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.
Article dans une revue
hal-03041965v1
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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
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
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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
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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
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
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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
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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
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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
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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.
Article dans une revue
hal-01423959v1
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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.
Article dans une revue
hal-02449268v1
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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
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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
Article dans une revue
hal-00657635v1
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Forecasting of preprocessed daily solar radiation time series using neural networks
Christophe Paoli
,
Cyril Voyant
,
Marc Muselli
,
Marie Laure Nivet
Article dans une revue
hal-00522627v1
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Machine Learning methods for solar radiation forecasting: a review
Cyril Voyant
,
Gilles Notton
,
S. Kalogirou
,
Marie Laure Nivet
,
Christophe Paoli
,
et al.
Article dans une revue
hal-01426321v1
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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
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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
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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
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
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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
Article dans une revue
hal-03041890v1
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