Towards reactive power dispatch within a wind farm using hybrid PSO

被引:38
作者
Kanna, Bhaskar [1 ]
Singh, Niwas [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Kanpur 208016, Uttar Pradesh, India
关键词
Optimal reactive power dispatch; Wind farm; Grid code; Hybrid particle swarm optimization; PARTICLE SWARM OPTIMIZATION; CAPABILITY; TURBINE;
D O I
10.1016/j.ijepes.2015.01.021
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the increasing penetration of wind power generation, the stringent grid codes are imposed by the system operators insisting the wind turbines to behave similar to that of synchronous generators. As a part of fulfilling the grid code in terms of steady state reactive power injection at point of common coupling, in this research work, the problem of optimal reactive power dispatch within a wind farm is formulated and a hybrid particle swarm optimization algorithm is proposed to get the optimal solution. The effectiveness of the proposed method is tested by simulations of the power collection grid of practical off-shore wind farm. The test results are compared with interior-point method based non-linear constrained optimization tool, fmincon, in Matlab. The analysis is carried out considering with and without wake effects on the wind farm at various grid bus voltage conditions. The test results demonstrate the effectiveness of the proposed method in achieving optimal solution for various operating conditions. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:232 / 240
页数:9
相关论文
共 25 条
[1]   Optimal power flow using particle swarm optimization [J].
Abido, MA .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2002, 24 (07) :563-571
[2]  
Ackermann T, 2005, WIND POWER IN POWER SYSTEMS, P1, DOI 10.1002/0470012684
[3]   Hybrid particle swarm optimization approach for solving the discrete OPF problem considering the valve loading effects [J].
AlRashidi, A. R. ;
El-Hawary, M. E. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) :2030-2038
[4]  
[Anonymous], INTEGRATION WIDE SCA
[5]  
[Anonymous], 2010, P N AM POW S ARL
[6]  
[Anonymous], GEN GRID COD FORM WI
[7]  
[Anonymous], 2015, 1995 IEEE INT C
[8]   The particle swarm - Explosion, stability, and convergence in a multidimensional complex space [J].
Clerc, M ;
Kennedy, J .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) :58-73
[9]   Optimum generation control in wind parks when carrying out system operator requests [J].
de Almeida, RG ;
Castronuovo, ED ;
Lopes, JAP .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) :718-725
[10]   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