Classification of events in power transformers using wavelet packet transform and fuzzy logic

被引：3
|
作者：
Branco H.M.G.C. [1 ]
Barbosa D. [2 ]
Oleskovicz M. [1 ]
Coury D.V. [1 ]
机构：
[1] Department of Electrical and Computer Engineering, São Carlos School of Engineering, University of São Paulo/USP, São Carlos SP 13.566-590, Av. Trabalhador São Carlense, 400, Centro
[2] Salvador University Alameda das Espatódeas, Salvador BA 41.820-460, 915, Caminho das Árvores
来源：
Journal of Control, Automation and Electrical Systems | 2013年 / 24卷 / 3期
关键词：
ATP - alternative transients program; Event classification; Fuzzy logic; Power transformers; Wavelet packet transformer;
D O I：
10.1007/s40313-013-0026-1
中图分类号：
学科分类号：
摘要：
A monitoring algorithm based on wavelet transform and fuzzy logic was developed in this paper to perform event classification in power transformers. These events were observed in an electrical power system simulated using the alternative transients program software. It should be emphasized that the modeled system presented transformers connected in parallel, which allowed the study of specific operational events, including sympathetic inrush. The proposed algorithm presented a satisfactory performance to many situations, identifying the causes of the differential currents, either caused by faults or other operation conditions. © 2013 Brazilian Society for Automatics - SBA.
引用
收藏
页码：300 / 311
页数：11
相关论文
共 50 条
  • [1] A new algorithm for the classification of different, transient phenomena in power transformers combining wavelet transforms and fuzzy logic
    Eldin, EMT
    PROCEEDINGS OF THE 46TH IEEE INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS & SYSTEMS, VOLS 1-3, 2003, : 1116 - 1121
  • [2] Differential Protection of Power Transformers Using The Wavelet Transform
    Medeiros, R. P.
    Costa, F. B.
    Fernandes, J. F.
    2014 IEEE PES GENERAL MEETING - CONFERENCE & EXPOSITION, 2014,
  • [3] Internal Fault Classification Algorithm in Power Transformer Based on Discrete Wavelet Transform and Fuzzy Logic
    Ananwattanaporn, Santipont
    Leelajindakrairerk, Monthon
    Jettanasen, Chaiyan
    Pothisarn, Chaichan
    Ngaopitakkul, Atthapol
    Asfani, Dimas Anton
    2017 6TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS (IIAI-AAI), 2017, : 886 - 891
  • [4] A Novel Power Quality Event Classification using Slantlet Transform and Fuzzy Logic
    Meher, Saroj K.
    2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 662 - 665
  • [5] Fault Detection and Prediction for Power Transformers Using Fuzzy Logic and Neural Networks
    Mateus, Balduino Cesar
    Farinha, Jose Torres
    Mendes, Mateus
    ENERGIES, 2024, 17 (02)
  • [6] VHDL modeling for classification of power quality disturbance employing wavelet transform, artificial neural network and fuzzy logic
    Reaz, M. B. I.
    Choong, F.
    Mohd-Yasin, F.
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2006, 82 (12): : 867 - 881
  • [7] Single-Channel Noise Reduction for Multiple Background Noises Using Perceptual Wavelet Packet Transform and Fuzzy Logic
    Phothisonothai, Montri
    Kumhom, Pinit
    Chamnongthai, Kosin
    Journal of Advanced Computational Intelligence and Intelligent Informatics, 2004, 8 (06) : 613 - 620
  • [8] Wavelet-Based Power Quality Disturbances Detection and Classification Using RBFNN and Fuzzy Logic
    P. Kanirajan
    V. Suresh Kumar
    International Journal of Fuzzy Systems, 2015, 17 : 623 - 634
  • [9] Wavelet-Based Power Quality Disturbances Detection and Classification Using RBFNN and Fuzzy Logic
    Kanirajan, P.
    Kumar, V. Suresh
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2015, 17 (04) : 623 - 634
  • [10] THE COMBINATION OF DISCRETE WAVELET TRANSFORM AND FUZZY LOGIC ALGORITHM FOR FAULT CLASSIFICATION ON TRANSMISSION SYSTEM
    Ngaopitakkul, Atthapol
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (10B): : 7103 - 7115
12345