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An advanced forecasting system for the optimum energy management of island microgrids.

Daniel Henriquez Alamo , Rafael N Medina , Santiago Ruano , Salvador S Garcia , K.P. Moustris , et al.
Energy Procedia, 2019, 159 (9), pp.111-116. ⟨10.1016/j.egypro.2018.12.027⟩
Article dans une revue hal-03041965v1

Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions.

Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton
Journal of Physics: Conference Series, 2015, 3rd International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE) Aug 2014 Madrid, 574 (1), pp.012064. ⟨10.1088/1742-6596/574/1/012064⟩
Article dans une revue hal-03041989v1
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Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site

Alexis Fouilloy , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Jean Laurent Duchaud
International Conference on Energy Engineering and Smart Grids ESG, 2018, Cambridge, United Kingdom
Communication dans un congrès hal-01635190v1
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24-hours ahead global irradiation forecasting using Multi-Layer Perceptron

Cyril Voyant , Prisca Randimbivololona , Marie Laure Nivet , Christophe Paoli , Marc Muselli
Meteorological Applications, 2013, pp.1
Article dans une revue hal-00770249v1

Machine learning methods for solar irradiation forecasting: A comparison in a Mediterranean site

Fouilloy Alexis , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Jean Laurent Duchaud
13th SWEDES Conf.,, Sep 2018, Palerme, Italy
Communication dans un congrès hal-02454079v1

Solar irradiation forecasting with machine learning and computational methods for 3 weather variabilities

Fouilloy Alexis , Cyril Voyant , Fabrice Motte , Gilles Notton , Christophe Paoli , et al.
Energy, 2018, 165-A, pp.620-629
Article dans une revue hal-02449204v1
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Multi-horizon solar radiation forecasting for Mediterranean locations using time series models

Cyril Voyant , Christophe Paoli , Marc Muselli , Marie Laure Nivet
Renewable and Sustainable Energy Reviews, 2013
Article dans une revue hal-00846823v1
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Bayesian rules and stochastic models for high accuracy prediction of solar radiation

Cyril Voyant , C. Darras , Marc Muselli , Christophe Paoli , Marie Laure Nivet , et al.
Applied Energy, 2013
Article dans une revue hal-00862981v1
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Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions

Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton
International Conference on Mathematical Modeling in Physical Sciences 2014, Aug 2014, Madrid, Spain
Communication dans un congrès hal-00984948v1
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Forecasting of preprocessed daily solar radiation time series using neural networks

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet
Solar Energy, 2010, 84 (12), pp.2146-2160. ⟨10.1016/j.solener.2010.08.011⟩
Article dans une revue hal-00537178v1
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Time series modeling and large scale global solar radiation forecasting from geostationary satellites data

Cyril Voyant , Pierrick Haurant , Marc Muselli , Christophe Paoli , Marie Laure Nivet
Solar Energy, 2014
Article dans une revue hal-00932955v1

Semanticize data for decision support: development and deployment of an ontological vocabulary on the web of data.

Christophe Paoli , Marie Laure Nivet , P. Oberti
8th Decision Deck Workshop, Apr 2011, Corte, France
Communication dans un congrès hal-00603414v1

Système d'information sémantique et géographique pour l'AMCD: état de l'art et construction d'une interface utilisateur

Christophe Paoli , Marie Laure Nivet , P. Oberti
72ème journées du groupe de travail européen "Aide multicritère à la décision", Oct 2010, France
Communication dans un congrès hal-00604403v1
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Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method

Cyril Voyant , Wani W. Tamas , Christophe Paoli , Aurélia Balu , Marc Muselli , et al.
International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Sep 2013, Czech Republic. pp.1
Communication dans un congrès hal-00850687v1

Estimating short time solar irradiation on a tilted plane from horizontal one using Artificial Neural Networks

Gilles Notton , Kahina Dahmani , Rabah Dizene , Cyril Voyant , Marie Laure Nivet , et al.
Conference on Energy Efficiency and Agricultural Engineering, Nov 2015, Rousse, Bulgaria. pp. 380-392
Communication dans un congrès hal-01243206v1

Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies

Cyril Voyant , Fabrice Motte , Fouilloy Alexis , Gilles Notton , Christophe Paoli , et al.
Energy, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩
Article dans une revue hal-01423959v1

The electrical energy situation of French islands and focus on the Corsican situation

Gilles Notton , Jean Laurent Duchaud , Marie Laure Nivet , Cyril Voyant , K Chalvatzis , et al.
Renewable Energy, 2019, 135, pp.1157-1165. ⟨10.1016/j.renene.2018.12.090⟩
Article dans une revue hal-02449268v1

Forecasting of three components of solar irradiation for building applications.

