DocumentCode :
3150848
Title :
Application of the ant colony system for optimum switch adjustment
Author :
Teng, Jen-Hao ; Liu, Yi-Hwa
Author_Institution :
Dept. of Electr. Eng., I-Shou Univ., Kaohsiung, Taiwan
Volume :
2
fYear :
2002
fDate :
6-10 Oct. 2002
Firstpage :
751
Abstract :
In this paper, a co-operative agent algorithm, the ant colony system, for optimum switch adjustments is proposed. Switch adjustment is one of the most important tools for distribution automation, since it can improve the system reliability and reduce the interruption costs without additional capital investments. The formulation of switch adjustment is a combinatorial optimization problem with nonlinear and nondifferential objective function. In this paper we choose the ant colony system to solve the problem since the ant colony system has the characteristics of positive feedback, distributed computation and the use of a constructive greedy heuristic. One of the main goals of the paper is to investigate the applicability of the ant-colony-system-based algorithm in the power system optimizations. Test results show that the proposed ant-colony-system-based algorithm can offer an optimum solution for switch adjustment.
Keywords :
combinatorial mathematics; feedback; optimisation; power distribution control; power distribution reliability; search problems; switching; ant colony system; co-operative agent algorithm; combinatorial optimization problem; constructive greedy heuristic; distributed computation; distribution automation; interruption costs reduction; nondifferential objective function; nonlinear function; optimum switch adjustment; positive feedback; power system optimizations; switch adjustment; system reliability improvement; Ant colony optimization; Automation; Costs; Distributed computing; Feedback; Investments; Power systems; Reliability; Switches; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Transmission and Distribution Conference and Exhibition 2002: Asia Pacific. IEEE/PES
Print_ISBN :
0-7803-7525-4
Type :
conf
DOI :
10.1109/TDC.2002.1177568
Filename :
1177568
Link To Document :
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