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Abstrakty
Achieving optimal utilization of multiple combined heat and power (CHP) systems is a complex problem that requires powerful methods for resolution. This paper presents a harmony search (HS) algorithm to address the economic dispatch issue in CHP (CHPED ). The recently developed metaheuristic HS algorithm has been successfully employed in a wide range of optimization problems. The method is demonstrated through a test case from existing literature and a new one proposed by the authors. Numerical results indicate that the proposed algorithm can identify superior solutions compared to traditional methods, and that the Harmony Search algorithm can be effectively applied to CHPED-related problems.
Czasopismo
Rocznik
Tom
Strony
14--20
Opis fizyczny
Bibliogr. 19 poz., wykr.
Twórcy
autor
- University of Science and Technology of Oran, Faculty of Electrical Engineering, BP 1505, Oran El M'naouer, Oran, Algeria
autor
- University of Science and Technology of Oran, Faculty of Electrical Engineering, BP 1505, Oran El M'naouer, Oran, Algeria
autor
- University of Science and Technology of Oran, Faculty of Physics, BP 1505, Oran El M'naouer, Oran, Algeria
autor
- University of Relizane, Faculty of Sciences and Technology, Bourmadia Relizane, 48000; Algeria
Bibliografia
- [1] Dormer AR. Real-time optimisation for power generation and CHP. Power Engineering Journal 1992;6:95. https://doi.org/l0.1049/pe:19920019.
- [2] Shi B, Yan L-X, Wu W. Multi-objective optimization for combined heat and power economic dispatch with power transmission loss and emission reduction. Energy 2013;56:135-43. https://doi.org/10.1016/j.energy.2013.04.066.
- [3] Mostefa Rahli, L. Benasla, A. Belmadani, L. Abdelhakem-Koridak. Real power-system economic dispatch using a variable weights linear programming method. Journal of Power Technologies 2014;95:34-9.
- [4] SONG YH, XUAN QY. Combined heat and power economic dispatch using genetic algorithm based penalty function method. Electric Machines & Power Systems 1998;26:363-72. https://doi.org/10.1080/07313569808955828.
- [5] R. Murugan, M. R. Mohan. Artificial Bee Colony Optimization Embedded with Simulated Annealing for the Combined Heat and Power Economic Dispatch Problem. ARPN Journal of Engineering and Applied Sciences 2012;7.
- [6] Basu M. Bee colony optimization for combined heat and power economic dispatch. Expert Syst Appl 2011. https://doi.org/10.1016/j.eswa.2011.03.067.
- [7] Larsen H V, Palsson H, Ravn HF. Probabilistic production simulation including combined heat and power plants. Electric Power Systems Research 1998;48:45-56. https:// doi.org/10.10 l 6/S0378-7796(98)00080-7.
- [8] Song YH, Chou CS, Stonham TJ. Combined heat and power economic dispatch by improved ant colony search algorithm. Electric Power Systems Research 1999;52:115-21. https://doi.org/10.1016/S0378-7796(99)00011-5.
- [9] Su C-T, Chiang C-L. An incorporated algorithm for combined heat and power economic dispatch. Electric Power Systems Research 2004;69:187-95. https://doi.org/10.1016/j.epsr.2003.08.006.
- [10] Vasebi A, Fesanghary M, Bathaee SMT. Combined heat and power economic dispatch by harmony search algorithm. International Journal of Electrical Power & Energy Systems 2007;29:713-9. https://doi.org/10.1016/j.ijepes.2007.06.006.
- [11] Tao Guo, Henwood MI, van Ooijen M. An algorithm for combined heat and power economic dispatch. IEEE Transactions on Power Systems 1996;11:1778-84. https://doi.org/10.1109/59.544642.
- [12] Zong Woo Geem, Joong Hoon Kim, G.V. Loganathan. A New Heuristic Optimization Algorithm: Harmony Search. Simulation 2001;76:60-8.
- [13] Geem ZW. Improved Harmony Search from Ensemble of Music Players. Knowledge-Based Intelligent Information and Engineering Systems, vol. 4251, Springler; 2006, p. 86-93. https://doi.org/10.1007/11892960_1 l.
- [14] Mahdavi M, Fesanghary M, Damangir E. An improved harmony search algorithm for solving optimization problems. Appl Math Comput 2007;188:1567-79. https://doi.org/10.1016/j.amc.2006. l 1.033.
- [15] A. Belmadani, L. Benasla, M. Rahli. Optimisation d'un Dispatching Economigue et Environnemental d'Energie Electrigue par l'Algorithme Harmony Search Acta Electrotehnica n.d.
- [16] Lee KS, Geem ZW. A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice. Comput Methods Appl Mech Eng 2005;194:3902-33.https:// doi.org/10.1016/j .cma.2004.09.007.
- [17] V. N. Dieu, W. Ongsakul. Combined heat and power economic dispatch by augmented lagrange hopfield network n.d.
- [18] Dieu VN, Ongsakul W. Augmented Lagrange-Hopfield Network for Economic Load Dispatch with Combined Heat and Power. Electric Power Components and Systems 2009;37:1289-304. https:// doi.org/10.1080 /153250009030 54969.
- [19] Karaboga D, Basturk B. On the performance of artificial bee colony (ABC) algorithm. Appl Soft Comput 2008;8:687-97. https://doi.org/10.1016/j.asoc.2007.05.007.
Uwagi
PL
Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-1dcd494f-1001-451f-a429-6f24ceff0651