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Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance
Cyril Voyant
,
Alan Julien
,
Milan Despotovic
,
Gilles Notton
,
Luis Antonio Garcia-Gutierrez
et al.
Article dans une revue
hal-05168419
v1
|
|
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Transfer learning for wind speed forecasting: A scalable approach for data-scarce environments
Milan Despotovic
,
Gilles Notton
,
Cyril Voyant
Article dans une revue
hal-05312472
v1
|
|
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Comparative Study of Feature Selection Techniques for Machine Learning-Based Solar Irradiation Forecasting to Facilitate the Sustainable Development of Photovoltaics: Application to Algerian Climatic Conditions
Said Benkaciali
,
Gilles Notton
,
Cyril Voyant
Article dans une revue
hal-05160206
v1
|
|
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NICE k metrics: Unified and multidimensional framework for evaluating deterministic solar forecasting accuracy
Cyril Voyant
,
Milan Despotovic
,
Luis Garcia-Gutierrez
,
Rodrigo Amaro E Silva
,
Philippe Lauret
et al.
Article dans une revue
hal-05296353
v1
|
|
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Computational Modeling and Trends in RAI Therapy for Thyroid Cancer: A Field with Clinical Promise
Marie Fusella Giuntini
,
Cyril Voyant
,
David Taieb
,
Dominique Barbolosi
Article dans une revue
hal-05410326
v1
|
|
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Improving Clinical Decision-Making in Radiotherapy: A Comparative Analysis of LQ and LQL Dose Models
Cyril Voyant
,
Julian Daniel
,
Muraro Stéphane
,
Bodez Véronique
,
Pinpin Morgane
et al.
Clinical Oncology, 2025
Article dans une revue
hal-05115204
v1
|
|
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A Mechanistic Dynamic Surrogate Framework for Personalized Radioactive Iodine Therapy in Metastatic Thyroid Cancer
Marie Fusella Giuntini
,
Cyril Voyant
,
David Taieb
,
Dominique Barbolosi
Article dans une revue
hal-05409930
v1
|
|
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From Trends to Insights: A Text Mining Analysis of Solar Energy Forecasting (2017–2023)
Mohammed Asloune
,
Gilles Notton
,
Cyril Voyant
Article dans une revue
hal-05293309
v1
|
|
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A simple method for quickly estimating solar irradiance forecast errors
Philippe Lauret
,
Mathieu David
,
Josselin Le Gal La Salle
,
Elke Lorenz
,
Richard Perez
et al.
Article dans une revue
hal-05220664
v1
|
|
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On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting
Cyril Voyant
,
Milan Despotovic
,
Gilles Notton
,
Yves-Marie Saint-Drenan
,
Mohammed Asloune
et al.
Article dans une revue
hal-05016612
v1
|
|
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Quality Control of Tilted Solar Irradiance: A Systematic and Generalizable Procedure
Mohammed Asloune
,
Gilles Notton
,
Cyril Voyant
Article dans une revue
hal-05427750
v1
|
|
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Impact of electricity tariffs and energy management strategies on PV/Battery microgrid performances
S. Ouédraogo
,
G.A. Faggianelli
,
G. Notton
,
J.L. Duchaud
,
C. Voyant
Article dans une revue
hal-03996023
v1
|
|
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Contribution of ordinal variables to short-term global solar irradiation forecasting for sites with low variabilities
Kacem Gairaa
,
Cyril Voyant
,
Gilles Notton
,
Saïd Benkaciali
,
Mawloud Guermoui
Article dans une revue
hal-03996044
v1
|
|
|
Effect of the meta parameters on a model predictive algorithm for renewable micro-grid optimal control
Jean-Laurent Duchaud
,
Ghjuvan-Antone Faggianelli
,
Cyril Voyant
,
Gilles Notton
Article dans une revue
hal-03996020
v1
|
|
|
Verifying operational intra-day solar forecasts from ECMWF and NOAA
Dazhi Yang
,
Wenting Wang
,
Jamie Bright
,
Cyril Voyant
,
Gilles Notton
et al.
Article dans une revue
hal-03996027
v1
|
|
|
Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series
Luis Garcia-Gutierrez
,
Cyril Voyant
,
Gilles Notton
,
Javier Almorox
Article dans une revue
hal-03996010
v1
|
|
|
Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model
Hai Tao
,
Ahmed Ewees
,
Ali Omran Al-Sulttani
,
Ufuk Beyaztas
,
Mohammed Majeed Hameed
et al.
