کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
773074 | 1462911 | 2006 | 10 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Application of cultural algorithm to generation scheduling of hydrothermal systems Application of cultural algorithm to generation scheduling of hydrothermal systems](/preview/png/773074.png)
The daily generation scheduling of hydrothermal power systems plays an important role in the operation of electric power systems for economics and security, which is a large scale dynamic non-linear constrained optimization problem. It is difficult to solve using traditional optimization methods. This paper proposes a new cultural algorithm to solve the optimal daily generation scheduling of hydrothermal power systems. The approach takes the water transport delay time between connected reservoirs into consideration and can conveniently deal with the complicated hydraulic coupling simultaneously. An example is used to verify the correctness and effectiveness of the proposed cultural algorithm, comparing with both the Lagrange method and the genetic algorithm method. The simulation results demonstrate that the proposed algorithm has rapid convergence speed and higher solution precision. Thus, an effective method is provided to solve the optimal daily generation scheduling of hydrothermal systems.
Journal: Energy Conversion and Management - Volume 47, Issues 15–16, September 2006, Pages 2192–2201