Uncertainty Sets for Wind Power Generation

被引：78

作者：

Dvorkin, Yury ^{[1
]}

Lubin, Miles ^{[2
]}

Backhaus, Scott ^{[3
]}

Chertkov, Michael ^{[3
]}

机构：

[1] Univ Washington, Seattle, WA 98105 USA

[2] MIT, Cambridge, MA 02139 USA

[3] Los Alamos Natl Lab, Los Alamos, NM 87545 USA

来源：

IEEE TRANSACTIONS ON POWER SYSTEMS | 2016年 / 31卷 / 04期

关键词：

Power system operations; wind power uncertainty; wind power variability;

D O I：

10.1109/TPWRS.2015.2476664

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

As penetration of wind power generation increases, system operators must account for its stochastic nature in a reliable and cost-efficient manner. These conflicting objectives can be traded-off by accounting for the variability and uncertainty of wind power generation. This letter presents a new methodology to estimate uncertainty sets for parameters of probability distributions that capture wind generation uncertainty and variability.

引用

页码：3326 / 3327

页数：2

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