Cyril Voyant

Director of Research at the OIE Laboratory, Mines Paris - PSL (Sophia Antipolis).
127
Documents
Affiliation actuelle
  • Mines Paris - PSL (École nationale supérieure des mines de Paris)
Identifiants chercheurs

Présentation

Cyril

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Publications

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Transfer learning for wind speed forecasting: A scalable approach for data-scarce environments

Milan Despotovic , Gilles Notton , Cyril Voyant

International Journal of Green Energy, 2026, 23 (3), pp.669-684. ⟨10.1080/15435075.2025.2574524⟩

Article dans une revue hal-05312472v1
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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.

Renewable Energy, 2026, ⟨10.1016/j.renene.2025.123913⟩

Article dans une revue hal-05168419v1
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Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive MIMO based ELM approach

Cyril Voyant , Milan Despotovic , Luis Garcia-Gutierrez , Mohammed Asloune , Yves-Marie Saint-Drenan et al.

Applied Energy, 2026, 410, pp.127599. ⟨10.1016/j.apenergy.2026.127599⟩

Article dans une revue hal-05529303v1
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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

Sustainability, 2025, 17 (6400), ⟨10.3390/su17146400⟩

Article dans une revue hal-05160206v1
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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

Precision Oncology, 2025, 1 (1), ⟨10.3390/precisoncol1010002⟩

Article dans une revue hal-05409930v1

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.

Sustainable Energy Technologies and Assessments, 2025, 83, pp.104588. ⟨10.1016/j.seta.2025.104588⟩

Article dans une revue hal-05296353v1
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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-05115204v1
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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

Biomedical Journal of Scientific & Technical Research, 2025, ⟨10.26717/BJSTR.2025.62.009789⟩

Article dans une revue hal-05410326v1
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From Trends to Insights: A Text Mining Analysis of Solar Energy Forecasting (2017–2023)

Mohammed Asloune , Gilles Notton , Cyril Voyant

Energies, 2025, 18 (19), pp.5231. ⟨10.3390/en18195231⟩

Article dans une revue hal-05293309v1
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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.

Solar Energy, 2025, 301, pp.113821. ⟨10.1016/j.solener.2025.113821⟩

Article dans une revue hal-05220664v1
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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.

Solar Energy, 2025, 294, pp.113490. ⟨10.1016/j.solener.2025.113490⟩

Article dans une revue hal-05016612v1

Quality Control of Tilted Solar Irradiance: A Systematic and Generalizable Procedure

Mohammed Asloune , Gilles Notton , Cyril Voyant

Renewable Energy, 2025, pp.125090. ⟨10.1016/j.renene.2025.125090⟩

Article dans une revue hal-05427750v1

Verifying operational intra-day solar forecasts from ECMWF and NOAA

Dazhi Yang , Wenting Wang , Jamie Bright , Cyril Voyant , Gilles Notton et al.

Solar Energy, 2022, 236, pp.743-755. ⟨10.1016/j.solener.2022.03.004⟩

Article dans une revue hal-03996027v1

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

Renewable Energy, 2022, 199, pp.816-825. ⟨10.1016/j.renene.2022.09.042⟩

Article dans une revue hal-03996023v1

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

Sustainable Energy Technologies and Assessments, 2022, 54, pp.102886. ⟨10.1016/j.seta.2022.102886⟩

Article dans une revue hal-03996020v1

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

Renewable Energy, 2022, 183, pp.890-902. ⟨10.1016/j.renene.2021.11.028⟩

Article dans une revue hal-03996044v1

Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series

Luis Garcia-Gutierrez , Cyril Voyant , Gilles Notton , Javier Almorox

Applied Sciences, 2022, 12 (17), pp.8529. ⟨10.3390/app12178529⟩

Article dans une revue hal-03996010v1
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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.

Energy Reports, 2021, 7, pp.136-157. ⟨10.1016/j.egyr.2020.11.033⟩

Article dans une revue hal-03996057v1
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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-03162966v1

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

Energy, 2021, 236, pp.121486. ⟨10.1016/j.energy.2021.121486⟩

Article dans une revue hal-03996043v1
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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

Solar Energy, 2021, 224, pp.672-684. ⟨10.1016/j.solener.2021.06.011⟩

Article dans une revue hal-03996042v1

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-03041977v1

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. ⟨10.1109/ACCESS.2020.2990439⟩

Article dans une revue hal-03053216v1

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-03041875v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu et al.

