Modified Fuzzy logic technique for Power Transformer fault prediction

被引:0
|
作者
Kumar, A. [1 ]
Vidya, H. A. [2 ]
Reddy, Balagopal C. [2 ]
机构
[1] BNMIT, Dept EEE, Bengaluru, India
[2] GAT, Dept EEE, Bengaluru, India
关键词
Power transformer; DGA; Modified fuzzy logic membership; IEC; 599; standards;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Power transformer forms a very important link in the power system. A fault in transformer can cause a huge loss to the utility and consumer depending on the duration of the outage. Dissolved Gas Analysis (DGA) acts as a key tool to diagnose faults in transformer based on gas ratios. In this paper an effort to predict Power transformer fault more precisely using modified fuzzy logic technique has been attempted. DGA data of various transformer oil samples were collected and analyzed to prove that the modified fuzzy logic technique provides a better accurate prediction.
引用
收藏
页码:338 / 343
页数:6
相关论文
共 50 条
  • [1] Power Transformer Fault Diagnosis using Fuzzy Logic Technique Based on Dissolved Gas Analysis
    Ahmed, M. R.
    Geliel, M. A.
    Khalil, A.
    2013 21ST MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2013, : 584 - 589
  • [2] A Novel Fuzzy Logic Technique for Power Transformer Asset Management
    Arshad, M.
    Islam, S. M.
    CONFERENCE RECORD OF THE 2006 IEEE INDUSTRY APPLICATIONS CONFERENCE, FORTY-FIRST IAS ANNUAL MEETING, VOL 1-5, 2006, : 276 - 286
  • [3] 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
  • [4] Power transformer life cycle management using fuzzy logic technique
    Arshad, M
    Islam, SM
    Proceedings of the Eighth IASTED International Conference on Power and Energy Systems, 2005, : 239 - 245
  • [5] Fuzzy Logic Application in DGA Methods to Classify Fault Type in Power Transformer
    Genc, Secil
    Karagol, Serap
    2ND INTERNATIONAL CONGRESS ON HUMAN-COMPUTER INTERACTION, OPTIMIZATION AND ROBOTIC APPLICATIONS (HORA 2020), 2020, : 672 - 675
  • [6] Inter-Turn Fault Detection in Power Transformer Using Fuzzy Logic
    Ramesh, K.
    Sushama, M.
    2014 INTERNATIONAL CONFERENCE ON SCIENCE ENGINEERING AND MANAGEMENT RESEARCH (ICSEMR), 2014,
  • [7] A fuzzy logic tool for transformer fault diagnosis
    Su, Q
    2000 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS I-III, PROCEEDINGS, 2000, : 265 - 268
  • [8] Fault diagnosis of power transformer insulation based on fuzzy normal partition and logic reasoning
    Xie, Li
    Zhou, Long
    Tong, Xiao-Jun
    Chen, Mian-Yun
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 1081 - +
  • [9] Fuzzy Logic Applications to Power Transformer Fault Diagnosis Using Dissolved Gas Analysis
    Huang, Yann-Chang
    Huang, Chao-Ming
    Huang, Kun-Yuan
    INTERNATIONAL CONFERENCE ON ADVANCES SCIENCE AND CONTEMPORARY ENGINEERING 2012, 2012, 50 : 195 - 200
  • [10] Intelligent Fault Diagnosis of Power Transformer based on Fuzzy Logic and Rough Set Theory
    Zheng, Xiaoxia
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6858 - 6862