کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
400089 | 1438773 | 2011 | 10 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Reinforcement Learning approaches to Economic Dispatch problem Reinforcement Learning approaches to Economic Dispatch problem](/preview/png/400089.png)
This paper presents Reinforcement Learning (RL) approaches to Economic Dispatch problem. In this paper, formulation of Economic Dispatch as a multi stage decision making problem is carried out, then two variants of RL algorithms are presented. A third algorithm which takes into consideration the transmission losses is also explained. Efficiency and flexibility of the proposed algorithms are demonstrated through different representative systems: a three generator system with given generation cost table, IEEE 30 bus system with quadratic cost functions, 10 generator system having piecewise quadratic cost functions and a 20 generator system considering transmission losses. A comparison of the computation times of different algorithms is also carried out.
Journal: International Journal of Electrical Power & Energy Systems - Volume 33, Issue 4, May 2011, Pages 836–845