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Christophe Paoli
Christophe Paoli
Research Fellow - CNRS - University of Corsica
Verified email at univ-corse.fr - Homepage
Title
Cited by
Cited by
Year
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
17262017
Forecasting of preprocessed daily solar radiation time series using neural networks
C Paoli, C Voyant, M Muselli, ML Nivet
Solar energy 84 (12), 2146-2160, 2010
4662010
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
4262018
Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation
C Voyant, M Muselli, C Paoli, ML Nivet
Energy 39 (1), 341-355, 2012
2812012
Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation
C Voyant, M Muselli, C Paoli, ML Nivet
Energy 36 (1), 348-359, 2011
2022011
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
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
Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model
K Dahmani, R Dizene, G Notton, C Paoli, C Voyant, ML Nivet
Energy 70, 374-381, 2014
1022014
Hybrid methodology for hourly global radiation forecasting in Mediterranean area
C Voyant, M Muselli, C Paoli, ML Nivet
Renewable Energy 53, 1-11, 2013
872013
Multi-horizon solar radiation forecasting for Mediterranean locations using time series models
C Voyant, C Paoli, M Muselli, ML Nivet
Renewable and Sustainable Energy Reviews 28, 44-52, 2013
852013
Bayesian rules and stochastic models for high accuracy prediction of solar radiation
C Voyant, C Darras, M Muselli, C Paoli, ML Nivet, P Poggi
Applied Energy 114, 218-226, 2014
822014
Solar radiation forecasting using ad-hoc time series preprocessing and neural networks
C Paoli, C Voyant, M Muselli, ML Nivet
Emerging Intelligent Computing Technology and Applications: 5th …, 2009
762009
Neural network approach to estimate 10-min solar global irradiation values on tilted planes
G Notton, C Paoli, L Ivanova, S Vasileva, ML Nivet
Renewable Energy 50, 576-584, 2013
742013
Time series forecasting on solar irradiation using deep learning
MC Sorkun, C Paoli, ÖD Incel
2017 10th international conference on electrical and electronics engineering …, 2017
632017
Twenty four hours ahead global irradiation forecasting using multi‐layer perceptron
C Voyant, P Randimbivololona, ML Nivet, C Paoli, M Muselli
Meteorological applications 21 (3), 644-655, 2014
592014
Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case
C Voyant, G Notton, C Darras, A Fouilloy, F Motte
Energy 125, 248-257, 2017
512017
Hybridization of air quality forecasting models using machine learning and clustering: An original approach to detect pollutant peaks
WW Tamas, G Notton, C Paoli, ML Nivet, C Voyant
Aerosol and Air Quality Research 16 (2), 405-416, 2016
512016
Time series forecasting on multivariate solar radiation data using deep learning (LSTM)
MC Sorkun, ÖD Incel, C Paoli
Turkish Journal of Electrical Engineering and Computer Sciences 28 (1), 211-223, 2020
452020
Time series modeling and large scale global solar radiation forecasting from geostationary satellites data
C Voyant, P Haurant, M Muselli, C Paoli, ML Nivet
Solar Energy 102, 131-142, 2014
432014
Proof-of-concept study for successful inter-laboratory comparison of MLVA results
JT Larsson, M Torpdahl, EM Nielsen, Collective MLVA working group
Eurosurveillance 18 (35), 20566, 2013
342013
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