Optimal scheduling for wind farms power generation based on partial information

被引：0
|
作者：
Yu, Jian [1 ]
Liu, Feng [1 ]
Li, Peng [1 ]
Song, Yongduan [1 ,2 ]
机构：
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[2] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
来源：
2015 34TH CHINESE CONTROL CONFERENCE (CCC) | 2015年
关键词：
Partial information; wind farms; optimal scheduling; synchronization; backward stochastic different equation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper aims to solve the coupled problem of wind farms modeling and wind power generation optimal scheduling. The salient features of the proposed method are as follows: First, the multi-agent model of wind farms power generation is obtained, which consider the influence among wind turbines. Second, the task is formulated as an optimization scheduling problem in terms of wind power generation. Third, the controller is designed by considering the partial system information, and solved based on the Forward & Backward Stochastic Different Equations (FBSDE) and adjoint equations. Numerical simulations are adopted to verify the proposed optimization method for partial information cases.
引用
收藏
页码：8941 / 8946
页数：6
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