Fuzzy expert system for metal-oxide surge arrester condition monitoring

被引:2
|
作者
Dobric, Goran [1 ,2 ]
Zarkovic, Mileta [2 ]
机构
[1] Amer Univ Middle East, Coll Engn & Technol, Kuwait, Kuwait
[2] Univ Belgrade, Sch Elect Engn, Bulevar kralja Aleksandra 73, Belgrade, Serbia
关键词
MOSA monitoring; Fuzzy logic; Decision-making; LEAKAGE CURRENT; DIAGNOSTICS; ALGORITHM;
D O I
10.1007/s00202-020-01061-z
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
Metal-oxide surge arresters (MOSAs) play an important role in preventing outage situations and thus in preserving the reliability of electric power system. So far, many MOSA monitoring methods have been developed. These methods propose different indicators that are more or less reliable in MOSA monitoring and diagnostics. Another important aspect of these indicators is that each one of them can be determined with a certain estimation error. None of the indicators has been proved to be supreme. Nevertheless, under different conditions, the reliability of these indicators may vary. This paper presents an analysis methodology for reliability of MOSA indicators and proposes a fuzzy logic expert system that overcomes the problem of decision-making in the case when more than one indicator is available. The analysis and verification are done by computer simulations.
引用
收藏
页码:91 / 101
页数:11
相关论文
共 50 条
  • [1] Fuzzy expert system for metal-oxide surge arrester condition monitoring
    Goran Dobrić
    Mileta Žarković
    [J]. Electrical Engineering, 2021, 103 : 91 - 101
  • [2] METAL-OXIDE SURGE ARRESTER
    KOBAYASHI, M
    MIZUNO, M
    HAYASHI, M
    SUGHITA, Y
    [J]. IEEE TRANSACTIONS ON ELECTRICAL INSULATION, 1986, 21 (06): : 989 - 996
  • [3] Experimental verification of monitoring techniques for metal-oxide surge arrester
    Dobric, Goran
    Stojkovic, Zlatan
    Stojanovic, Zoran
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2020, 14 (06) : 1021 - 1030
  • [4] EVALUATION OF SURGE DEGRADATION OF METAL-OXIDE SURGE ARRESTER
    FUJIWARA, Y
    SHIBUYA, Y
    IMATAKI, M
    NITTA, T
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (04): : 978 - 985
  • [5] Development of quality inspection system for insulation monitoring device of metal-oxide surge arrester
    Yang, Yuan
    [J]. MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 848 - 851
  • [6] Metal-oxide surge arrester monitoring and diagnosis by self-organizing maps
    Lira, George R. S.
    Costa, Edson G.
    Ferreira, Tarso V.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2014, 108 : 315 - 321
  • [7] The application of genetic algorithm in diagnostics of metal-oxide surge arrester
    Dobric, Goran
    Stojanovic, Zoran
    Stojkovic, Zlatan
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2015, 119 : 76 - 82
  • [8] A parameter identification technique for metal-oxide surge arrester models
    Li, HJ
    Birlasekaran, S
    Choi, SS
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (03) : 736 - 741
  • [9] SURGE DISCHARGE CAPABILITY AND THERMAL-STABILITY OF A METAL-OXIDE SURGE ARRESTER
    KAN, M
    NISHIWAKI, S
    SATO, T
    KOJIMA, S
    YANABU, S
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (02): : 282 - 289
  • [10] A Wide-Range Model for Metal-Oxide Surge Arrester
    Brito, Valdemir S.
    Lira, George R. S.
    Costa, Edson G.
    Maia, Marcelo J. A.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2018, 33 (01) : 102 - 109