A cloud and evidential reasoning integrated model for insulation condition assessment of high voltage transformers

被引:11
|
作者
Liao, Ruijin [1 ]
Zhang, Yiyi [1 ,2 ]
Yang, Lijun [1 ]
Zheng, Hanbo [3 ]
She, Xu [2 ]
机构
[1] Chongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
[2] N Carolina State Univ, Dept Elect & Comp Engn, FREEDM Syst Ctr, Raleigh, NC 27606 USA
[3] HAEPC Elect Power Res Inst, Zhengzhou 450052, Peoples R China
基金
中国国家自然科学基金;
关键词
cloud model; evidential reasoning; transformers; insulation; condition assessment; multipleattribute decision-making (MADM); POWER TRANSFORMERS; FAULT-DIAGNOSIS;
D O I
10.1002/etep.1738
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
Power transformers of high voltage play a key role in the power transmission system. Statistics show that acquiring an accurate assessment of transformer insulation can avoid financial losses of electrical companies, because it can detect a potential failure and therefore decrease the risk of transformer failure. Condition assessment of transformers is full of uncertain, fuzzy and randomness information and can be considered as a multiple-attribute decision-making problem. Aiming at this problem, this study presents a cloud and evidential reasoning integrated approach for assessing the condition of transformers. Data from the main body, maintenance record and accessory were chosen to form the assessment index system. Analysis results show that the integrated approach is effective and provides some valuable information to the maintenance of high voltage transformer. Copyright (C) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:913 / 926
页数:14
相关论文
共 50 条
  • [1] An Integrated Decision-Making Model for Condition Assessment of Power Transformers Using Fuzzy Approach and Evidential Reasoning
    Liao, Ruijin
    Zheng, Hanbo
    Grzybowski, Stanislaw
    Yang, Lijun
    Zhang, Yiyi
    Liao, Yuxiang
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2011, 26 (02) : 1111 - 1118
  • [2] An Evidential Reasoning Approach Combined With Fuzzy Theory for Insulation Condition Assessment of XLPE Cable
    Mo, W. X.
    Lei, C. P.
    Luo, J. B.
    Zhang, R.
    Xin, Y. L.
    Yu, Z. Y.
    Tang, W. H.
    [J]. 2016 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT-ASIA), 2016, : 1231 - 1235
  • [3] Evidential reasoning approach for bridge condition assessment
    Wang, Ying-Ming
    Elhag, Taha M. S.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) : 689 - 699
  • [4] Condition assessment of buried pipes using hierarchical evidential reasoning model
    Bai, Hua
    Sadiq, Rehan
    Najjaran, Homayoun
    Rajani, Balvant
    [J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2008, 22 (02) : 114 - 122
  • [5] Modern Insulation Condition Assessment for Instrument Transformers
    Raetzke, Stephanie
    Koch, Maik
    Anglhuber, Martin
    [J]. PROCEEDINGS OF 2012 IEEE INTERNATIONAL CONFERENCE ON CONDITION MONITORING AND DIAGNOSIS (IEEE CMD 2012), 2012, : 52 - 55
  • [6] Evidential Reasoning-Based Condition Assessment Model for Offshore Gas Pipelines
    Mosleh, Fadi
    Zayed, Tarek
    El-Abbasy, Mohammed S.
    [J]. JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES, 2016, 30 (06)
  • [7] On-line condition assessment of high voltage current transformers
    Garcia-Colon, VR
    Liñán-García, R
    Jacobo, MA
    [J]. CONFERENCE RECORD OF THE 2004 IEEE INTERNATIONAL SYMPOSIUM ON ELECTRICAL INSULATION, 2004, : 182 - 185
  • [8] Condition assessment model for sewer pipelines using fuzzy-based evidential reasoning
    Hawari, Alaa
    Alkadour, Firas
    Elmasry, Mohamed
    Zayed, Tarek
    [J]. AUSTRALIAN JOURNAL OF CIVIL ENGINEERING, 2018, 16 (01) : 23 - 37
  • [9] Pole Mounted Distribution Transformers Insulation Condition Assessment
    Noirhomme, B.
    Jalbert, J.
    Lessard, M. -C.
    Brochu, F.
    Hachichi, S.
    [J]. 2013 IEEE ELECTRICAL INSULATION CONFERENCE (EIC), 2013, : 239 - 243
  • [10] Condition assessment for bridges: a hierarchical evidential reasoning (HER) framework
    Bolar, Aman
    Tesfamariam, Solomon
    Sadiq, Rehan
    [J]. STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2013, 9 (07) : 648 - 666