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Solving Economic Load Dispatch by a New Hybrid Optimization Method | ||
International Journal of Industrial Electronics Control and Optimization | ||
مقاله 8، دوره 3، شماره 4، آذر 2020، صفحه 469-474 اصل مقاله (363.24 K) | ||
نوع مقاله: Research Articles | ||
شناسه دیجیتال (DOI): 10.22111/ieco.2020.32914.1239 | ||
نویسنده | ||
Hossein Sharifzadeh ![]() ![]() | ||
Department of Electrical and Computer Engineering, Hakim Sabzevari University, | ||
چکیده | ||
This paper presents a new solution method to efficiently handle non-convexity stemmed from valve points in the economic load dispatch problem. The proposed solution technique integrates both the advantage of fast solution algorithms of linear programming and powerful solution techniques of nonlinear programming to find the global solution. In the first step of the proposed solution framework, non-convex terms are replaced by some linear segments and the new linear model solved by modern fats algorithms. In the second step, a nonlinear programming algorithm as a powerful local search algorithm solves the original non-convex model to improve the solution obtained in the previous step. By exploiting the main strength of linear and nonlinear programming algorithms, the proposed solution approach can quickly converge to nearly the global solution method. By experimental results on three test cases with different sizes, we show that the presented method outperforms the other algorithms published in the literature in the quality of the solution. | ||
کلیدواژهها | ||
Economic load dispatch؛ Branch and bound؛ Hybrid optimization method | ||
مراجع | ||
[1] Conejo, Antonio J., and Luis Baringo, Power system operations, Springer, 2018. [2] Amjady N, Sharifzadeh H. Solution of non-convex economic dispatch problem considering valve loading effect by a new modified differential evolution algorithm. Int J Electr Power Energy Syst 2010; 32(8):893–903. [3] Hindi KS, Ghani MRA. Dynamic economic dispatch for large scale power systems: a Lagrangian relaxation approach. Int J Elect Power Energy Syst ,1991;13(1):51–6. [4] Dike DO, Adinfono MI, Ogu G. Economic dispatch of generated power using modified lambda-iteration method. IOSR J Electr Electron Eng (IOSR-JEEE) 2013;3331:49–54 e-ISSN: 2278-1676, p-ISSN: 2320. [5] Parikh J, Chattopadhyay D. A multi-area linear programming approach for analysis of economic operation of the Indian power system. IEEE Trans Power Syst 1996;11(February (1)):52–8. [6] Reid GF, Hasdorff L. Economic dispatch using quadratic programming. IEEE Trans Power Apparat Syst 1973; 6:2015–23. [7] Amjady N, Sharifzadeh H., Security constrained optimal power flow considering detailed generator model by a new robust differential evolution algorithm, Electr Power Syst Res, 2011, 81(2), 740-749. [8] Farzaneh J, Keypour R, Ali Karsaz A, A novel fast maximum power point tracking for a PV system using hybrid PSO-ANFIS algorithm under partial shading conditions, International Journal of Industrial Electronics, Control and Optimization (IECO), 2019, 2(1), 47-58. [9] Barati H, Shahsavari M, Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm, International Journal of Industrial Electronics, Control and Optimization (IECO), 2018, 1(1), 24-40. [10] Bikdeli Sh, Farshad M, Allocation of Fault Current Limiters in Power Systems Considering Fault Current, Cost, and Lost Power Indices Using Imperialist Competitive Algorithm, International Journal of Industrial Electronics, Control and Optimization (IECO), 2020, 3(1), 91-102 [11] B.R.Adarsh, T.Raghunathan, T.Jayabarathi, Xin-SheYang, Economic dispatch using chaotic bat algorithm, Energy, 2016, 96(1), 666-675. [12] Derafshi Beigvand S, Abdia H, La Scala M, Combined heat and power economic dispatch problem using gravitational search algorithm, Electr Power Syst Res, 2016, 133(1), 160-172. [13] CalinSecui. D, A modified Symbiotic Organisms Search algorithm for large scale economic dispatch problem with valve-point effects, Energy, 2016, 113(1), 366-384. [14] Chen G, Ding X, Optimal economic dispatch with valve loading effect using self-adaptive firefly algorithm, Applied Intelligence, 2015, 42(2), 276-288. [15] Basu M, Chowdhury A, Cuckoo search algorithm for economic dispatch, Energy, 2013, 60(1), 99-108. [16] AghayKabolia Abdullah S. Hr, Alqallafb. K, Solving non-convex economic load dispatch problem via artificial cooperative search algorithm, Expert Systems with Applications, 2019, 128r(1), 14-27 [17] Gholamghasemi.M, Akbari E, Asadpoor M.B,Ghasemi M, A new solution to the non-convex economic load dispatch problems using phasor particle swarm optimization, Applied Soft Computing, 2019, 79(1), 111-124. [18] Silva Chavez J.C., Zamora-Mendez A, Yrena Heredia J.F, Cardenas-Javier. R, A hybrid optimization framework for the non-convex economic dispatch problem via meta-heuristic algorithms, Electr Power Syst Res,2019, 77(1), 1-10. [19] Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "Hybrid PSO–SQP for economic dispatch with valve-point effect." Electric Power Systems Research 71.1 (2004): 51-59. [20] Alsumait, J. S., J. K. Sykulski, and A. K. Al-Othman. "A hybrid GA–PS–SQP method to solve power system valve-point economic dispatch problems." Applied Energy 87.5 (2010): 1773-1781. [21] https://www.gurobi.com/resource/mip-basics/ [22] Jeroslow, R. and Lowe, J., Modelling with integer variables. Mathematical Programming Studies, 1984, 22,167–84. [23] N. Sinha,R.Chakrabarti,P.K.Chattopadhyay, Evolutionary programming techniques for economic load dispatch, IEEETrans.Evol.Comput.,2003, 7(1), 83–94. [24] Yanga XY, Sadat Hosseini S.S, Gandomi AH, Firefly Algorithm for solving non-convex economic dispatch problems with valve loading effect, Applied Soft Computing , 2012, 12(1) ,1180–1186. [25] Alsumait JS, Al-Othman AK, Sykulski JK, Application of PS method to power system valve-point ELD, Electr Power Energy Syst, 2007, 29(1),720–30. [26] Dos Santos Coelho L,*, Cocco Mariani V, An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect, Energy conversion and management, 2010, 51(1), 2580–2587. [27] Pereira-Neto A, Unsihuay C, Saavedra OR, Efficient evolutionary strategy optimization procedure to solve the nonconvex economic dispatch problem with generator constraints. IEE Proc Gen Transm Distrib 2005;152(5):653–60. [28] Niu Q, Zhang H, Wanga X, Li K, Irwin G.B, A hybrid harmony search with arithmetic crossover operation for economic dispatch, . Int J Electr Power Energy Syst 2014; 62(1), 237–257. [29] Kavousi-Fard A, Khosravi A, An intelligent θ-Modified Bat Algorithm to solve the non-convex economic dispatch problem considering practical constraints, Int J Electr Power Energy Syst 2016; 82(1), 189–196. | ||
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