Marie Laure Nivet
Marie Laure Nivet
Maître de conférences en informatique, Université de Corse
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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
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
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
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
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
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
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
Hybrid methodology for hourly global radiation forecasting in Mediterranean area
C Voyant, M Muselli, C Paoli, ML Nivet
Renewable Energy 53, 1-11, 2013
Solar radiation forecasting using ad-hoc time series preprocessing and neural networks
C Paoli, C Voyant, M Muselli, ML Nivet
International Conference on Intelligent Computing, 898-907, 2009
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
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
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
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
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
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
Spatial characterization of black carbon mass concentration in the atmosphere of a southeast asian megacity: an air quality case study for Metro Manila, Philippines
HD Alas, T Müller, W Birmili, S Kecorius, MO Cambaliza, JBB Simpas, ...
Aerosol and Air Quality Research 18 (9), 2301-2317, 2018
Hybridization of air quality forecasting models using machine learning and clustering: An original approach to detect pollutant peaks
W Tamas, G Notton, C Paoli, ML Nivet, C Voyant
Aerosol and Air Quality Research 16 (2), 405-416, 2016
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
Use of constraint solving in order to generate test vectors for behavioral validation
C Paoli, ML Nivet, JF Santucci
Proceedings IEEE International High-Level Design Validation and Test …, 2000
Playing with design intents: integrating physical and urban constraints in CAD
D Faucher, ML Nivet
Automation in construction 9 (1), 93-105, 2000
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