Features Extraction Faults of SCIG-Based Wind Turbine Using Non Parametric Methods

被引:0
作者
Noureddine, Lahcene [1 ]
Noureddine, Mustapha [1 ]
Hafaifa, Ahmed [1 ]
Kouzou, Abdellah [1 ]
机构
[1] Ziane Achour Univ, Appl Automat & Ind Diagnost Lab, Djelfa, Algeria
来源
2019 3RD INTERNATIONAL CONFERENCE ON APPLIED AUTOMATION AND INDUSTRIAL DIAGNOSTICS (ICAAID 2019) | 2019年
关键词
fault diagnosis; broken rotor bars; wind generator; Welch; Multitaper; INDUCTION MACHINES; DIAGNOSIS; LOAD;
D O I
10.1109/icaaid.2019.8934996
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 paper suggests some of the results obtained by diagnosing broken rotors faults probably existing in three identical squirrel cage induction generators in terms of shape and energy based on wind turbines through digital analysis of phase current signatures by using nonparametric methods such as Periodogram, Welch, Multitaper techniques respectively. In order to study the effectiveness of these techniques in the field of industrial diagnostics for this kind of renewable systems.
引用
收藏
页数:5
相关论文
共 22 条
[1]   Comparison of AR and Welch methods in epileptic seizure detection [J].
Alkan A. ;
Kiymik M.K. .
Journal of Medical Systems, 2006, 30 (6) :413-419
[2]   Eccentricity Fault Diagnosis of a Dual-Stator Winding Induction Machine Drive Considering the Slotting Effects [J].
Andriamalala, Rijamaina Njakasoa ;
Razik, Hubert ;
Baghli, Lotfi ;
Sargos, Francois-Michel .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) :4238-4251
[3]   A Failure-Detection Strategy for IGBT Based on Gate-Voltage Behavior Applied to a Motor Drive System [J].
Antonio Rodriguez-Blanco, Marco ;
Claudio-Sanchez, Abraham ;
Theilliol, Didier ;
Gerardo Vela-Valdes, Luis ;
Sibaja-Teran, Pedro ;
Hernandez-Gonzalez, Leobardo ;
Aguayo-Alquicira, Jesus .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (05) :1625-1633
[4]   Advances in Diagnostic Techniques for Induction Machines [J].
Bellini, Alberto ;
Filippetti, Fiorenzo ;
Tassoni, Carta ;
Capolino, Gerard-Andre .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) :4109-4126
[5]   On-line monitoring of mechanical faults in variable-speed induction motor drives using the Wigner Distribution [J].
Blodt, Martin ;
Bonacci, David ;
Regnier, Jeremi ;
Chabert, Marie ;
Faucher, Jean .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (02) :522-533
[6]   Harmonic Signatures of Static Eccentricities in the Stator Voltages and in the Rotor Current of No-Load Salient-Pole Synchronous Generators [J].
Bruzzese, Claudio ;
Joksimovic, Gojko .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (05) :1606-1624
[7]  
Capocchi L., 2011, 2011 8th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED 2011), P638, DOI 10.1109/DEMPED.2011.6063691
[8]   Diagnosis of Three-Phase Electrical Machines Using Multidimensional Demodulation Techniques [J].
Choqueuse, Vincent ;
Benbouzid, Mohamed El Hachemi ;
Amirat, Yassine ;
Turri, Sylvie .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (04) :2014-2023
[9]  
Kia S. H., 2011, IECON 2011 - 37th Annual Conference of IEEE Industrial Electronics, P3459, DOI 10.1109/IECON.2011.6119868
[10]   Modeling and control of six-phase symmetrical induction machine under fault condition due to open phases [J].
Kianinezhad, Reza ;
Nahid-Mobarakeh, Babak ;
Baghli, Lotfi ;
Betin, Franck ;
Capolino, Gerard-Andre .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (05) :1966-1977