Power Transformer Failure Analysis using Interval Type-2 Fuzzy Set Theory Based Fault Tree Analysis

被引:0
|
作者
Mitra, Rituparna [1 ]
Reddy, Galiveeti Hemakumar [1 ]
Goswami, Arup Kumar [1 ]
Choudhury, Nalin B. Dev [1 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect Engn, Silchar 788010, Assam, India
来源
2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON) | 2016年
关键词
Interval Type 2 Fuzzy system; Type 1 fuzzy system; Fault tree analysis; Fuzzy arithmatic; Fuzzy operations; Sampling method;
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
Reliable power supply depends on proper equipment functioning. Power transformer keeps up voltage and power level of the system. Power transformer failure is caused by insulation failure, low voltage bushing, frequent tap change, tank leakage etc. These causes are analysed with the help of probability of occurrence of each event. The value of probability is assigned to fault tree analysis (FTA). The uncertainties and the randomness of reasons of power failure are handled by fuzzy numbers. Normal distribution concept is applied to deal with fuzzy numbers. Interval type 2 fuzzy system (IT2FS) fuzzifies failure probability and uncertainty of occurrence of failure events more accurately than type 1 fuzz system (T1FS) and conventional FTA do. Thus IT2FS helps to ascertain the chances of failure of power transformer in different conditions.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Interval Type-2 Fuzzy Set Application in Fault Detection for Chemical Reactor with TLBO Algorithm
    Enjavimadar, Mohammad Hossein
    Safarinejadian, Behrouz
    Mozaffari, Mohiyeddin
    2017 5TH INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, AND AUTOMATION (ICCIA), 2017, : 60 - 65
  • [32] Artificial immune system based on interval type-2 fuzzy set paradigm
    Viscontia, A.
    Tahayori, H.
    APPLIED SOFT COMPUTING, 2011, 11 (06) : 4055 - 4063
  • [33] Masquerade intrusion detection algorithm based on interval type-2 fuzzy set
    EDA Laboratory, Physics Department, Xiamen University, Xiamen 361005, China
    不详
    Tien Tzu Hsueh Pao, 2008, 4 (777-780):
  • [34] An Extended TOPSIS Method Based on Gaussian Interval Type-2 Fuzzy Set
    Wang, Huidong
    Yao, Jinli
    Yan, Jun
    Dong, Mingguang
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (06) : 1831 - 1843
  • [35] An Extended TOPSIS Method Based on Gaussian Interval Type-2 Fuzzy Set
    Huidong Wang
    Jinli Yao
    Jun Yan
    Mingguang Dong
    International Journal of Fuzzy Systems, 2019, 21 : 1831 - 1843
  • [36] Spam filtering model based on interval type-2 fuzzy set paradigm
    Tahayori, Hooman
    Visconti, Andrea
    Degli Antoni, Giovanni
    MEDIA CONVERGENCE: MOVING TO THE NEXT GENERATION, 2007, : 147 - 150
  • [37] PubMed state lines prediction based on interval type-2 fuzzy set
    Tan Dan
    Mo Hong
    Wu Zhanlin
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 5151 - 5155
  • [38] Type-reduction of the discretised interval type-2 fuzzy set
    Greenfield, Sarah
    Chiclana, Francisco
    John, Robert
    2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 738 - 743
  • [39] A novel transformer fault diagnosis model based on integration of fault tree and fuzzy set
    Zhang, Kefei
    Guo, Jiang
    Yuan, Fang
    2015 11TH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRIDS (SKG), 2015, : 112 - 118
  • [40] Interval Type-2 Fuzzy Set Reconstruction Based on Fuzzy Information-Theoretic Kernels
    Tahayori, Hooman
    Livi, Lorenzo
    Sadeghian, Alireza
    Rizzi, Antonello
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (04) : 1014 - 1029