In-Service Wind Turbine DFIG Diagnosis Using Current Signature Analysis

被引:35
作者
Artigao, Estefania [1 ,2 ]
Honrubia-Escribano, Andres [1 ,2 ]
Gomez-Lazaro, Emilio [1 ,2 ]
机构
[1] Univ Castilla La Mancha, Renewable Energy Res Inst, E-13071 Ciudad Real, Spain
[2] Univ Castilla La Mancha, Dept Elect Elect & Control Engn, E-13071 Ciudad Real, Spain
基金
欧盟地平线“2020”;
关键词
Rotors; Doubly fed induction generators; Stators; Circuit faults; Wind turbines; Condition monitoring (CM); current signature analysis (CSA); doubly fed induction generators (DFIG); eccentricity; rotor fault; wind turbine (WT); FED INDUCTION GENERATORS; FAULT-DIAGNOSIS; WOUND-ROTOR; MAINTENANCE; RELIABILITY; GEARBOXES; MACHINES; MOTORS; COMPONENTS; PROGNOSIS;
D O I
10.1109/TIE.2019.2905821
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Operation and maintenance costs of wind power plants represent a significant share of the total expenditure of a wind farm project. It is therefore vital to optimize maintenance activities in order to reduce costs while improving wind turbine reliability and availability. The induction generator is a major contributor to failure rates and downtime of wind turbines, where doubly fed induction generators (DFIGs) are the dominant variable-speed technology employed. Actual data from operating wind turbines is seldom presented in the scientific literature. This paper analyzes two in-service DFIGs from wind turbines operating in a Spanish wind power plant. One of the generators under study reported excessive temperature on the rotor windings, while the other did not. In order to achieve a diagnosis for the reported excess of temperature, current signature analyses were performed on both machines. Fault-related frequency components were identified in the current spectra of the faulty machine, and were compared against the healthy one. A diagnosis was achieved for the faulty machine: Dynamic eccentricity caused by a rotor fault was identified as the cause of the excessive temperature in the rotor windings.
引用
收藏
页码:2262 / 2271
页数:10
相关论文
共 68 条
[21]   Condition monitoring of wind turbine induction generators with rotor electrical asymmetry [J].
Djurovic, S. ;
Crabtree, C. J. ;
Tavner, P. J. ;
Smith, A. C. .
IET RENEWABLE POWER GENERATION, 2012, 6 (04) :207-216
[22]   Dynamic model for doubly-fed induction generators with unbalanced excitation, both with and without winding faults [J].
Djurovic, S. ;
Williamson, S. ;
Renfrew, A. .
IET ELECTRIC POWER APPLICATIONS, 2009, 3 (03) :171-177
[23]   Generalized Likelihood Ratio Test Based Approach for Stator-Fault Detection in a PWM Inverter-Fed Induction Motor Drive [J].
Elbouchikhi, Elhoussin ;
Amirat, Yassine ;
Feld, Gilles ;
Benbouzid, Mohamed .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (08) :6343-6353
[24]   Eccentricity fault detection - From induction machines to DFIG-A review [J].
Faiz, Jawad ;
Moosavi, S. M. M. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 55 :169-179
[25]   Wind turbine downtime and its importance for offshore deployment [J].
Faulstich, S. ;
Hahn, B. ;
Tavner, P. J. .
WIND ENERGY, 2011, 14 (03) :327-337
[26]   Reliability-Centered Maintenance for Wind Turbines Based on Statistical Analysis and Practical Experience [J].
Fischer, Katharina ;
Besnard, Francois ;
Bertling, Lina .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2012, 27 (01) :184-195
[27]  
Fried L., 2017, Global Wind Statistics 2016
[28]   Identification of critical components of wind turbines using FTA over the time [J].
Garcia Marquez, Fausto Pedro ;
Pinar Perez, Jesus Maria ;
Pliego Marugan, Alberto ;
Papaelias, Mayorkinos .
RENEWABLE ENERGY, 2016, 87 :869-883
[29]   Condition monitoring of wind turbines: Techniques and methods [J].
Garcia Marquez, Fausto Pedro ;
Mark Tobias, Andrew ;
Pinar Perez, Jesus Maria ;
Papaelias, Mayorkinos .
RENEWABLE ENERGY, 2012, 46 :169-178
[30]   Advanced Diagnosis of Electrical Faults in Wound-Rotor Induction Machines [J].
Gritli, Yasser ;
Zarri, Luca ;
Rossi, Claudio ;
Filippetti, Fiorenzo ;
Capolino, Gerard-Andre ;
Casadei, Domenico .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (09) :4012-4024