Optimal network reconfiguration for congestion management by deterministic and genetic algorithms

被引:129
作者
Granelli, G
Montagna, M
Zanellini, F
Bresesti, P
Vailati, R
Innorta, M
机构
[1] Univ Pavia, Dept Elect Engn, I-27100 Pavia, Italy
[2] CESI SpA, T&D Network Dept, Milan, Italy
关键词
congestion management; network reconfiguration; mixed-integer linear programming; genetic algorithms;
D O I
10.1016/j.epsr.2005.09.014
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, the problem of finding the optimal topological configuration of a power transmission system is considered with the aim of providing system operators with a tool suited for congestion management. Network reconfiguration looks particularly appealing since it allows transmission system operators to alleviate overloads by means of switching operations that may avoid costly generation or load curtailments. The techniques of corrective switching proposed in the 1980s are profitably employed to formulate the problem of network reconfiguration for the purpose of congestion management. The solution of the resulting large-scale mixed-integer programming problem is carried out both by a deterministic branch- and-bound algorithm included in the CPLEX optimization package and by a genetic algorithm. Tests were performed on a 33-bus CIGRE test system and on an actual 432-bus network of Italian origin. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:549 / 556
页数:8
相关论文
共 16 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]   Line switching for alleviating overloads under line outage condition taking bus voltage limits into account [J].
Arya, LD ;
Choube, SC ;
Kothari, DP .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2000, 22 (03) :213-221
[3]   NETWORK TOPOLOGY OPTIMIZATION WITH SECURITY CONSTRAINTS [J].
BACHER, R ;
GLAVITSCH, H .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1986, 1 (04) :103-111
[4]   Optimal capacitor placement using deterministic and genetic algorithms [J].
Delfanti, M ;
Granelli, GP ;
Marannino, P ;
Montagna, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1041-1046
[5]  
Doll M, 2001, 2001 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-3, P393, DOI 10.1109/PESW.2001.916873
[6]  
Doll M., 2001, 2001 IEEE PORT POW C
[7]  
EDWIN KW, 1983, CIGRE IFAC S FLOR, P204
[8]  
KOGLIN MF, 1983, CIGRE IFAC S FLOR, P203
[9]  
Krishnakumar K., 1990, P SPIE C INT CONTR A, P289
[10]  
KRONIG H, 1983, CIGRE IFAC S FLOR, P202