Maximum power extraction from wind energy system based on fuzzy logic control

被引:112
作者
Eltamaly, Ali M. [1 ]
Farh, Hassan M. [1 ]
机构
[1] King Saud Univ, Sustainable Energy Technol Ctr, Dept Elect Engn, Coll Engn, Riyadh 11421, Saudi Arabia
关键词
Wind energy systems; Permanent magnet synchronous generator; Fuzzy logic controller; Simulation software packages (PSIM and Simulink); Maximum power point tracking; INTELLIGENT CONTROL; SPEED;
D O I
10.1016/j.epsr.2013.01.001
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
This paper proposes a variable speed control scheme for grid-connected wind energy conversion system (WECS) using permanent magnet synchronous generator (PMSG). The control algorithm tracks the maximum power for wind speeds below rated speed of wind turbines and ensures the power will not go over the rated power for wind speeds over the rated value. The control algorithm employs fuzzy logic controller (FLC) to effectively do this target. The wind turbine is connected to the grid via back-to-back PWM-VSC. Two effective computer simulation packages (PSIM and Simulink) are used to carry out the simulation effectively. The control system has two controllers for generator side and grid side converters. The main function of the generator side controller is to track the maximum power through controlling the rotational speed of the wind turbine using FLC. In the grid side converter, active and reactive power control has been achieved by controlling q-axis and d-axis current components, respectively. The d-axis current is set at zero for unity power factor and the q-axis current is controlled to deliver the power flowing from the dc-link to the electric utility grid. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:144 / 150
页数:7
相关论文
共 26 条
[1]  
Abdullah M. A., 2011, 2011 IEEE Conference on Clean Energy and Technology, P321, DOI 10.1109/CET.2011.6041484
[2]   Variable speed wind power generation system based on fuzzy logic control for maximum output power tracking [J].
Abo-Khalil, AG ;
Lee, DC ;
Seok, JK .
PESC 04: 2004 IEEE 35TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, CONFERENCE PROCEEDINGS, 2004, :2039-2043
[3]   An overview of wind energy-status 2002 [J].
Ackermann, T ;
Söder, L .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2002, 6 (1-2) :67-128
[4]  
[Anonymous], THESIS U NEW BRUNSWI
[5]  
[Anonymous], 2007, J KING SAUD U ENG SC, DOI DOI 10.1016/S1018-3639(18)30949-8
[6]  
BUEHRING IK, 1981, P I ELECT ENG C, V128, P253
[7]   Intelligent control of a class of wind energy conversion systems [J].
Chedid, R ;
Mrad, F ;
Basma, M .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1999, 14 (04) :1597-1604
[8]   Control of permanent-magnet generators applied to variable-speed wind-energy systems connected to the grid [J].
Chinchilla, M ;
Arnaltes, S ;
Burgos, JC .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2006, 21 (01) :130-135
[9]  
Dubois M.R.J., 2004, Ph.D. Thesis
[10]  
Enslin J. H., 1993, RENEWABLE ENERGY WOR, V2, P551