the definition shown in this paper, Both of the weights arc shown in the syndromic matrices and given by skilled engineers. The possibility of faults can be obtained by fuzzy integrals for faults using fuzzy degrees and fuzzy measures. The paper also evaluates the method Using both test and field data.
引用
收藏
页码：121 / +
页数：2
相关论文
共 50 条
  • [1] A neuro-fuzzy technique for diagnosing faults in rotating machinery
    Zio, E.
    Gola, G.
    [J]. SAFETY AND RELIABILITY FOR MANAGING RISK, VOLS 1-3, 2006, : 247 - 254
  • [2] Simulation of faults in rotating machines
    Jantunen, E
    Vaha-Pietila, K
    Halme, J
    Katajamaki, K
    Virtanen, J
    Volkov, T
    [J]. COMADEM '97: 10TH INTERNATIONAL CONGRESS AND EXHIBITION ON CONDITION MONITORING AND DIAGNOSTIC ENGINEERING MANAGEMENT, VOL 1, 1997, 171 : 283 - 292
  • [3] Detecting faults in rotating machines
    Marçal, RFM
    Negreiros, M
    Susin, AA
    Kovaleski, JL
    [J]. IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2000, 3 (04) : 24 - 26
  • [4] APPLICATION OF FUZZY LOGIC (FL) IN DIAGNOSIS OF ROTATING MACHINES
    Harrouche, Fateh
    Falkaoui, Ahmed
    Feniniche, Hocine
    Touafek, Ishak
    [J]. ICEM15: 15TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS, 2012,
  • [5] Detecting and diagnosing faults in variable speed machines
    Mechefske, CK
    Liu, L
    [J]. CONDITION MONITORING AND DIAGNOSTIC ENGINEERING MANAGEMENT, 2001, : 709 - 716
  • [6] Experimental identification of multiple faults in rotating machines
    Mahfoud, Jarir
    Breneur, Claire
    [J]. SMART STRUCTURES AND SYSTEMS, 2008, 4 (04) : 429 - 438
  • [7] Model based diagnostics of faults in rotating machines
    Mayes, I
    Penny, JET
    [J]. COMADEM '99, PROCEEDINGS, 1999, : 431 - 440
  • [8] A generalized method for diagnosing multi-faults in rotating machines using imbalance datasets of different sensor modalities
    Mishra, Rismaya Kumar
    Choudhary, Anurag
    Fatima, S.
    Mohanty, A. R.
    Panigrahi, B. K.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 132
  • [9] Diagnosing multiple faults in communicating finite state machines
    El-Fakih, K
    Yevtushenko, N
    von Bochmann, G
    [J]. FORMAL TECHNIQUES FOR NETWORKED AND DISTRIBUTED SYSTEMS, 2001, 69 : 85 - 100
  • [10] A novel procedure for diagnosing multiple faults in rotating machinery
    Wang, Zhijian
    Han, Zhennan
    Gu, Fengshou
    Gu, James Xi
    Ning, Shaohui
    [J]. ISA TRANSACTIONS, 2015, 55 : 208 - 218
12345