...
  • 主题
高级搜索  >
历史搜索 清空历史
首页> 外文期刊>Electric power systems research >A distributionally robust bidding strategy for a wind power plant
【24h】

A distributionally robust bidding strategy for a wind power plant

机译：风力发电场的分布式鲁棒招标策略

获取原文
获取原文并翻译 | 示例
           
页面导航
  • 摘要
  • 著录项
  • 相似文献
  • 相关主题

摘要

This paper presents a two-stage distributionally robust model to derive optimal bidding strategies for an aggregated wind power plant (WPP), that participates as a price-maker in the day-ahead market, and a deviator in the balancing market. The market power is realized by using a bi-level model, which is then transformed into a mixed-integer linear programming model using the Karush-Kuhn-Tucker (KKT) optimality conditions and strong duality theory. The uncertainty in wind generation output is characterized by an ambiguity set that defines a family of distributions. The optimal decision is robust to the expectation over the worst-case distribution. With a case study based on a modified Swiss system, we verify the effectiveness of the proposed distributionally robust optimization model and compare its performance to that of robust and stochastic optimization models.
机译：本文提出了一个两阶段的分布稳健模型，以得出集合风电厂（WPP）的最优竞标策略，该电厂作为价格制定者参与日前市场，而作为偏离者参与平衡市场。通过使用双层模型来实现市场支配力，然后使用Karush-Kuhn-Tucker（KKT）最优条件和强对偶理论将其转换为混合整数线性规划模型。风力发电输出的不确定性以定义一组分布的模糊集为特征。最佳决策对于最坏情况下的分布具有鲁棒性。通过基于修改后的瑞士系统的案例研究，我们验证了所提出的分布式鲁棒优化模型的有效性，并将其性能与鲁棒和随机优化模型进行了比较。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱：kefu@zhangqiaokeyan.com

京公网安备：11010802029741号 ICP备案号：京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有

  • 客服微信

  • 服务号