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Optimal power flow resolution using artificial bee colony algorithm based grenade explosion method
Joint Authors
Salihi, Ahmad
Nuaymi, Djemai
Bou kathir, Tariq
Source
Issue
Vol. 12, Issue 4 (31 Dec. 2016), pp.734-756, 23 p.
Publisher
Publication Date
2016-12-31
Country of Publication
Algeria
No. of Pages
23
Main Subjects
Abstract EN
This paper exposes an Optimal Power Flow (OPF) problem resolution using a recent developed meta-heuristic algorithm called Artificial Bee Colony (ABC) algorithm based Grenade Explosion Method (GEM).
From many previous researches, the ABC algorithm has proved its goodness at exploration process in the search space for better solutions, but it is weak at exploitation process.
The proposed GEM associated with the ABC algorithm gives more ability to enhance the exploitation process by proposing two modified versions of basic ABC algorithm, which are GABC1 by embedding GEM in the employed bee phase and GABC2 by introducing GEM in the onlooker bee phase.
The effectiveness of the two proposed algorithms in the present work is investigated by solving the optimization problems of objective functions for smooth, non-smooth and piecewise quadratic curves of fuel cost function, along with the minimization of voltage magnitude deviation and voltage stability index.
The simulation results on IEEE 30 bus and IEEE 57 bus test systems are compared to those of other optimization techniques in literature, showing that the two proposed algorithms are capable to give higher quality solutions efficiently for a complex OPF problem.
American Psychological Association (APA)
Salihi, Ahmad& Nuaymi, Djemai& Bou kathir, Tariq. 2016. Optimal power flow resolution using artificial bee colony algorithm based grenade explosion method. Journal of Electrical Systems،Vol. 12, no. 4, pp.734-756.
https://search.emarefa.net/detail/BIM-739649
Modern Language Association (MLA)
Salihi, Ahmad…[et al.]. Optimal power flow resolution using artificial bee colony algorithm based grenade explosion method. Journal of Electrical Systems Vol. 12, no. 4 (2016), pp.734-756.
https://search.emarefa.net/detail/BIM-739649
American Medical Association (AMA)
Salihi, Ahmad& Nuaymi, Djemai& Bou kathir, Tariq. Optimal power flow resolution using artificial bee colony algorithm based grenade explosion method. Journal of Electrical Systems. 2016. Vol. 12, no. 4, pp.734-756.
https://search.emarefa.net/detail/BIM-739649
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 755-756
Record ID
BIM-739649