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Article type: Research Article
Authors: Fard, Mehdi Tadayon | Esapour, Khodakhast | Dehghan, Bahram | Zare, Alireza
Affiliations: Department of Electrical Engineering, Sarvestan Branch, Islamic Azad University, Sarvestan, Iran
Note: [] Corresponding author. Bahram Dehghan, Department of Electrical Engineering, Sarvestan Branch, Islamic Azad University, Sarvestan, Iran. Tel./Fax: +98 7115644924; E-mail: [email protected]
Abstract: Economic dispatch (ED) problem is a significant and precious strategy in the power engineering to preserve the balance between the load and generation in an economic way. The practical ED incorporates a non-convex objective function with several equality and inequality nonlinear constraints. As a result, solving the practical ED requires a powerful optimizer to reach the most economic dispatch solution. This paper suggests a newly introduced algorithm called Krill Herd (KH) to solve the practical ED problem considering the valve-loading effects, prohibited operating zone, spinning reserve and multi-fuel option, optimally. Also, a new modification method based on the Levy Flight movement is suggested to increase the convergence of the KH algorithm. The suggested algorithm is applied to two small size and one large size test system to demonstrate its high search ability.
Keywords: Practical Economic Dispatch (EED), Modified Krill Herd (MKH) Algorithm, non-convex objective, valve-loading effect
DOI: 10.3233/IFS-141297
Journal: Journal of Intelligent & Fuzzy Systems, vol. 28, no. 1, pp. 271-277, 2015
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