Machine learning methods for solar radiation forecasting: A review
Voyant, Cyril, Notton, Gilles, Kalogirou, Soteris, Nivet, Marie-Laure, Paoli, Christophe, Motte, Fabrice, Fouilloy, Alexis
Published in Renewable energy (01.05.2017)
Published in Renewable energy (01.05.2017)
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Journal Article
Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications
Notton, Gilles, Voyant, Cyril, Fouilloy, Alexis, Duchaud, Jean Laurent, Nivet, Marie Laure
Published in Applied sciences (01.01.2019)
Published in Applied sciences (01.01.2019)
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Journal Article
Multivariate Analysis of a Wind–PV-Based Water Pumping Hybrid System for Irrigation Purposes
Stoyanov, Ludmil, Bachev, Ivan, Zarkov, Zahari, Lazarov, Vladimir, Notton, Gilles
Published in Energies (Basel) (01.06.2021)
Published in Energies (Basel) (01.06.2021)
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Journal Article
Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series
Garcia-Gutierrez, Luis, Voyant, Cyril, Notton, Gilles, Almorox, Javier
Published in Applied sciences (01.09.2022)
Published in Applied sciences (01.09.2022)
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Journal Article
Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks
Tamas, Wani, Notton, Gilles, Paoli, Christophe, Nivet, Marie-Laure, Voyant, Cyril
Published in Aerosol and Air Quality Research (01.02.2016)
Published in Aerosol and Air Quality Research (01.02.2016)
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Journal Article
Difficulties of Solar PV Integration in Island Electrical Networks – Case Study in the French Islands
Notton, Gilles, Voyant, Cyril, Duchaud, Jean Laurent
Published in E3S Web of Conferences (01.01.2019)
Published in E3S Web of Conferences (01.01.2019)
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Journal Article
Conference Proceeding
Forecasting of Three Components of Solar irradiation for Building Applications
Notton, Gilles, Voyant, Cyril, Fouilloy, Alexis, Duchaud, Jean Laurent, Nivet, Marie Laure
Published in E3S Web of Conferences (01.01.2019)
Published in E3S Web of Conferences (01.01.2019)
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Journal Article
Conference Proceeding
The case for islands’ energy vulnerability: Electricity supply diversity in 44 global islands
Ioannidis, Alexis, Chalvatzis, Konstantinos J., Li, Xin, Notton, Gilles, Stephanides, Phedeas
Published in Renewable energy (01.12.2019)
Published in Renewable energy (01.12.2019)
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Journal Article
Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability
Fouilloy, Alexis, Voyant, Cyril, Notton, Gilles, Motte, Fabrice, Paoli, Christophe, Nivet, Marie-Laure, Guillot, Emmanuel, Duchaud, Jean-Laurent
Published in Energy (Oxford) (15.12.2018)
Published in Energy (Oxford) (15.12.2018)
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Journal Article
Multi-Objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage
Duchaud, Jean-Laurent, Notton, Gilles, Darras, Christophe, Voyant, Cyril
Published in Renewable energy (01.02.2019)
Published in Renewable energy (01.02.2019)
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Journal Article
Verifying operational intra-day solar forecasts from ECMWF and NOAA
Yang, Dazhi, Wang, Wenting, Bright, Jamie M., Voyant, Cyril, Notton, Gilles, Zhang, Gang, Lyu, Chao
Published in Solar energy (01.04.2022)
Published in Solar energy (01.04.2022)
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Journal Article