Solar Energy, 2020, 210, pp.20-37. ⟨10.1016/j.solener.2020.04.019⟩

Article dans une revue hal-03053222v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu et al.

Solar Energy, 2020, 210, pp.20-37. ⟨10.1016/j.solener.2020.04.019⟩

Article dans une revue hal-04073399v1

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-03996054v1

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
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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

Applied Energy, 2019, 254 (113601), ⟨10.1016/j.apenergy.2019.113601⟩

Article dans une revue hal-02449473v1

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-02449215v1
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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-02448982v1

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.

Energies, 2019, 12 (7), pp.1365. ⟨10.3390/en12071365⟩

Article dans une revue hal-03996062v1

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

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

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-02449217v1
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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-01741926v1

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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Prediction bands for solar energy: New short-term time series forecasting techniques

Michel Fliess , Cédric Join , Cyril Voyant

Solar Energy, 2018, 166, pp.519-528. ⟨10.1016/j.solener.2018.03.049⟩

Article dans une revue hal-01736518v1
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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-01783937v1
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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.

Energy, 2018, 165, pp.620-629. ⟨10.1016/j.energy.2018.09.116⟩

Article dans une revue hal-04041776v1
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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-01872340v1

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-02449163v1
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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

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-01759746v1
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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.

Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩

Article dans une revue hal-01426321v1
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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.

Energy, 2017, 125, pp.248-257. ⟨10.1016/j.energy.2017.02.098⟩

Article dans une revue hal-01470994v1

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-01591425v1
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A Short Synthesis Concerning Biological Effects and Equivalent Doses in Radiotherapy

Cyril Voyant , Daniel Julian

Radiology and Oncology, 2017, 1, pp.39 - 45

Article dans une revue hal-01511504v1
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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

Aerosol and Air Quality Research, 2016, 16 (2), pp.405-416. ⟨10.4209/aaqr.2015.03.0193⟩

Article dans une revue hal-01243171v1

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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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

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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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-01099211v1

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, 2015, 90, pp.671-679. ⟨10.1016/j.energy.2015.07.089⟩

Article dans une revue hal-02462672v1
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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-01180041v1
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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-01099161v1
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A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

Philippe Lauret , Cyril Voyant , Ted Soubdhan , Mathieu David , Philippe Poggi

Solar Energy, 2015, 112, pp.446 - 457. ⟨10.1016/j.solener.2014.12.014⟩

Article dans une revue hal-01101564v1

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-01060219v1

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-01062312v1
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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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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-00934872v1
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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-01020794v1
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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-00853583v1
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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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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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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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Hybrid methodology for hourly global radiation forecasting in Mediterranean area

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet

Renewable Energy, 2013, pp.1. ⟨10.1016/j.renene.2012.10.049⟩

Article dans une revue hal-00750486v1

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-00801625v1
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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
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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

Cancer/Radiothérapie, 2011, 15 (3), pp.168-240. ⟨10.1016/j.canrad.2010.12.006⟩

Article dans une revue hal-00583222v1
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Therapeutic potential of atmospheric neutrons

Cyril Voyant , Rudy Roustit , Ifer Tatje , Katia Biffi , Jerome Briancon et al.

Reports of Practical Oncology & Radiotherapy, 2011, pp.111. ⟨10.1016/j.rpor.2010.11.002⟩

Article dans une revue hal-00557272v1
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Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet

Energy, 2011, 36 (1), pp.348-359. ⟨10.1016/j.energy.2010.10.032⟩

Article dans une revue hal-00556471v1
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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 istex hal-00537178v1
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Mise en œuvre du contrôle de qualité d'une caméra TEMP-TDM

Cyril Voyant

Médecine Nucléaire - Imagerie Fonctionnelle et Métabolique, 2010, pp.01.002. ⟨10.1016/j.mednuc.2010.01.002⟩

Article dans une revue hal-00458358v1

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 istex hal-00522627v1

Quality Check of Global Horizontal Irradiance Time Series

Luis Garcia-Gutierrez , Cyril Voyant , Gilles Notton , Michel Aillerie , Milan Despotovic

10th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Nov 2025, Starozagorski Bani, Stara Zagora, Bulgaria

Communication dans un congrès hal-05304810v1

Presentation and Research Perspectives of Collective Photovoltaic Self-Consumption and Energy Communities: A New Solution to Favorize the Energy Transition in Urban Areas

Gilles Notton , Nicolay Mihailov , Luis Garcia-Gutierrez , Cyril Voyant , Evstatiev Boris et al.

