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Gilles NOTTON
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Machine learning methods for solar radiation forecasting: A review
C Voyant, G Notton, S Kalogirou, ML Nivet, C Paoli, F Motte, A Fouilloy
Renewable energy 105, 569-582, 2017
17272017
Calculation of the polycrystalline PV module temperature using a simple method of energy balance
M Mattei, G Notton, C Cristofari, M Muselli, P Poggi
Renewable energy 31 (4), 553-567, 2006
6692006
Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions
S Diaf, G Notton, M Belhamel, M Haddadi, A Louche
Applied energy 85 (10), 968-987, 2008
5512008
Modelling of a double-glass photovoltaic module using finite differences
G Notton, C Cristofari, M Mattei, P Poggi
Applied thermal engineering 25 (17-18), 2854-2877, 2005
5442005
Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting
G Notton, ML Nivet, C Voyant, C Paoli, C Darras, F Motte, A Fouilloy
Renewable and sustainable energy reviews 87, 96-105, 2018
4272018
Optimal sizing of a grid-connected PV system for various PV module technologies and inclinations, inverter efficiency characteristics and locations
G Notton, V Lazarov, L Stoyanov
Renewable Energy 35 (2), 541-554, 2010
4112010
Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components
L Benali, G Notton, A Fouilloy, C Voyant, R Dizene
Renewable energy 132, 871-884, 2019
3882019
Design of hybrid-photovoltaic power generator, with optimization of energy management
M Muselli, G Notton, A Louche
Solar energy 65 (3), 143-157, 1999
3641999
Correlations for direct normal and global horizontal irradiation on a French Mediterranean site
A Louche, G Notton, P Poggi, G Simonnot
Solar Energy 46 (4), 261-266, 1991
2461991
Forecasting and simulating wind speed in Corsica by using an autoregressive model
P Poggi, M Muselli, G Notton, C Cristofari, A Louche
Energy conversion and management 44 (20), 3177-3196, 2003
1932003
Predicting hourly solar irradiations on inclined surfaces based on the horizontal measurements: Performances of the association of well-known mathematical models
G Notton, P Poggi, C Cristofari
Energy Conversion and Management 47 (13-14), 1816-1829, 2006
1672006
Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability
A Fouilloy, C Voyant, G Notton, F Motte, C Paoli, ML Nivet, E Guillot, ...
Energy 165, 620-629, 2018
1532018
Modelling and performance of a copolymer solar water heating collector
C Cristofari, G Notton, P Poggi, A Louche
Solar Energy 72 (2), 99-112, 2002
1412002
PV-hybrid power systems sizing incorporating battery storage: an analysis via simulation calculations
M Muselli, G Notton, P Poggi, A Louche
Renewable Energy 20 (1), 1-7, 2000
1352000
Influence of the flow rate and the tank stratification degree on the performances of a solar flat-plate collector
C Cristofari, G Notton, P Poggi, A Louche
International Journal of Thermal Sciences 42 (5), 455-469, 2003
1252003
Some applications of ANN to solar radiation estimation and forecasting for energy applications
G Notton, C Voyant, A Fouilloy, JL Duchaud, ML Nivet
Applied Sciences 9 (1), 209, 2019
1132019
Hybrid photovoltaic/wind energy systems for remote locations
G Notton, S Diaf, L Stoyanov
Energy Procedia 6, 666-677, 2011
1122011
Importance of islands in renewable energy production and storage: The situation of the French islands
G Notton
Renewable and sustainable energy reviews 47, 260-269, 2015
1102015
Performance evaluation of various hourly slope irradiation models using Mediterranean experimental data of Ajaccio
G Notton, C Cristofari, P Poggi
Energy Conversion and Management 47 (2), 147-173, 2006
1102006
Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks
G Notton, C Paoli, S Vasileva, ML Nivet, JL Canaletti, C Cristofari
Energy 39 (1), 166-179, 2012
1082012
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