Wavelet and Hilbert Huang Transforms Applied to Park's Vector for Fault Detection in a PMSG Wind Turbine

被引:2
|
作者
Arturo Ortiz-Medina, Raul [1 ]
Sanabria-Villamizar, Mauricio [2 ]
Lopez-Garcia, Irvin [2 ]
Javier Villalobos-Pina, Francisco [3 ]
Beltran-Carbajal, Francisco [1 ,2 ]
Arturo Maldonado-Ruelas, Victor [1 ]
机构
[1] Univ Politecn Aguascalientes, Dept Postgrad & Res, Aguascalientes, Aguascalientes, Mexico
[2] Univ Autonoma Metropolitana, Dept Energy, Mexico City, DF, Mexico
[3] Inst Tecnol Aguascalientes, Dept Elect Engn, Aguascalientes, Aguascalientes, Mexico
关键词
Oscillation; fault; detection; reliability; SHORT-CIRCUIT FAULT;
D O I
10.1109/CCAC58200.2023.10333368
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article is a novel technique for the maintenance of machines, specifically in wind turbines. The technique proposes a fault detection method, identifying the pattern frequencies of the disturbance mode. This methodology is carried out with the Discrete Fourier Transform, Wavelet Transform and the Hilbert-Huang Transform, making the comparison in the described case. On the other hand, the methodology shows us the frequencies detected by each technique and the differences between them.
引用
收藏
页码:325 / 330
页数:6
相关论文
共 50 条
  • [1] Fault Diagnosis of Wind Turbine Rolling Bearing Based on Wavelet and Hilbert transforms
    Zheng Xiaoxia
    Xu Haosong
    [J]. PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 5290 - 5293
  • [2] Application of improved Hilbert-Huang and wavelet packet transforms in broken rotor bar fault detection
    Bidgoli, Farzaneh Sabbaghian
    Poshtan, Javad
    [J]. 2017 8TH POWER ELECTRONICS, DRIVE SYSTEMS & TECHNOLOGIES CONFERENCE (PEDSTC), 2017, : 341 - 346
  • [3] Trend detection and data mining via wavelet and Hilbert-Huang transforms
    Yasar, Murat
    Ray, Asok
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4292 - +
  • [4] Fault detection in induction motors using Hilbert and Wavelet transforms
    Guillermo A. Jiménez
    Alfredo O. Muñoz
    Manuel A. Duarte-Mermoud
    [J]. Electrical Engineering, 2007, 89 : 205 - 220
  • [5] Fault detection in induction motors using Hilbert and Wavelet transforms
    Jimenez, Guillermo A.
    Munoz, Alfredo O.
    Duarte-Mermoud, Manuel A.
    [J]. ELECTRICAL ENGINEERING, 2007, 89 (03) : 205 - 220
  • [6] Current-Based Fault Detection for Wind Turbine Systems via Hilbert-Huang Transform
    Lu, Dingguo
    Qiao, Wei
    Gong, Xiang
    Qu, Liyan
    [J]. 2013 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PES), 2013,
  • [7] Hilbert-Huang Transforms for fault detection and degradation assessment in electrical motors
    Rigamonti, M.
    Rantala, S.
    [J]. SAFETY AND RELIABILITY: METHODOLOGY AND APPLICATIONS, 2015, : 939 - 944
  • [8] CONTINUOUS WAVELET AND HILBERT-HUANG TRANSFORMS APPLIED FOR ANALYSIS OF ACTIVE AND REACTIVE POWER CONSUMPTION
    Avdakovic, Samir
    Bosovic, Adnan
    [J]. METROLOGY AND MEASUREMENT SYSTEMS, 2014, 21 (03) : 413 - 422
  • [9] Fault Classification for Wind Turbine Benchmark Model Based on Hilbert-Huang Transformation and Support Vector Machine Strategies
    Fu, Yichuan
    Gao, Zhiwei
    Zhang, Aihua
    Liu, Xiaoxu
    [J]. 2021 IEEE 19TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2021,
  • [10] Microgrid fault detection based on wavelet transformation and Park's vector approach
    Escudero, Ricardo
    Noel, Julien
    Elizondo, Jorge
    Kirtley, James
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2017, 152 : 401 - 410