Gilles Notton , Cyril Voyant , Fouilloy Alexis , Jean Laurent Duchaud , Marie Laure Nivet
Clima 2019, May 2019, Bucarest, Romania
Communication dans un congrès hal-02454115v1

Application of ANN methods for solar radiation estimation

Gilles Notton , Dahmani Kahina , Rabah Dizene , Marie Laure Nivet , Cyril Voyant , et al.
Gayle Cain. Artificial Neural Networks: New Research, Chapter 5, Nova Science Publishers, 2016, Computer Science, Technology and Applications, 978-1-63485-964-6
Chapitre d'ouvrage hal-01591551v1
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Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet
Energy, 2012, 39 (1), pp.341-355. ⟨10.1016/j.energy.2012.01.006⟩
Article dans une revue hal-00657635v1

Forecasting of preprocessed daily solar radiation time series using neural networks

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet
Solar Energy, 2010, pp.1-15. ⟨10.1016/j.solener.2010.08.011⟩
Article dans une revue hal-00522627v1

Machine Learning methods for solar radiation forecasting: a review

Cyril Voyant , Gilles Notton , S. Kalogirou , Marie Laure Nivet , Christophe Paoli , et al.
Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩
Article dans une revue hal-01426321v1

Multilayer Perceptron Approach for estimating 5-min and hourly horizontal global radiation from exogenous meteorological data in locations without solar measurements.

Kahina Dahmani , Gilles Notton , C Voyant , Rabah Dizene , Christophe Paoli , et al.
Renewable Energy, 2016, 90, pp.267-290
Article dans une revue hal-01291893v1

An advanced forecasting platform for the optimum energy management of island microgrids

Daniel Henriquez Alamo , R Nebot Medina , S Dias Ruano , S Suarez Garcia , K.P. Moustris , et al.
REM2018, Renewable Energy Integration with Mini/Microgrid, Sep 2018, Rhodes, Greece
Communication dans un congrès hal-02454058v1
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URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA

Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet , et al.
Sustainable Solutions for Energy and Environment. EENVIRO 2013, Sep 2013, Buchatrest, Romania
Communication dans un congrès hal-00830375v1

Some applications of ANN to solar radiation estimation and forecasting for energy applications

Gilles Notton , Cyril Voyant , Fouilloy Alexis , Jean Laurent Duchaud , Marie Laure Nivet
Applied Sciences, 2019, 9 (1), pp.209. ⟨10.3390/app9010209⟩
Article dans une revue hal-02449272v1
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Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria

Kahina Dahmani , Gilles Notton , Rabah Dizene , Christophe Paoli , Cyril Voyant , et al.
Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria
Communication dans un congrès hal-00848841v1
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Multi-horizon Irradiation Forecasting Using Time Series Models

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet
2013 ISES Solar World Congress, Nov 2013, Mexico
Communication dans un congrès hal-00846839v1
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Intermittent and stochastic character of renewable energy sources: consequences, cost of intermittence and benefit of forecasting

Gilles Notton , Marie Laure Nivet , Cyril Voyant , Christophe Paoli , Christophe Darras , et al.
Renewable and Sustainable Energy Reviews, 2018, 87, pp.96-105
Article dans une revue hal-01759732v1

Trade-off between precision and resolution of a solar power forecasting algorithm for micro-grid optimal control

Jean Laurent Duchaud , Cyril Voyant , Gilles Notton , Alexis Fouilloy , Marie Laure Nivet
Energies, 2020, 13 (14), pp.3565. ⟨10.3390/en13143565⟩
Article dans une revue hal-03041890v1