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Dr. Mohamed Shibl Albags :: Publications:

Title:
Modified social spider algorithm for solving the economic dispatch problem
Authors: W.T. Elsayed , Y.G. Hegazy , F.M. Bendary , M.S. El-bages
Year: 2017
Keywords: Economic load dispatch Metaheuristic techniques Non-convex optimization Social spider algorithm Transmission losses
Journal: Engineering Science and Technology, an International Journal
Volume: 19
Issue: 4
Pages: 1672-1681
Publisher: elsevier
Local/International: International
Paper Link:
Full paper mohamed shibl albags_paper5.docx
Supplementary materials Not Available
Abstract:

The economic load dispatch problem is a non-convex and non-linear optimization problem due to the inclusion of practical features such as valve point effects, prohibited operating zones, ramp rate limits, and transmission losses. For solving the non-convex economic load dispatch problem, a social spider algorithm has been proposed recently. This paper proposes a modified version of the social spider algorithm and studies the application of this version for solving the non-convex economic load dispatch problem. The proposed modification significantly improves the performance of the social spider algorithm. Four benchmark test systems having 6 units, 40 units, 80 units, and 140 units are considered to demonstrate the efficacy of the proposed algorithm. The results obtained from the modified social spider algorithm surpass the results obtained by the original social spider algorithm and significantly compete with the best results presented in previous literature.

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