Harmony Search Algorithm to solve Dynamic Economic Environmental Dispatch (DEED)

• Autorzy: Belmadani A. , Benasla L. , Rahli M.

Warianty tytułu

PL

Algorytm HSA w zastosowaniu do dynamicznego i ekonomicznego rozsyłu mocy

• Języki publikacji: EN

Abstrakty

EN

This paper presents an application of Harmony Search algorithm (HSA) to solve the Dynamic Economic-Environmental Dispatch (DEED) problem under some equality and inequality constraints. The equality constraints reflect a real power balance, and the inequality constraint reflects the limits of real generation. The voltage levels and security are assumed to be constant. Dynamic Economic-Environmental Dispatch problem is obtained by considering both the economy and emission objectives. This bi-objective problem is converted into a single objective function using a price penalty factor. Harmony Search algorithm is tested on six generators system and its results are compared with the solutions obtained in paper of Keerati. The results are quite encouraging and useful in the economic emission environment.

PL

Zbadano zastosowanie algorytmu HSA do rozwiązania problemów dynamicznego rozsyłu energii. Uwzględniono realny balans mocy jak i realne ograniczenia. Algorytm przetestowano na sześciu systemach.

Słowa kluczowe

EN

Dynamic Economic-Environmental Dispatch; pollution emission; fuel cost; optimization; harmony search algorithm; electrical technology

PL

rozsył energii; algorytm HSA; koszty paliwa; elektrotechnika

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2011
• Tom: R. 87, nr 9a
• Strony: 338--342
• Opis fizyczny: Bibliogr. 14 poz., rys., tab., wykr.

Twórcy

autor

Belmadani A.

autor

Benasla L.

autor

Rahli M.

• Computer Science Department, Faculty of Sciences, USTO, BP 1505, Oran El M'naouer, Oran, Algeria,

Bibliografia

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• [2] Benasla, L., Belmadani, A. And Rahli, M., Application of SUMT Method to Combine Economic and Emission Dispatch, Leonardo Journal of Sciences, Issue 13, July-December 2008, p. 122-132.
• [3] Kermanshahi, B. and Aizowa, Y., Genetic algorithm for coordination of environmental and economy objectives in ELD problem, Journal of Electrical Science and Technology,1996, pp. 85-92.
• [4] Belmadani, A., Benasla, L. and Rahli, M., Etude d’un Dispatching Economique-Environnemental par la méthode Harmony Search, ACTA Electrotehnica, Vol 50, Number 1, 2009, pp. 44-48.
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• [9] Kumarappan, N. and Mohan, M.R., Hybrid genetic algorithm based combined economic and emission dispatch for utility system, ICISIP, 2004, pp. 19-24.
• [10] Lukman, D. and Blackburn, T.R., Modified algorithm of load flow simulation for loss minimization in power systems, the Australian Universities Power Engineering Conferences (AUPEC’01) 23-26 sept,2001.
• [11] Elgerd, O.I., Electrical energy systems theory Mc Graw.Hill Company 1971.
• [12] Lee, K.S. and GEEM, Z.W., A new meta-heuristic algorithm for continuous engineering optimization : harmony search theory and practice, Comput. Methods Appl. Mech. Engrg. 194, 2005, 3902-3933.
• [13] Zimmerman, R.D., Murillo-Sánchez, C.E. and Gan, D. M. A Matlab Power System Simulation Package. Version 2.0, Available from: http://www.pserc.cornell.edu/matpower.
• [14] Momoh, J.A., Zhu, J.Z., Boswell, G.D. and Hoffman, S., Power System Security Enhancement by OPF with Phase Shifter, IEEE Transactions on Power Systems, vol. 16, no. 2, may 2001, pp 287-293.