Non-convex economic dispatch by enhanced tabu search algorithm

被引:3
作者
Tippayachai, J [1 ]
Ongsakul, W [1 ]
Ngamroo, I [1 ]
机构
[1] Thammasat Univ, Elect Power Engn Program, SIIT, Pathum Thani 12121, Thailand
来源
2003 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-4, CONFERENCE PROCEEDINGS | 2003年
关键词
economic dispatch (ED); Kuhn-Tucker theorem (KT); tabu search (TS); genetic algorithm (GA); simulated annealing (SA); merit order loading (MOL);
D O I
10.1109/PES.2003.1270429
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes an enhanced tabu search (ETS) algorithm for solving ramp rate constrained economic dispatch (ED) problems with linear decreasing and decreasing staircase incremental cost (IC) functions. To determine the global optimal solution, ETS uses a new binary coding design representing the power outputs of generating units at either the highest or lowest possible power outputs except the reference unit output which is used to satisfy the power balance constraint. ETS is tested and compared to the normalized binary coding tabu search (NBTS), micro genetic algorithm (MGA), merit order loading methods (MOLs), MGA based on migration and MOL solutions (MGAM-MOL), simulated annealing (SA), and combined genetic algorithm and SA (CGSA). The result of the proposed ETS is shown to be viable to the online implementation of the constrained ED due to substantial generator fuel cost savings and fast computational times.
引用
收藏
页码:908 / 913
页数:6
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