10th International Conference on Energy Efficiency and Agricultural Engineering (EEAE2025), Nov 2025, Starozagorski Bani, Stara Zagora, Bulgaria

Communication dans un congrès hal-05304827v1

Microgrid Rule-Based Control Energy Management with Probabilistic Solar Forecast

Ghjuvan Antone Faggianelli , Mohammed Asloune , Jean Laurent Duchaud , Cyril Voyant , Gilles Notton

2025 19th Conference on Electrical Machines, Drives and Power Systems (ELMA), Jun 2025, Sofia, France. pp.1-4, ⟨10.1109/ELMA65795.2025.11083483⟩

Communication dans un congrès hal-05187440v1

Developing a Digital Decision-Support Tool for Personalized treatment of Metastatic Thyroid Cancer

Marie Fusella Giuntini , Cyril Voyant , Dominique Barbolosi , David Taïeb

2025 International Cancer Research Conference, Mar 2025, Singapore, Singapore

Communication dans un congrès hal-05001759v1

The Linear Quadratic Model: Theoretical Overview and Application Examples

Cyril Voyant

27th National Cancer and Radiotherapy Congress, Sousse, Tunisie., 2024, Sousse, Tunisia

Communication dans un congrès hal-04926459v1

A New Approach to Solar Irradiance Forecasting: Using Complex-Valued Time Series

Cyril Voyant

11th International Conference on Energy, Sustainability and Climate Crisis (ESCC 2024 at Corfu, Greece), 2024, Corfu Island, Greece

Communication dans un congrès hal-04926470v1

Synergistic Integration of VMAT and 3DCRT in Breast Cancer Radiotherapy: Enhancing Therapeutic Precision

Cyril Voyant

The 16 th Annual World Cancer Congress-2024, Dublin, Ireland, 2024, 2024, Dublin, Ireland

Communication dans un congrès hal-04926465v1

Application of optimal energy management strategies in a microgrid using different energy pricing profiles

Sarah Ouedraogo , Ghjuvan Antone Faggianelli , Gilles Notton , Jean-Laurent Duchaud , Cyril Voyant

17th Conf. Sustainable Development Energy Water & Environment Systems (SDEWES), Jun 2022, Paphos (Cyprus), Cyprus

Communication dans un congrès hal-04642912v1

Energy Management Improvement in a PV/Battery Smart-grid by Integration of Solar Resource Forecasting

Gilles Notton , Ghjuvan Antone Faggianelli , Jean-Laurent Duchaud , Cyril Voyant , Sarah Ouedraogo et al.

2022 8th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Jun 2022, Ruse, Bulgaria. pp.1-4, ⟨10.1109/EEAE53789.2022.9831213⟩

Communication dans un congrès hal-03996047v1

Comparison of Energy Management Strategies in a Microgrid with Photovoltaic/Battery System

Sarah Ouedraogo , Ghjuvan-Antone Faggianelli , Guillaume Pigelet , Jean-Laurent Duchaud , Cyril Voyant et al.

2021 17th Conference on Electrical Machines, Drives and Power Systems (ELMA), Jul 2021, Sofia, Bulgaria. pp.1-5, ⟨10.1109/ELMA52514.2021.9503044⟩

Communication dans un congrès hal-03996050v1

Tilos, an autonomous Greek island thanks to a PV/Wind/Zebra battery plant and a smart Energy Management System

Gilles Notton , Marie-Laure Nivet , Cyril Voyant , Jean-Laurent Duchaud , Alexis Fouilloy et al.