Article dans une revue
hal-03996057
v1
|
|
|
A Monte Carlo Based Solar Radiation Forecastability Estimation
Cyril Voyant
,
Philippe Lauret
,
Gilles Notton
,
Jean-Laurent Duchaud
,
Alexis Fouilloy
et al.
Journal of Renewable and Sustainable Energy, 2021
Article dans une revue
hal-03162966
v1
|
|
|
Value of deterministic day-ahead forecasts of PV generation in PV + Storage operation for the Australian electricity market
Mathieu David
,
John Boland
,
Luigi Cirocco
,
Philippe Lauret
,
Cyril Voyant
Article dans une revue
hal-03996042
v1
|
|
|
Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review
Javier Almorox
,
Cyril Voyant
,
Nadjem Bailek
,
Alban Kuriqi
,
J.A. Arnaldo
Article dans une revue
hal-03996043
v1
|
|
|
Etude de performance des modèles large bande pour des conditions de ciel clair: cas de sud de l'Algérie
Said Benkaciali
,
Gilles Notton
,
Cyril Voyant
,
Kacem Gairaa
Revue des Energies Renouvelables, 2020, 23 (2), pp.236-258
Article dans une revue
hal-03041977
v1
|
|
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Solar irradiation prediction intervals based on Box-Cox transformation and univariate representation of Periodic AutoRegressive model.
Cyril Voyant
,
Gilles Notton
,
Jean Laurent Duchaud
,
Javier Almorox
,
Zaher Mundher Yaseen
Renewable Energy Focus, 2020, 33, pp.43-53
Article dans une revue
hal-03041875
v1
|
|
|
Verification of deterministic solar forecasts
Dazhi Yang
,
Stefano Alessandrini
,
Javier Antonanzas
,
Fernando Antonanzas-Torres
,
Viorel Badescu
et al.
Article dans une revue
hal-03053222
v1
|
|
|
Verification of deterministic solar forecasts
Dazhi Yang
,
Stefano Alessandrini
,
Javier Antonanzas
,
Fernando Antonanzas-Torres
,
Viorel Badescu
et al.
Article dans une revue
hal-04073399
v1
|
|
|
A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction
Hai Tao
,
Sinan Salih
,
Mandeep Kaur Saggi
,
Esmaeel Dodangeh
,
Cyril Voyant
et al.
Article dans une revue
hal-03053216
v1
|
|
|
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-03041890
v1
|
|
|
A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction
Hai Tao
,
Sinan Salih
,
Mandeep Kaur Saggi
,
Esmaeel Dodangeh
,
Cyril Voyant
et al.
IEEE Access, 2020, 8, pp.83347-83358
Article dans une revue
hal-03996054
v1
|
|
|
Wind, solar and battery micro-grid optimal sizing in Tilos Island
Jean Laurent Duchaud
,
Gilles Notton
,
Fouilloy Alexis
,
Cyril Voyant
Energy Procedia, 2019, Applied Energy Symposium and Forum, Renewable Energy Integration with Mini/Microgrids, REM 2018, 29–30 September 2018, Rhodes, Greece, 159, pp.22-27. ⟨10.1016/j.egypro.2018.12.012⟩
Article dans une revue
hal-02448982
v1
|
|
|
Designing a New Data Intelligence Model for Global Solar Radiation Prediction: Application of Multivariate Modeling Scheme
Hai Tao
,
Isa Ebtehaj
,
Hossein Bonakdari
,
Salim Heddam
,
Cyril Voyant
et al.
Article dans une revue
hal-03996062
v1
|
|
|
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-02449268
v1
|
|
|
Solar radiation forecasting using artificial neural network an random forest methods: Application to normal beam, horizontal diffuse and global components
Lamara Benali
,
Gilles Notton
,
Fouilloy Alexis
,
Cyril Voyant
,
Rabah Dizene
Renewable Energy, 2019, 132, pp.871-884
Article dans une revue
hal-02449215
v1
|
|
|
Hybrid Renewable Power Plant Sizing - Graphical Decision Tool, Sensitivity Analysis and Applications in Ajaccio and Tilos
Jean Laurent Duchaud
,
Gilles Notton
,
Alexis Fouilloy
,
Cyril Voyant
Article dans une revue
hal-02449473
v1
|
|
|
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-02449272
v1
|
|
|
Multi-objective particle swarm optimal sizing of a renewable hybrid power plant with storage
Jean Laurent Duchaud
,
Gilles Notton
,
Christophe Darras
,
Cyril Voyant
Renewable Energy, 2019, 131, pp.1156-1167
Article dans une revue
hal-02449217
v1
|
|
|
Prediction intervals for global solar irradiation forecasting using regression trees methods
Cyril Voyant
,
Fabrice Motte
,
Gilles Notton
,
Alexis Fouilloy
,
Marie-Laure Nivet
et al.
