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Including Forecasting Error of Renewable Generation on the Optimal Load Dispatch

Title
Including Forecasting Error of Renewable Generation on the Optimal Load Dispatch
Type
Article in International Conference Proceedings Book
Year
2015
Authors
Osorio, GJ
(Author)
Other
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Lujano Rojas, JM
(Author)
Other
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Matias, JCO
(Author)
Other
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Conference proceedings International
PowerTech, 2015 IEEE Eindhoven
Eindhoven, NETHERLANDS, JUN 29-JUL 02, 2015
Other information
Authenticus ID: P-00K-W6Z
Abstract (EN): In this paper a probabilistic model to solve the economic dispatch (ED) problem considering the uncertainty introduced by power sources, such as wind and solar, is presented. Assuming the forecasting error to be modeled by a beta probability distribution function (PDF), the proposed methodology presented in this paper allows the incorporation of this PDF in the optimization model, obtaining the PDF of power production of thermal and renewable generators, energy not supplied, excess of electricity, and generation cost. The results obtained from the proposed methodology are compared with those obtained from Monte Carlo Simulation (MCS) approach, observing a good agreement.
Language: English
Type (Professor's evaluation): Scientific
No. of pages: 6
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