Symbiotic organisms search algorithm for economic load dispatch problem with valve-point effect
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Date
2018
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier Science Bv
Access Rights
info:eu-repo/semantics/openAccess
Abstract
Symbiotic Organisms Search (SOS) is a brand new and effective metaheuristic optimization algorithm. This paper proposes the SOS algorithm to solve the Economic Load Dispatch (ELD) problem with valve-point effect, which is one of the essential optimization problems in modern power systems. The proposed algorithm is tested on five different test cases consisting of 3-machine 6-bus, IEEE 5-machine 14-bus, IEEE 6-machine 30-bus, and 13- and 40-unit test systems both with transmission loss and without transmission loss. These test cases show that SOS is able to converge on the global optima, successfully. Moreover, results obtained from the proposed algorithm are compared through different methods used in solving the ELD problem existing in the literature. According to these results, SOS produces the best values among all methods. (C) 2018 Sharif University of Technology. All rights reserved.
Description
GUVENC, Ugur/0000-0002-5193-7990; kahraman, hamdi/0000-0001-9985-6324; Duman, Serhat/0000-0002-1091-125X
WOS: 000454261500006
WOS: 000454261500006
Keywords
Symbiotic organisms search, Economic load dispatch, Power systems, Optimization
Journal or Series
Scientia Iranica
WoS Q Value
Q4
Scopus Q Value
Q3
Volume
25
Issue
6
