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Electric Distribution Network Multiobjective Design Using a Problem-Specific Genetic Algorithm.

Authors :
Carrano, Eduardo G.
Soares, Luiz A. E.
Takahashi, Ricardo H. C.
Saldanha, Rodney R.
Neto, Oriane M.
Source :
IEEE Transactions on Power Delivery; Apr2006, Vol. 21 Issue 2, p995-1005, 10p, 10 Diagrams, 2 Graphs
Publication Year :
2006

Abstract

This paper presents a multiobjective approach for the design of electrical distribution networks. The objectives are defined as a monetary cost index (including installation cost and energy losses cost) and a system failure index. The true Pareto-optimal solutions are found with a multiobjective genetic algorithm that employs an efficient variable encoding scheme and some problem-specific mutation and crossover operators. Results based on 21- and 100-bus systems are presented. The information gained from the Pareto-optimal solution set is shown to be useful for the decision-making stage of distribution network evolution planning. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08858977
Volume :
21
Issue :
2
Database :
Complementary Index
Journal :
IEEE Transactions on Power Delivery
Publication Type :
Academic Journal
Accession number :
20539317
Full Text :
https://doi.org/10.1109/TPWRD.2005.858779