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Fuzzy-GA Application for Allocation and Operation of Dispersed Generation Systems in Composite Distribution Systems  

김규호 (안산공과대학)
이유정 (한양대학교 전기공학과)
이상봉 (한양대학교 전기공학과)
유석구 (한양대학교 전기공학과)
Publication Information
The Transactions of the Korean Institute of Electrical Engineers A / v.52, no.10, 2003 , pp. 584-592 More about this Journal
Abstract
This paper presents a fuzzy-GA method for the allocation and operation of dispersed generator systems(DGs) based on load model in composite distribution systems. Groups of each individual load model consist of residential, industrial, commercial, official and agricultural load. The problem formulation considers an objective to reduce power loss of distribution systems and the constraints such as the number or total capacity of DGs and the deviation of the bus voltage. The main idea of solving fuzzy goal programming is to transform the original objective function and constraints into the equivalent multi-objectives functions with fuzzy sets to evaluate their imprecise nature for the criterion of power loss minimization, the number or total capacity of DGs and the bus voltage deviation, and then solve the problem using genetic algorithm. The method proposed is applied to IEEE 12 bus and 33 bus test systems to demonstrate its effectiveness. .
Keywords
Dispersed Generation Systems(DGs); Composite Distribution Systems; Multi-Objectives; DGs Installation; Fuzzy-GA; Fuzzy Goal Programming; Load Model;
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