IEEE - Institute of Electrical and Electronics Engineers, Inc. - Forecasting Solar Radiation Strength Using Machine Learning Ensemble

2018 7th International Conference on Renewable Energy Research and Applications (ICRERA)

Author(s): Rami Al-Hajj ; Ali Assi ; Mohamad M. Fouad
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Paris, France, France
Conference Date: 14 October 2018
Page(s): 184 - 188
ISBN (Electronic): 978-1-5386-5982-3
ISBN (USB): 978-1-5386-5981-6
ISSN (Electronic): 2572-6013
DOI: 10.1109/ICRERA.2018.8567020
Regular:

To enhance the forecasting of solar radiation strength on horizontals, an ensemble learning approach is proposed. Two types of machine learning models are arranged to predict solar radiation,... View More

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