Uncertainty Sets for Robust Unit Commitment

被引：175

作者：

Guan, Yongpei ^{[1
]}

Wang, Jianhui ^{[1
]}

机构：

[1] Argonne Natl Lab, Decis & Informat Sci Div, Lemont, IL 60439 USA

来源：

IEEE TRANSACTIONS ON POWER SYSTEMS | 2014年 / 29卷 / 03期

关键词：

Power system operations; robust unit commitment; stochastic programming; uncertainty set; OPTIMIZATION;

D O I：

10.1109/TPWRS.2013.2288017

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];

摘要：

For robust unit commitment problems addressing load, renewable energy generation, and demand response uncertainties, constructing a proper uncertainty set plays an important role in determining the conservativeness of the model. In this letter, we discuss different approaches to construct uncertainty sets based on historical data, with the purpose of reducing the conservativeness while maintaining the same level of robustness of the solution.

引用

页码：1439 / 1440

页数：2

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