An Improved Integer Coded Genetic Algorithm for Security Constrained Unit Commitment Problem

被引：4

作者：

Golestani, S. ^{[1
]}

Raoofat, M. ^{[1
]}

Farjah, E. ^{[1
]}

机构：

[1] Shiraz Univ, Dept Elect Engn, Shiraz, Iran

来源：

2008 IEEE 2ND INTERNATIONAL POWER AND ENERGY CONFERENCE: PECON, VOLS 1-3 | 2008年

关键词：

Integer Coded Genetic Algorithm (ICGA); Security Constrained Unit Commitment (SCUC); Perturbation operator;

D O I：

10.1109/PECON.2008.4762668

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a novel approach to solve the security constrained unit commitment problem using decomposition technique. The method applies an improved integer coded genetic algorithm (ICGA) to schedule the commitment states of units. ICGA technique reduces the size of chromosomes and computation time significantly. Here, the proposed ICGA has been enhanced by using perturbation operator. Simulation results for six-bus test system exhibit the effectiveness of the proposed approach.

引用

页码：1251 / +

页数：2

共 18 条

[1]

[Anonymous], 1975, ADAPTATION NATURAL A

[2]

BENDERS JF, 1962, NUMER MATH, V4, P238, DOI [10.1007/BF01386316, DOI 10.1007/BF01386316, DOI 10.1007/S10287-004-0020-Y]

[3]

Carrion M., 2006, POWER, V21

[4]

DAMOUSIS G, 2004, IEEE T POWER SYSTEM, V19

[5]

Dieu Vo Ngoc, 2007, POW ENG SOC GEN M 20

[6]

Fu Y., 2005, IEEE T POWER SYSTEMS, V20

[7]

FU Y, 2006, IEEE T POWER SYSTEMS, V21

[8]

Geoffrion A. M., 1972, Journal of Optimization Theory and Applications, V10, P237, DOI 10.1007/BF00934810

[9]

Goldberg D.E, 1989, GENETIC ALGORITHMS S

[10]

HOLLAND JH, 1962, J ASS COMPUT MACH, V3

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