A hybrid PSO technique for procuring VAR ancillary service in the deregulated electricity markets

被引:9
作者
El-Araby, E. E. [1 ]
Yorino, Naoto [2 ]
机构
[1] Suez Canal Univ, Dept Elect Engn, Fac Engn, Port Said, Port Fouad, Egypt
[2] Hiroshima Univ, Dept Artificial Complex Syst Engn, Hiroshima 730, Japan
关键词
Deregulation; Ancillary services; VAR market; Voltage security; Particle swarm optimization; PARTICLE SWARM OPTIMIZATION; REACTIVE POWER;
D O I
10.1016/j.ijepes.2009.11.025
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This paper develops a new market-based technique for acquiring VAR ancillary service in the electricity market. The main objective of the developed market is to enable transmission operator "TO" to procure VAR service in a long term contract from the critical VAR providers that satisfy minimum VAR service payment while maintaining system security. Reactive power control problem for voltage stability is introduced into the VAR market problem in an explicit manner for normal and emergency states. An integration of particle swarm optimization "PSO" is presented with successive linear programming "SLP" for dealing with the VAR ancillary service problem. The problem is formulated as a large-scale nonlinear constrained optimization problem with a non-differentiable objective function representing VAR payment and operational costs. This type of problem is hard to be treated straightforwardly by the classical optimization methods. Therefore, we propose here a two-layer hybrid PSO/SLP approach, which is suited for carrying out the difficulties associated with non-differentiable and discontinuous objective functions. The proposed method has been examined on the standard IEEE 57 bus-system and compared with GA/SLP method to demonstrate its capability. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:664 / 670
页数:7
相关论文
共 12 条
[1]
A method for simulation and analysis of reactive power market [J].
Ahmed, S ;
Strbac, G .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1047-1052
[2]
POINT OF COLLAPSE AND CONTINUATION METHODS FOR LARGE AC DC SYSTEMS [J].
CANIZARES, CA ;
ALVARADO, FL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1993, 8 (01) :1-8
[3]
A spot pricing mechanism for voltage stability [J].
Chattopadhyay, D ;
Chakrabarti, BB ;
Read, EG .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2003, 25 (09) :725-734
[4]
Practical cost-based approach for the voltage ancillary service [J].
da Silva, EL ;
Hedgecock, JJ ;
Mello, JCO ;
da Luz, JCF .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :806-812
[5]
A two level hybrid GA/SLP for FACTS allocation problem considering voltage security [J].
El-Araby, EE ;
Yorino, N ;
Sasaki, H .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2003, 25 (04) :327-335
[6]
FERNANDO A, 2003, REACTIVE POWER IDENT
[7]
A reactive power management proposal for transmission operators [J].
Hao, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (04) :1374-1381
[8]
The particle swarm: Social adaptation of knowledge [J].
Kennedy, J .
PROCEEDINGS OF 1997 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION (ICEC '97), 1997, :303-308
[9]
A particle swarm optimization for economic dispatch with nonsmooth cost functions [J].
Park, JB ;
Lee, KS ;
Shin, JR ;
Lee, KY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (01) :34-42
[10]
A new formulation for FACTS allocation for security enhancement against voltage collapse [J].
Yorino, N ;
El-Araby, EE ;
Sasaki, H ;
Harada, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (01) :3-10