Tuning of the PI Controller Parameters of a PMSG Wind Turbine to Improve Control Performance under Various Wind Speeds

被引:66
作者
Kim, Yun-Su [1 ]
Chung, Il-Yop [2 ]
Moon, Seung-Il [1 ]
机构
[1] Seoul Natl Univ, Sch Elect & Comp Engn, Seoul 151744, South Korea
[2] Kookmin Univ, Sch Elect Engn, Seoul 136702, South Korea
关键词
STABILITY ANALYSIS; DESIGN; SYSTEM;
D O I
10.3390/en8021406
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a method to seek the PI controller parameters of a PMSG wind turbine to improve control performance. Since operating conditions vary with the wind speed, therefore the PI controller parameters should be determined as a function of the wind speed. Small-signal modeling of a PMSG WT is implemented to analyze the stability under various operating conditions and with eigenvalues obtained from the small-signal model of the PMSG WT, which are coordinated by adjusting the PI controller parameters. The parameters to be tuned are chosen by investigating participation factors of state variables, which simplifies the problem by reducing the number of parameters to be tuned. The process of adjusting these PI controller parameters is carried out using particle swarm optimization (PSO). To characterize the improvements in the control method due to the PSO method of tuning the PI controller parameters, the PMSG WT is modeled using the MATLAB/SimPowerSystems libraries with the obtained PI controller parameters.
引用
收藏
页码:1406 / 1425
页数:20
相关论文
共 28 条
[1]   A review of maximum power point tracking algorithms for wind energy systems [J].
Abdullah, M. A. ;
Yatim, A. H. M. ;
Tan, C. W. A. ;
Saidur, R. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2012, 16 (05) :3220-3227
[2]  
Ackermann T, 2005, WIND POWER IN POWER SYSTEMS, P1, DOI 10.1002/0470012684
[3]  
[Anonymous], P C EV COMP CEC 99
[4]  
[Anonymous], 2013, INT J DYN CONTROL, DOI DOI 10.1007/S40435-013-0016-Y
[5]   Design of PI controllers based on non-convex optimization [J].
Astrom, KJ ;
Panagopoulos, H ;
Hagglund, T .
AUTOMATICA, 1998, 34 (05) :585-601
[6]   Control Methods of Inverter-Interfaced Distributed Generators in a Microgrid System [J].
Chung, Il-Yop ;
Liu, Wenxin ;
Cartes, David A. ;
Collins, Emmanuel G., Jr. ;
Moon, Seung-Il .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2010, 46 (03) :1078-1088
[7]   Particle swarm optimization: Basic concepts, variants and applications in power systems [J].
del Valle, Yamille ;
Venayagamoorthy, Ganesh Kumar ;
Mohagheghi, Salman ;
Hernandez, Jean-Carlos ;
Harley, Ronald G. .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2008, 12 (02) :171-195
[8]  
Eberhart R.C., 2001, Swarm Intelligence (Morgan Kaufmann series in evolutionary computation)
[9]   Stability Analysis and Improvements for Variable-Speed Multipole Permanent Magnet Synchronous Generator-Based Wind Energy Conversion System [J].
Geng, Hua ;
Xu, Dewei .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2011, 2 (04) :459-467
[10]   Design Optimization of Controller Parameters Used in Variable Speed Wind Energy Conversion System by Genetic Algorithms [J].
Hasanien, Hany M. ;
Muyeen, S. M. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2012, 3 (02) :200-208