2020 7th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Nov 2020, Ruse, Bulgaria. pp.1-4, ⟨10.1109/EEAE49144.2020.9279099⟩

Communication dans un congrès hal-03996053v1

Tilos, an autonomous Greek island thanks to a PV/Wind/Zebra battery plant and a smart Energy Management System.

Gilles Notton , Marie Laure Nivet , Cyril Voyant , Jean Laurent Duchaud , Alexis Fouilloy et al.

7th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE),, Nov 2020, Rousse, Bulgaria

Communication dans un congrès hal-03046036v1

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

Difficulties of solar PV integration in island electrical networks – case study in the French islands

Gilles Notton , Cyril Voyant , Jean Laurent Duchaud

Clima 2019, May 2019, Bucarest, Romania

Communication dans un congrès hal-02454123v1

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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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

Optimal Sizing of a Renewable Hybrid Power Plant with Storage

Jean Laurent Duchaud , Gilles Notton , Christophe Darras , Cyril Voyant

International Conference on Energy Engineering and Smart Grids ESG’2018, Jun 2018, Cambridge, United Kingdom

Communication dans un congrès hal-03045893v1

Regression trees and solar radiation forecasting: the boosting, bagging and ensemble learning cases

Fouilloy Alexis , Cyril Voyant , Gilles Notton , Jean Laurent Duchaud

2nd Int. Web Conf. on Forecasting – IWCF’2018, Oct 2018, Web, France

Communication dans un congrès hal-02454092v1
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Wind, solar and battery micro-grid optimal sizing in Tilos Island

Jean Laurent Duchaud , Gilles Notton , Fouilloy Alexis , Cyril Voyant

REM2018, Renewable Energy Integration with Mini/Microgrid, Sep 2018, Rhodes, Greece

Communication dans un congrès hal-03045912v1

Overview of the energy situation of French islands and focus on the Corsican situation

Gilles Notton , Jean Laurent Duchaud , Marie Laure Nivet , Cyril Voyant , Fouilloy Alexis

Clean Energy in European Islands, Apr 2018, Athènes, Greece

Communication dans un congrès hal-01759942v1

Multi-objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage.

Jean Laurent Duchaud , Gilles Notton , Christophe Darras , Cyril Voyant

13th SWEDES Conf.,, Sep 2018, Palerme, Italy

Communication dans un congrès hal-02454069v1
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Bounded global irradiation prediction based on multilayer perceptron and time series formalism

Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte , Alexis Fouilloy et al.

ELMA, May 2017, Sofia, Bulgaria. pp.82-85

Communication dans un congrès hal-01635218v1

Solar potential for building integrated solar collectors: Application in Bulgaria, Romania & France

Elio Rebillout , Gilles Notton , Cyril Voyant , Andrei Damian , Rodica Frunzulica et al.

15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, UTS, Jun 2017, Sofia, Bulgaria. pp.86-90

Communication dans un congrès hal-01591615v1
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Kalman filtering and classical time series tools for global radiation prediction

Cyril Voyant , Fabrice Motte , Alexis Fouilloy , Gilles Notton , Christophe Paoli et al.

4th International Conference on Energy, Sustainability and Climate Change, IRCC, Jun 2017, Santorin, Greece

Communication dans un congrès hal-01635209v1

Global irradiation interval forecasts based on artificial neural network

Alexis Fouilloy , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte et al.

1st International web conference on forecasting, Oct 2017, Giresun, Turkey

Communication dans un congrès hal-01635195v1

Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project

Gilles Notton , Marie Laure Nivet , Fabrice Motte , Cyril Voyant , Fouilloy Alexis et al.

15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, Jun 2017, Sofia, Bulgaria. pp.102-105

Communication dans un congrès hal-01591625v1
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Solar energy production: Short-term forecasting and risk management

Cédric Join , Michel Fliess , Cyril Voyant , Frédéric Chaxel

8th IFAC Conference on Manufacturing Modelling, Management & Control, MIM 2016, Jun 2016, Troyes, France. ⟨10.1016/j.ifacol.2016.07.790⟩

Communication dans un congrès hal-01272152v3

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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On meteorological forecasts for energy management and large historical data: A first look

Cyril Voyant , Cédric Join , Michel Fliess , Marie-Laure Nivet , Marc Muselli et al.

