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Uncertainty Sets for Wind Power Generation

delete2016-07-01
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OA
AI
Y
Yury Dvorkin *
M
Miles Lubin
S
Scott Backhaus
M
Michael Chertkov
DOI:10.1109/TPWRS.2015.2476664delete
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Abstract

Abstract

En 中文
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.
Keywords:
Power system operations
wind power uncertainty
wind power variability
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Journal

IEEE Transactions on Power Systems cover
IEEE Transactions on Power Systems
IF:
7.2
Papers:
1.1W
Citations:
5.0W

Organization

U
University of Washington
Scholars:
8.0W
Papers: 7.0W
Citations: 12.5W