Renewable Energy, 2018, 126, pp.332-340
Article dans une revue
hal-01741926
v1
|
|
|
Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability
Alexis Fouilloy
,
Cyril Voyant
,
Gilles Notton
,
Fabrice Motte
,
Christophe Paoli
et al.
Article dans une revue
hal-04041776
v1
|
|
|
Prediction bands for solar energy: New short-term time series forecasting techniques
Michel Fliess
,
Cédric Join
,
Cyril Voyant
Article dans une revue
hal-01736518
v1
|
|
|
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-02449204
v1
|
|
|
Solar irradiation nowcasting by stochastic persistence: a new parsimonious, simple and efficient forecasting tool
Cyril Voyant
,
Gilles Notton
Renewable and Sustainable Energy Reviews, 2018, 92, pp.343-352
Article dans une revue
hal-01783937
v1
|
|
|
Periodic autoregressive prediction of global radiation without knowledge- based model implementation
Cyril Voyant
,
J.G. Gooijer
,
Gilles Notton
Solar Energy, 2018, 174, pp.121-129
Article dans une revue
hal-02449163
v1
|
|
|
Periodic Autoregressive Forecasting of Global Solar Irradiation Without Knowledge-based Model Implementation
Cyril Voyant
,
Jan G de Gooijer
,
Gilles Notton
Solar Energy, 2018
Article dans une revue
hal-01872340
v1
|
|
|
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-01759732
v1
|
|
|
Power ramp-rate control algorithm with optimal state-of-charge reference via dynamic programming.
Jean-Laurent Duchaud
,
Gilles Notton
,
Christophe Darras
,
Cyril Voyant
Energy, 2018, 149, pp.709-717
Article dans une revue
hal-01759746
v1
|
|
|
Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case
Cyril Voyant
,
Gilles Notton
,
Christophe Paoli
,
Alexis Fouilloy
,
Fabrice Motte
et al.
Article dans une revue
hal-01470994
v1
|
|
|
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-01426321
v1
|
|
|
Multi-layer Perceptron and Pruning
Cyril Voyant
,
Christophe Paoli
,
Marie-Laure Nivet
,
Gilles Notton
,
Fouilloy Alexis
et al.
Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8
Article dans une revue
hal-01591425
v1
|
|
|
A Short Synthesis Concerning Biological Effects and Equivalent Doses in Radiotherapy
Cyril Voyant
,
Daniel Julian
Journal of Radiology and Oncology, 2017, 1, pp.39 - 45
Article dans une revue
hal-01511504
v1
|
|
|
Hybridization of air quality forecasting models using machine learning and clustering: an original approach to detect pollutant peaks
Wani W. Tamas
,
Gilles Notton
,
Christophe Paoli
,
Marie-Laure Nivet
,
Cyril Voyant
Article dans une revue
hal-01243171
v1
|
|
|
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-01423959
v1
|
|
|
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-01291893
v1
|
|
|
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-03041989
v1
|
|
|
Statistical parameters as a means to a priori assess the accuracy of solar forecasting models
Cyril Voyant
,
Ted Soubdhan
,
Philippe Lauret
,
Mathieu David
,
Marc Muselli
Article dans une revue
hal-02462672
v1
|
|
|
Statistical parameters as a means to a priori assess the accuracy of solar forecasting models
Cyril Voyant
,
Ted Soubdhan
,
Philippe Lauret
,
Mathieu David
,
Marc Muselli
Energy Journal, 2015, pp.1
Article dans une revue
hal-01180041
v1
|
|
|
A benchmarking of machine learning techniques for solar radiation forecastingin an insular context
Philippe Lauret
,
Cyril Voyant
,
Ted Soubdhan
,
Mathieu David
,
Philippe Poggi
Solar Energy, 2015, pp.00
Article dans une revue
hal-01099211
v1
|
|
|
Heterogeneous transfer functionsMultiLayer Perceptron (MLP) for meteorological time series forecasting
C Voyant
,
Ml Nivet
,
C Paoli
,
M Muselli
,
G Notton
International Journal of Modeling, Simulation, and Scientific Computing, 2015, pp.100
Article dans une revue
hal-01099161
v1
|
|
|
A benchmarking of machine learning techniques for solar radiation forecasting in an insular context
Philippe Lauret
,
Cyril Voyant
,
Ted Soubdhan
,
Mathieu David
,
Philippe Poggi
Article dans une revue
hal-01101564
v1
|
|
|
Estimation of 5-min time-step data of tilted solar global irradiation using ANN model
Kahina Dahmani
,
Rabah Dizene
,
Gilles Notton
,
Christophe Paoli
,
Cyril Voyant
et al.