International Conference on Renewable Energies and Power Quality, ICREPQ'15, Mar 2015, La Coruña, Spain

Communication dans un congrès hal-01093635v2
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INFLUENCE OF GLOBAL SOLAR RADIATION TYPICAL DAYS ON FORECASTING MODELS ERROR

Ted Soubdhan , Cyril Voyant , Philippe Lauret

The Third Southern African Solar Energy Conference (SASEC2015), May 2015, Kruger National Park, South Africa

Communication dans un congrès hal-01099487v1
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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

Prédiction de concentration horaire d'ozone et de PM10 avec des Réseaux de Neurones Artificiels

Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet

Séminaire Charmex SOP1, Jan 2014, Toulouse, France

Communication dans un congrès hal-01062345v1
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Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study

Cédric Join , Cyril Voyant , Michel Fliess , Marc Muselli , Marie-Laure Nivet et al.

3rd International Symposium on Environment-Friendly Energies and Applications, EFEA 2014, Nov 2014, Paris, France

Communication dans un congrès hal-01068569v1
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CLEAR SKY MODELS ASSESSMENT FOR AN OPERATIONAL PV PRODUCTION FORECASTING SOLUTION

Sylvain Cros , Olivier Liandrat , Nicolas Sébastien , Nicolas Schmutz , Cyril Voyant

28th European Photovoltaic Solar Energy Conference and Exhibition, Sep 2013, France. pp.5BV.4.69

Communication dans un congrès hal-00870092v1
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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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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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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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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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The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice

Cyril Voyant , Dahmani Kahina , Gilles Notton , Christophe Paoli , Marie Laure Nivet et al.

first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria

Communication dans un congrès hal-00848844v1
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HOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATAHOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATA

Pierrick Haurant , Cyril Voyant , Marc Muselli , Marie Laure Nivet , Christophe Paoli

EU PVSEC 2013, Sep 2013, France

Communication dans un congrès hal-00865919v1

Atmospheric Pollutants concentration forecasting in Corsica

Wani W. Tamas , Gilles Notton , Christophe Paoli , Jean Luc Savelli , Marie Laure Nivet et al.

3nd Charmex International Workshop, Nov 2012, Cargese, France

Communication dans un congrès hal-00763976v1
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A BAYESIAN MODEL COMMITTEE APPROACH TO FORECASTING GLOBAL SOLAR RADIATION

Philippe Lauret , Auline Rodler , Marc Muselli , Mathieu David , Hadja Maïmouna Diagne et al.

WREF 2012 : World Renewable Energy Forum, May 2012, Denver, United States. pp.1

Communication dans un congrès hal-00682217v1

Optimization of an artificial neural network (ANN) dedicated to the daily global radiation and PV plant production forecasting using exogenous data

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet

25th European Photovoltaic Solar Energy Conference and Exhibition / 5th World Conference on Photovoltaic Energy Conversion, Sep 2010, Valencia, Spain. pp.5022 - 5024

Communication dans un congrès hal-00591306v1

Use of exogenous data to improve an artificial neural network dedicated to daily global radiation forecasting

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet

International Conference on Environment and Electrical Engineering, May 2010, Prague, Czech Republic. pp.49-52

Communication dans un congrès hal-00485887v1
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Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet , Philippe Poggi et al.

24th European Photovoltaic Solar Energy Conference, Sep 2009, Hamburg, Germany. pp.4141 - 4144, ⟨10.4229/24thEUPVSEC2009-5BV.2.35⟩

Communication dans un congrès hal-00442312v1
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Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet

International Conference on Intelligent Computing (ICIC 2009), Sep 2009, Ulsan, North Korea. pp.898-907, ⟨10.1007/978-3-642-04070-2_95⟩

Communication dans un congrès hal-00438781v1

Forecasting of Intermittent Solar Energy Resource

Gilles Notton , Cyril Voyant

Imene Yahyaoui. Advances in Renewable Energies and Power Technologies, Elsevier Science, pp.77-109, 2018, Advances in Renewable Energies and Power Technologies, 978-012-8131855

Chapitre d'ouvrage hal-01759851v1

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