Short-Term Power Forecasting Model for Photovoltaic Plants Based on Historical Similarity

Short-Term Power Forecasting Model for Photovoltaic Plants Based on Historical Similarity

This paper proposes a new model for short-term forecasting of electric energy production in a photovoltaic (PV) plant. The model is called HIstorical SImilar MIning (HISIMI) model; its final structure is optimized by using a genetic algorithm, based on data mining techniques applied to historical ca...

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Bibliographic Details
Main Authors: M. Sonia Terreros-Olarte, Ignacio J. Ramirez-Rosado, L. Alfredo Fernandez-Jimenez, Tiago Santos, Claudio Monteiro
Format: Article
Language:English
Published: MDPI AG 2013-05-01
Series:Energies
Subjects:
power forecasting
solar energy
data mining
genetic algorithm
Online Access:http://www.mdpi.com/1996-1073/6/5/2624

Internet

http://www.mdpi.com/1996-1073/6/5/2624

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