Energy, 2014, 70, pp.374-381
Article dans une revue
hal-01060219
v1
|
|
|
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-00932955
v1
|
|
|
Urban ozone concentration forecasting with artificial neural network in Corsica
Wani W. Tamas
,
Gilles Notton
,
Christophe Paoli
,
Cyril Voyant
,
Marie Laure Nivet
et al.
Mathematical modelling in Civil Engineering, 2014, 1, pp.33-41
Article dans une revue
hal-01062312
v1
|
|
|
Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting
Cyril Voyant
,
Gilles Notton
,
Christophe Paoli
,
Marie Laure Nivet
,
Marc Muselli
et al.
International Journal of Energy Technology and Policy, 2014
Article dans une revue
hal-00934872
v1
|
|
|
Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method
Cyril Voyant
,
Wani W. Tamas
,
Marie Laure Nivet
,
Gilles Notton
,
Christophe Paoli
et al.
International Journal of Modelling, Identification and Control, 2014
Article dans une revue
hal-01020794
v1
|
|
|
Biological effects and equivalent doses in radiotherapy: a software solution
Cyril Voyant
,
Daniel Julian
,
Rudy Roustit
,
Katia Biffi
,
Celine Lantieri Marcovici
Reports of Practical Oncology & Radiotherapy, 2013
Article dans une revue
hal-00853583
v1
|
|
|
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-00770249
v1
|
|
|
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-00862981
v1
|
|
|
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-00846823
v1
|
|
|
Hybrid methodology for hourly global radiation forecasting in Mediterranean area
Cyril Voyant
,
Marc Muselli
,
Christophe Paoli
,
Marie Laure Nivet
Article dans une revue
hal-00750486
v1
|
|
|
PV output power fluctuations smoothing: the MYRTE platform experience
C. Darras
,
Marc Muselli
,
Philippe Poggi
,
Cyril Voyant
,
J.-C. Hoguet
et al.
International Journal of Hydrogen Energy, 2012, 37 (19), pp.14015-14025
Article dans une revue
hal-00801625
v1
|
|
|
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-00657635
v1
|
|
|
Dosimetric uncertainties related to the elasticity of bladder and rectal walls: Adenocarcinoma of the prostate
Cyril Voyant
,
Katia Biffi
,
Delphine Leschi
,
Jerome Briancon
,
Celine Lantieri Marcovici
Article dans une revue
hal-00583222
v1
|
|
|
Therapeutic potential of atmospheric neutrons
Cyril Voyant
,
Rudy Roustit
,
Ifer Tatje
,
Katia Biffi
,
Jerome Briancon
et al.
Article dans une revue
hal-00557272
v1
|
|
|
Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation
Cyril Voyant
,
Marc Muselli
,
Christophe Paoli
,
Marie Laure Nivet
Article dans une revue
hal-00556471
v1
|
|
|
Mise en œuvre du contrôle de qualité d'une caméra TEMP-TDM
Cyril Voyant
Article dans une revue
hal-00458358
v1
|
|
|
Forecasting of preprocessed daily solar radiation time series using neural networks
Christophe Paoli
,
Cyril Voyant
,
Marc Muselli
,
Marie Laure Nivet
Article dans une revue
istex
hal-00537178
v1
|
|
|
Forecasting of preprocessed daily solar radiation time series using neural networks
Christophe Paoli
,
Cyril Voyant
,
Marc Muselli
,
Marie Laure Nivet
Article dans une revue
istex
hal-00522627
v1
|