Chaotic differential evolution methods for dynamic economic dispatch with valve-point effects
作者： Youlin Lu , Jianzhong Zhou , Hui Qin , Ying Wang , Yongchuan Zhang
DOI: 10.1016/J.ENGAPPAI.2010.10.014
关键词: Point (geometry) 、 Heuristic 、 Chaotic 、 Premature convergence 、 Mathematical optimization 、 Heuristic (computer science) 、 Economic dispatch 、 Differential evolution 、 Local search (optimization) 、 Computer science
摘要: The dynamic economic dispatch (DED), with the consideration of valve-point effects, is a complicated non-linear constrained optimization problem non-smooth and non-convex characteristics. In this paper, three chaotic differential evolution (CDE) methods are proposed based on Tent equation to solve DED effects. methods, sequences applied obtain parameter settings in DE. Meanwhile, local search (CLS) operation for solving designed help DE avoiding premature convergence effectively. Finally, order handle constraints efficiency, new heuristic handling feasibility selection strategy embedded into CDE methods. effectiveness demonstrated two test systems. simulation results reveal that, compared those other reported literatures recently, capable obtaining better quality solutions higher efficiency.
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sci-hub.se 参考文章(29)
Rainer Storn, Kenneth Price, Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization. ,vol. 11, pp. 341- 359 ,(1997) , 10.1023/A:1008202821328
Chun-Lung Chen, Non-convex economic dispatch: A direct search approach Energy Conversion and Management. ,vol. 48, pp. 219- 225 ,(2007) , 10.1016/J.ENCONMAN.2006.04.010
T. Aruldoss Albert Victoire, A. Ebenezer Jeyakumar, A modified hybrid EP–SQP approach for dynamic dispatch with valve-point effect International Journal of Electrical Power & Energy Systems. ,vol. 27, pp. 594- 601 ,(2005) , 10.1016/J.IJEPES.2005.06.006
Lazaros G. Papageorgiou, Eric S. Fraga, A mixed integer quadratic programming formulation for the economic dispatch of generators with prohibited operating zones Electric Power Systems Research. ,vol. 77, pp. 1292- 1296 ,(2007) , 10.1016/J.EPSR.2006.09.020
K.S. Hindi, M.R. Ab Ghani, Dynamic economic dispatch for large scale power systems: a Lagrangian relaxation approach International Journal of Electrical Power & Energy Systems. ,vol. 13, pp. 51- 56 ,(1991) , 10.1016/0142-0615(91)90018-Q
Samer Takriti, Benedikt Krasenbrink, A decomposition approach for the fuel-constrained economic power-dispatch problem European Journal of Operational Research. ,vol. 112, pp. 460- 466 ,(1999) , 10.1016/S0377-2217(98)00131-3
Subramanian Baskar, P Subbaraj, MVC Rao, None, Hybrid real coded genetic algorithm solution to economic dispatch problem Computers & Electrical Engineering. ,vol. 29, pp. 407- 419 ,(2003) , 10.1016/S0045-7906(01)00039-8
T. Jayabarathi, K. Jayaprakash, D.N. Jeyakumar, T. Raghunathan, Evolutionary programming techniques for different kinds of economic dispatch problems Electric Power Systems Research. ,vol. 73, pp. 169- 176 ,(2005) , 10.1016/J.EPSR.2004.08.001
Xiaohui Yuan, Bo Cao, Bo Yang, Yanbin Yuan, Hydrothermal scheduling using chaotic hybrid differential evolution Energy Conversion and Management. ,vol. 49, pp. 3627- 3633 ,(2008) , 10.1016/J.ENCONMAN.2008.07.008
Leandro dos Santos Coelho, Reliability–redundancy optimization by means of a chaotic differential evolution approach Chaos Solitons & Fractals. ,vol. 41, pp. 594- 602 ,(2009) , 10.1016/J.CHAOS.2008.02.028