Including Forecasting Error of Renewable Generation on the Optimal Load Dispatch

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2015

Autores

Osorio, GJ (Autor) Outra; Lujano Rojas, JM (Autor) Outra; Matias, JCO (Autor) Outra; Catalao, JPS (Autor) FEUP

Ata de Conferência Internacional

Título: 2015 IEEE EINDHOVEN POWERTECH

PowerTech, 2015 IEEE Eindhoven

Eindhoven, NETHERLANDS, JUN 29-JUL 02, 2015

Indexação

ISI Web of Knowledge - 1 Citação

Scopus - 5 Citações

Outras Informações

ID Authenticus: P-00K-W6Z

DOI: 10.1109/ptc.2015.7232495

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.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 6