Optimisation of voltage and frequency regulation in an isolated wind-driven six-phase self-excited induction generator

被引:11
作者
Kumar, A. Senthil [1 ]
Munda, Josiah L. [1 ]
机构
[1] Tshwane Univ Technol, Ctr Energy & Elect Power, ZA-0001 Pretoria, South Africa
关键词
Self-excited induction generator; Renewable-energy source; Graph theory; Genetic algorithm; Ant colony optimisation;
D O I
10.1016/j.joei.2014.03.007
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 constant voltage operation of a Six-Phase Self-Excited Induction Generator (SPSEIG) driven by a fixed speed wind turbine using an Ant colony optimisation (ACO) technique to predict the behaviour of a the machine. In this paper, an attempt has been made to estimate the excitation capacitance requirements of a SPSEIG for maintaining rated terminal voltage and frequency. The range of capacitance variation required for maintaining constant terminal voltage while supplying a load of variable magnitude is evaluated. Analytical approaches, suitable for all the configurations of shunt capacitances such as variable excitation capacitance connected across (i) single three-phase winding set only and (ii) both the three-phase winding sets of an SPSEIG for operation as a simple shunt on no load and pure resistive load, are presented. The mathematical model developed is based on loop impedance method using graph theory. It is shown that the proposed technique is very effective and useful for making the SPSEIG feasible for remote areas with wind potential. The proposed approach is tested and compared with Genetic Algorithm (GA) and Fmincon technique. (C) 2014 Energy Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:235 / 245
页数:11
相关论文
共 17 条
[1]  
[Anonymous], 2004, ANT COLONY OPTIMIZAT
[2]  
Colson C.M., 2009, 2009 IEEE PES POW SY
[3]  
Goldberg D.E., 2001, GENETIC ALGORITHM SE
[4]   HIGH PHASE ORDER INDUCTION-MOTORS .1. DESCRIPTION AND THEORETICAL CONSIDERATIONS [J].
KLINGSHIRN, EA .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (01) :47-53
[6]  
Ojo O, 2000, IEEE T IND APPL, V36, P1604, DOI 10.1109/28.887212
[7]   Dynamic simulation and analysis of parallel self-excited induction generators for islanded wind farm systems [J].
Palle, B ;
Simoes, MG ;
Farret, FA .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2005, 41 (04) :1099-1106
[8]  
Patel M., 1999, Wind and Solar Power Systems, Design, Analysis, and Operation
[9]  
Rao S.S., 1978, OPTIMISATION THEORY
[10]  
Roy Chowdhary D, 1989, LINEAR NETWORK SYSTE