C. Voyant

发表

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

Michel Fliess, Cyril Voyant, Cédric Join, 2018 .

Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

G. Notton, C. Voyant, M. Nivet, 2018 .

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

G. Notton, C. Voyant, A. Fouilloy, 2019, Renewable Energy.

Prediction intervals for global solar irradiation forecasting using regression trees methods

G. Notton, C. Voyant, M. Nivet, 2018, Renewable Energy.

Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability

Jean-Laurent Duchaud, Gilles Notton, Alexis Fouilloy, 2018, Energy.

Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

Influence of global solar radiation typical days on forecasting models error

T. Soubdhan, P. Lauret, C. Voyant, 2015 .

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

T. Soubdhan, M. David, P. Lauret, 2015 .

Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria

G. Notton, C. Voyant, M. Nivet, 2013 .

Clear Sky Models Assessment for an Operational PV Production Forecasting Solution

S. Cros, N. Schmutz, C. Voyant, 2013 .

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

Gilles Notton, Cyril Voyant, Christophe Paoli, 2016 .

Global solar radiation prediction over North Dakota using air temperature : Development of novel hybrid intelligence model

Sinan Q. Salih, Mohammed Majeed Hameed, Asaad M. Armanuos, 2021 .

Verification of deterministic solar forecastsAll co-authors are listed in alphabetical order

Jamie M. Bright, Oscar Perpiñán Lamigueiro, H. Beyer, 2020 .

Forecasting of Three Components of Solar irradiation for Building Applications

G. Notton, C. Voyant, M. Nivet, 2019, E3S Web of Conferences.

Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site

G. Notton, C. Voyant, M. Nivet, 2017 .

Dosimetric uncertainties related to the elasticity of bladder and rectal walls: adenocarcinoma of the prostate.

C. Voyant, C. Lantieri, K. Biffi, 2011, Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique.

Solar irradiation prediction intervals based on Box–Cox transformation and univariate representation of periodic autoregressive model

Z. Yaseen, G. Notton, C. Voyant, 2020, Renewable Energy Focus.

Heterogeneous transfer functionsMultiLayer Perceptron (MLP) for meteorological time series forecasting

M. Muselli, G. Notton, C. Voyant, 2019 .

[Dose comparison between three planing prostate: 3D conformational radiotherapy, coplanar arctherapy and non-coplanar arctherapy].

C. Voyant, C. Lantieri, K. Biffi, 2008, Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique.

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

G. Notton, C. Voyant, J. Duchaud, 2022, 2022 8th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE).

Forecasting of preprocessed daily solar radiation time series using neural networks

Cyril Voyant, Marc Muselli, Christophe Paoli, 2010 .

Dosimetric uncertainties related to the elasticity of bladder and rectal walls: adenocarcinoma of the prostate.

Celine Lantieri Marcovici, C. Voyant, C. Lantieri, 2011, Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique.

Impact of electricity tariffs and energy management strategies on PV/Battery microgrid performances

G. Notton, C. Voyant, J. Duchaud, 2022, Renewable Energy.

Complex-valued time series based solar irradiance forecast

P. Lauret, G. Notton, C. Voyant, 2022, Journal of Renewable and Sustainable Energy.

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

G. Notton, C. Voyant, L. Stoyanov, 2017, 2017 15th International Conference on Electrical Machines, Drives and Power Systems (ELMA).

Effect of the meta parameters on a model predictive algorithm for renewable micro-grid optimal control

G. Notton, C. Voyant, J. Duchaud, 2022, Sustainable Energy Technologies and Assessments.

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

G. Notton, C. Voyant, J. Duchaud, 2021, 2021 17th Conference on Electrical Machines, Drives and Power Systems (ELMA).

Contribution of ordinal variables to short-term global solar irradiation forecasting for sites with low variabilities

G. Notton, C. Voyant, M. Guermoui, 2021, Renewable Energy.

Bounded global irradiation prediction based on multilayer perceptron and time series formalism

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017, 2017 15th International Conference on Electrical Machines, Drives and Power Systems (ELMA).

Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks

Gilles Notton, Cyril Voyant, Marie Laure Nivet, 2016 .

Statistical parameters as a means to a priori assess the accuracy of solar forecasting models

Cyril Voyant, Marc Muselli, Mathieu David, 2015 .

Twenty four hours ahead global irradiation forecasting using multi‐layer perceptron

Cyril Voyant, Marc Muselli, Christophe Paoli, 2014 .

Time series modeling and large scale global solar radiation forecasting from geostationary satellites data pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2014, ArXiv.

Urban Ozone Concentration Forecasting with Artificial Neural Network in Corsica

Gilles Notton, Cyril Voyant, Christophe Paoli, 2013, ArXiv.

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

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

Machine learning methods for solar radiation forecasting: A review

Soteris A. Kalogirou, Gilles Notton, Alexis Fouilloy, 2017 .

Verification of deterministic solar forecasts

Hadrien Verbois, Yves-Marie Saint-Drenan, R. Urraca, 2020, Solar Energy.

Solar energy production: Short-term forecasting and risk management pdf

Cédric Join, Michel Fliess, Cyril Voyant, 2016, ArXiv.

A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction

Sinan Q. Salih, Zaher Mundher Yaseen, Hai Tao, 2020, IEEE Access.

Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2012, ArXiv.

Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review

C. Voyant, N. Bailek, J. Almorox, 2021 .

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

G. Notton, K. Chalvatzis, G. Notton, 2019, Renewable Energy.

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

J. Kaldellis, G. Notton, C. Voyant, 2020, 2020 7th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE).

Biological effects and equivalent doses in radiotherapy: a software solution

Cyril Voyant, Daniel Julian, Rudy Roustit, 2013, Reports of practical oncology and radiotherapy : journal of Greatpoland Cancer Center in Poznan and Polish Society of Radiation Oncology.

Forecasting of Intermittent Solar Energy Resource

Gilles Notton, Cyril Voyant, G. Notton, 2018 .

24-hours ahead global irradiation forecasting using Multi-Layer Perceptron

Cyril Voyant, Marc Muselli, Christophe Paoli, 2013 .

Hybrid VMAT-3DCRT as Breast Treatment Improvement Tool

C. Voyant, D. Leschi, S'everine Prapant, 2023, 2302.12009.

Hybrid renewable power plant sizing – Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos

Jean-Laurent Duchaud, Gilles Notton, Alexis Fouilloy, 2019, Applied Energy.

Verifying operational intra-day solar forecasts from ECMWF and NOAA

Jamie M. Bright, Dazhi Yang, G. Notton, 2022, Solar Energy.

Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2009, ICIC.

Therapeutic potential of atmospheric neutrons.

C. Voyant, K. Biffi, D. Leschi, 2011, Reports of practical oncology and radiotherapy : journal of Greatpoland Cancer Center in Poznan and Polish Society of Radiation Oncology.

Bayesian rules and stochastic models for high accuracy prediction of solar radiation pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2013, ArXiv.

Hourly Global Radiation Prediction from Geostationary Satellite Data

Cyril Voyant, Marie Laure Nivet, Pierrick Haurant, 2013 .

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

Jean-Laurent Duchaud, Gilles Notton, Cyril Voyant, 2018, Renewable Energy.

Optimization of an artificial neural network dedicated to the multivariate forecasting of daily glob

Cyril Voyant, Marc Muselli, Christophe Paoli, 2011 .

Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model

Gilles Notton, Cyril Voyant, Marie Laure Nivet, 2014 .

radiation time series using neural networks

Cyril Voyant, Marc Muselli, Christophe Paoli, 2010 .

Designing a New Data Intelligence Model for Global Solar Radiation Prediction: Application of Multivariate Modeling Scheme

Nadhir Al-Ansari, Hossein Bonakdari, Isa Ebtehaj, 2019, Energies.

Periodic autoregressive forecasting of global solar irradiation without knowledge-based model implementation

Gilles Notton, Cyril Voyant, Jan G. De Gooijer, 2018, Solar Energy.

Value of deterministic day-ahead forecasts of PV generation in PV + Storage operation for the Australian electricity market

M. David, P. Lauret, J. Boland, 2021, Solar Energy.

Solar irradiation nowcasting by stochastic persistence: A new parsimonious, simple and efficient forecasting tool

Gilles Notton, Cyril Voyant, G. Notton, 2018, Renewable and Sustainable Energy Reviews.

Hybrid methodology for hourly global radiation forecasting in Mediterranean area pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2012, ArXiv.

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

Gilles Notton, Cyril Voyant, Marc Muselli, 2014, ArXiv.

Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2019, Applied Sciences.

A Monte Carlo based solar radiation forecastability estimation

Zaher Mundher Yaseen, Jean-Laurent Duchaud, Gilles Notton, 2021, Journal of Renewable and Sustainable Energy.

Trade-Off between Precision and Resolution of a Solar Power Forecasting Algorithm for Micro-Grid Optimal Control

Jean-Laurent Duchaud, Gilles Notton, Alexis Fouilloy, 2020, Energies.

Complex-Valued Time Series Based Prediction: Case of Solar Irradiance Probabilistic Prediction

G. Notton, C. Voyant, J. Duchaud, 2022 .

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, 2010 .

Use of exogenous data to improve an Artificial Neural Networks dedicated to daily global radiation forecasting

Cyril Voyant, Marc Muselli, Christophe Paoli, 2010, 2010 9th International Conference on Environment and Electrical Engineering.

forecasting of daily global radiation

Cyril Voyant, Marc Muselli, Christophe Paoli, 2011 .

Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks pdf

Cyril Voyant, Christophe Paoli, Marie Laure Nivet, 2009, ArXiv.

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

M. Fliess, C. Join, C. Voyant, 2018 .

Meteorological time series forecasting with pruned multi-layer perceptron and two-stage Levenberg-Marquardt method pdf

Gilles Notton, Cyril Voyant, Marc Muselli, 2014, International journal of Modeling, identification and control.

Multi-layer Perceptron and Pruning

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting pdf

Gilles Notton, Cyril Voyant, Marc Muselli, 2014, ArXiv.

Multi-horizon solar radiation forecasting for Mediterranean locations using time series models pdf

Cyril Voyant, Marc Muselli, Christophe Paoli, 2013, ArXiv.

Power ramp-rate control algorithm with optimal State of Charge reference via Dynamic Programming

Jean-Laurent Duchaud, Gilles Notton, Cyril Voyant, 2018 .

Benchmarks for solar radiation time series forecasting

Jamie M. Bright, Dazhi Yang, G. Notton, 2022, Renewable Energy.

Solar irradiance time series forecasting using auto-regressive and extreme learning methods: Influence of transfer learning and clustering

C. Voyant, Milan Despotovic, L. Garcia-Gutierrez, 2024, Applied Energy.