Fault Diagnosis and Reliability Analysis Using Fuzzy Logic Method

被引:0
|
作者
缪志农 [1 ]
徐扬 [2 ]
赵相瑜 [3 ]
机构
[1] Center of Intelligent Control and Development, Southwest Jiaotong University, Chengdu 610031, China,Department of Electric Engineering, Panzhihua University, Panzhihua 617000, China
[2] Center of Intelligent Control and Development, Southwest Jiaotong University, Chengdu 610031, China
[3] Department of Electric Engineering, Panzhihua University, Panzhihua 617000, China
关键词
Fault diagnosis; Reliability; Fuzzy system;
D O I
暂无
中图分类号
TB114.3 [可靠性理论];
学科分类号
1201 ;
摘要
A new fuzzy logic fault diagnosis method is proposed. In this method, fuzzy equations are employed to estimate the component state of a system based on the measured system performance and the relationship between component state and system performance which is called as "performance-parameter" knowledge base and constructed by expert. Compared with the traditional fault diagnosis method, this fuzzy logic method can use humans intuitive knowledge and dose not need a precise mapping between system performance and component state. Simulation proves its effectiveness in fault diagnosis. Then, the reliability analysis is performed based on the fuzzy logic method.
引用
收藏
页码:97 / 103
页数:7
相关论文
共 50 条
  • [21] Electrical fault detection and diagnosis of induction motor using fuzzy Logic
    Mini, V.P.
    Ushakumari, S.
    Advances in Modelling and Analysis B, 2012, 55 (1-2): : 22 - 40
  • [22] Fault diagnosis system based on sensitivity analysis and fuzzy logic.
    deMiguel, LJ
    Mediavilla, M
    Peran, JR
    1996 26TH INTERNATIONAL SYMPOSIUM ON MULTIPLE-VALUED LOGIC, PROCEEDINGS, 1996, : 50 - 55
  • [23] Intelligent Fault Diagnosis Method Based on Reliability Analysis
    Duan Rong-xing
    Tu Ji-liang
    Dong De-cun
    MECHANICAL ENGINEERING AND GREEN MANUFACTURING, PTS 1 AND 2, 2010, : 487 - 491
  • [24] A fuzzy logic tool for transformer fault diagnosis
    Su, Q
    2000 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS I-III, PROCEEDINGS, 2000, : 265 - 268
  • [25] Fault diagnosis, direct graphs, and fuzzy logic
    Tarifa, Enrique E.
    Scenna, Nicolas J.
    Computers and Chemical Engineering, 1997, 21 (SUPPL. 1):
  • [26] Fault diagnosis, direct graphs, and fuzzy logic
    Tarifa, EE
    Scenna, NJ
    COMPUTERS & CHEMICAL ENGINEERING, 1997, 21 : S649 - S654
  • [27] A fuzzy logic system for analog fault diagnosis
    Abdulghafour, M
    ElGamal, MA
    ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 1, 1996, : 97 - 100
  • [28] The application of fuzzy logic in radar fault diagnosis
    Zhang, X.
    Han, J.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2001, 23 (02): : 90 - 93
  • [29] Fault Diagnosis Method Integrated Fuzzy Logic and Particle Filter for Nonlinear Systems
    Zhang, SanTong
    Zhu, LinFu
    PRZEGLAD ELEKTROTECHNICZNY, 2012, 88 (11A):
  • [30] Power Transformer Fault Diagnosis Using Fuzzy Logic Technique Based on Dissolved Gas Analysis and Furan Analysis
    Nitu, Maria-Cristina
    Aciu, Ancuta-Mihaela
    Nicola, Claudiu-Ionel
    Nicola, Marcel
    2017 INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT (OPTIM) & 2017 INTL AEGEAN CONFERENCE ON ELECTRICAL MACHINES AND POWER ELECTRONICS (ACEMP), 2017, : 184 - 189