AN INTELLIGENT DYNAMIC-PROGRAMMING FOR UNIT COMMITMENT APPLICATION

被引:182
作者
OUYANG, Z
SHAHIDEHPOUR, SM
机构
[1] Department of Electrical and Computer Engíneering, Illinois Institute of Technology, Chicago
关键词
UNIT COMMITMENT; HEURISTIC METHODS; DYNAMIC PROGRAMMING;
D O I
10.1109/59.119267
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a heuristic improvement of the truncated window dynamic programming (DP-VW) has been studied for the unit commitment application. The proposed method employs a variable window size according to load demand increments, and corresponding experimental results indicate a substantial saving in the computation time without sacrificing the quality of the solution. An iterative process for the number of strategies saved in every stage is also incorporated to fine tune the optimal solution.
引用
收藏
页码:1203 / 1209
页数:7
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