DocumentCode :
648919
Title :
Optimal VAR compensation with DG penetration using an enhanced Gravitational Search Algorithm
Author :
Gavrilas, Mihai ; Coroama, Iulia
Author_Institution :
Dept. of Power Syst., “Gheorghe Asachi” Tech. Univ., Iasi, Romania
fYear :
2013
fDate :
11-13 Oct. 2013
Firstpage :
1
Lastpage :
6
Abstract :
The paper presents an original approach to the VAR compensation problem in distribution networks with Dispersed Generation (DG) penetration, based on an enhanced form of the Gravitational Search Algorithm (GSA). The enhanced GSA proposed in this paper is based on three concepts: elitism, hyper-mutations and a new exploration strategy called Dynamic Supervision (DS). The performances of the proposed method were assessed twofold: on a set of benchmark function similar to those used by the standard GSA and on a test distribution system with radial, tree-like structure, and DG sources, considered in the framework of the VAR compensation problem. The results of the proposed method were compared to those produced by a standard GSA for the first test function, and to those generated by an alternative metaheuristic method.
Keywords :
distributed power generation; distribution networks; power factor correction; search problems; dispersed generation penetration; distributed generation penetration; distribution networks; dynamic supervision; elitism concept; enhanced gravitational search algorithm; exploration strategy; hypermutation concept; optimal VAR compensation; radial structure; test distribution system; tree-like structure; Distributed Generation; Evolutionary Algorithms; Gravitational Search Algorithm; VAR compensation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Electronics Engineering (ISEEE), 2013 4th International Symposium on
Conference_Location :
Galati
Type :
conf
DOI :
10.1109/ISEEE.2013.6674370
Filename :
6674370
Link To Document :
بازگشت