Application of evolutionary programming to security constrained economic dispatch

被引:42
作者
Somasundaram, P [1 ]
Kuppusamy, K [1 ]
机构
[1] Anna Univ, Dept Elect & Elect Engn, Power Syst Engn Div, Madras 600025, Tamil Nadu, India
关键词
security constrained economic dispatch; line flow constraints; evolutionary programming;
D O I
10.1016/j.ijepes.2004.12.006
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 presents an algorithm, for solving security constrained economic dispatch (SCED) problem, through the application of evolutionary programming (EP). The controllable system quantities in the base case state are optimized, to minimize some defined objective function, subject to the base case operating constraints as well as the contingency case security constraints. Two representative systems: 10-bus [10] and adapted IEEE 30-bus [20] systems are taken for investigations. The SCED results obtained using EP are compared, with those obtained using quadratic programming [Fan JY, Zhang L. Real-time economic dispatch withline flow and emission constrains using quadratic programming. IEEE Trans Power Syst 1998;13(2):320-5] and successive linear programming [Kuppusamy K. Successive liner programming methods for security-related optimization in power systems. India:PhD Thesis; 1981]. The investigations reveal that, the proposed algorithm is relatively simple, reliable, efficient and suitable for on-line applications. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:343 / 351
页数:9
相关论文
共 20 条
[1]  
Aganagic M, 1997, IEEE T POWER SYST, V12, P105, DOI 10.1109/59.574929
[2]   OPTIMAL LOAD FLOW WITH STEADY-STATE SECURITY [J].
ALSAC, O ;
STOTT, B .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1974, PA93 (03) :745-751
[3]   A hybrid EP and SQP for dynamic economic dispatch with nonsmooth fuel cost function [J].
Attaviriyanupap, P ;
Kita, H ;
Tanaka, E ;
Hasegawa, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (02) :411-416
[4]   A REVIEW OF RECENT ADVANCES IN ECONOMIC-DISPATCH [J].
CHOWDHURY, BH ;
RAHMAN, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (04) :1248-1259
[5]   OPTIMAL POWER FLOW SOLUTIONS [J].
DOMMEL, HW ;
TINNEY, WF .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1968, PA87 (10) :1866-+
[6]   Real-time economic dispatch with line flow and emission constraints using quadratic programming [J].
Fan, JY ;
Zhang, L .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (02) :320-325
[7]  
Fogel D.B., 1995, EVOLUTIONARY COMPUTA
[8]  
Hota P., 2000, EC EMISSION LOAD DIS, V141, P21
[9]   A homogeneous linear programming algorithm for the security constrained economic dispatch problem [J].
Jabr, RA ;
Coonick, AH ;
Cory, BJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :930-936
[10]  
Jayabarathi T, 2000, EUR T ELECTR POWER, V10, P167, DOI 10.1002/etep.4450100307