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Uncertainty Sets for Robust Unit Commitment

delete2014-05-01
delete174
PRE
AI
Y
Yongpei Guan
J
Jianhui Wang
DOI:10.1109/TPWRS.2013.2288017delete
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Abstract

Abstract

En 中文
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.
Keywords:
Power system operations
robust unit commitment
stochastic programming
uncertainty set

Journal

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

Organization

U
united states department of energy (doe)
Scholars:
11.3W
Papers: 9.6W
Citations: 246