Short-Term Forecasting of the Output Power of a Building-Integrated Photovoltaic System Using a Metaheuristic Approach

Short-Term Forecasting of the Output Power of a Building-Integrated Photovoltaic System Using a Metaheuristic Approach

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The rapidly increasing use of renewable energy resources in power generation systems in recent years has accentuated the need to find an optimum and efficient scheme for forecasting meteorological parameters, such as solar radiation, temperature, wind speed, and sun exposure. Integrating wind power...

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Bibliographic Details
Main Authors: Mehdi Seyedmahmoudian, Elmira Jamei, Gokul Sidarth Thirunavukkarasu, Tey Kok Soon, Michael Mortimer, Ben Horan, Alex Stojcevski, Saad Mekhilef
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Energies
Subjects:
differential evolution and the particle swarm optimization
hybrid meta-heuristic approach
mean absolute error
mean bias error
mean relative error
root mean square error
variance of the prediction errors
weekly mean error
Online Access:http://www.mdpi.com/1996-1073/11/5/1260

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