Multistage and coordinated planning of the expansion of transmission systems

被引:136
作者
Escobar, AH [1 ]
Gallego, RA
Romero, R
机构
[1] Univ Tecnol Pereira, Dept Elect Engn, AA-097 Pereira, Colombia
[2] UNESP, FEIS, DEE, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
multistage planning; optimization; network expansion planning; genetic algorithms;
D O I
10.1109/TPWRS.2004.825920
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
In this paper, an efficient genetic algorithm (GA) is presented to solve the problem of multistage and coordinated transmission expansion planning. This is a mixed integer nonlinear programming problem, difficult for systems of medium and large size and high complexity. The GA presented has a set of specialized genetic operators and an efficient form of generation of the initial population that finds high quality suboptimal topologies for large size and high complexity systems. In these systems, multistage and coordinated planning present a lower investment than static planning. Tests results are shown in one medium complexity system and one large size high complexity system.
引用
收藏
页码:735 / 744
页数:10
相关论文
共 19 条
[1]  
Aarts E., 1989, Wiley-Interscience Series in Discrete Mathematics and Optimization
[2]   A kernel-oriented algorithm for transmission expansion planning [J].
Contreras, J ;
Wu, FF .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (04) :1434-1440
[3]   Transmission network expansion planning under an improved genetic algorithm [J].
da Silva, EL ;
Gil, HA ;
Areiza, JM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1168-1175
[4]  
Escobar A. H., 2002, THESIS U TECNOLOGICA
[5]   A new strategy for transmission expansion in competitive electricity markets [J].
Fang, RS ;
Hill, DJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (01) :374-380
[6]   GREEDY RANDOMIZED ADAPTIVE SEARCH PROCEDURES [J].
FEO, TA ;
RESENDE, MGC .
JOURNAL OF GLOBAL OPTIMIZATION, 1995, 6 (02) :109-133
[7]   Comparative studies on non-convex optimization methods for transmission network expansion planning [J].
Gallego, RA ;
Monticelli, A ;
Romero, R .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (03) :822-828
[8]   Transmission system expansion planning by an extended genetic algorithm [J].
Gallego, RA ;
Monticelli, A ;
Romero, R .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1998, 145 (03) :329-335
[9]   Tabu search algorithm for network synthesis [J].
Gallego, RA ;
Romero, R ;
Monticelli, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (02) :490-495
[10]  
GALLEGO RA, 1997, THESIS UNICAMP CAMPI