Application of the Firefly Algorithm for Solving the Economic Emissions Load Dispatch Problem. (9th December 2010)

• Record Type: Journal Article
• Authors: Apostolopoulos, Theofanis; Vlachos, Aristidis
• Other Names: Broersma Hajo Academic Editor.
• Is Part Of: International journal of combinatorics. Volume 2011(2011)
• Publication Date: 2010-12-09
• Subjects: Combinatorial analysis -- Periodicals; Combinatorial analysis; Periodicals; Electronic journals; 511.605
• DOI: 10.1155/2011/523806
• Languages: English
• ISSNs: 1687-9163

Abstract

Abstract : Efficient and reliable power production is necessary to meet both the profitability of power systems operations and the electricity demand, taking also into account the environmental concerns about the emissions produced by fossil-fuelled power plants. The economic emission load dispatch problem has been defined and applied in order to deal with the optimization of these two conflicting objectives, that is, the minimization of both fuel cost and emission of generating units. This paper introduces and describes a solution to this famous problem using a new metaheuristic nature-inspired algorithm, called firefly algorithm, which was developed by Dr. Xin-She Yang at Cambridge University in 2007. A general formulation of this algorithm is presented together with an analytical mathematical modeling to solve this problem by a single equivalent objective function. The results are compared with those obtained by alternative techniques proposed by the literature in order to show that it is capable of yielding good optimal solutions with proper selection of control parameters.