Cyril Voyant

发表

Wind, solar and battery micro-grid optimal sizing in Tilos Island

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

forecasting of daily global radiation

Cyril Voyant, Marc Muselli, Christophe Paoli, 2011 .

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

Michel Fliess, Cyril Voyant, Cédric Join, 2018 .

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

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

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 .

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-horizon Irradiation Forecasting for Mediterranean Locations Using Time Series Models☆

Cyril Voyant, Christophe Paoli, Marie Laure Nivet, 2014 .

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.

The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice

Gilles Notton, Cyril Voyant, Marc Muselli, 2013 .

Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method pdf

Gilles Notton, Cyril Voyant, Marc Muselli, 2013, ArXiv.

Multi-horizon Irradiation Forecasting Using Time Series Models

Cyril Voyant, Marc Muselli, Christophe Paoli, 2013 .

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.

radiation time series using neural networks

Cyril Voyant, Marc Muselli, Christophe Paoli, 2010 .

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

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

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

Cyril Voyant, Marc Muselli, Christophe Paoli, 2014 .

A Bayesian Model Committee Approach to Forecasting Global Solar Radiation pdf

Cyril Voyant, Marc Muselli, Philippe Lauret, 2012, ArXiv.

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).

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

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

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.

Urban Ozone Concentration Forecasting with Artificial Neural Network in Corsica

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

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

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

La simulation numérique : de la prévision de l'irradiation solaire aux sciences du vivant. (the numerical simulation : from solar irradiation forecasting to life sciences)

Cyril Voyant, 2019 .

Verification of deterministic solar forecasts

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

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

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

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.

Kalman filtering and classical time series tools for global radiation prediction

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

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 .

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.

Hybrid methodology for hourly global radiation forecasting in Mediterranean area pdf

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

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

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

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

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

Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study

Cédric Join, Michel Fliess, Cyril Voyant, 2014, 3rd International Symposium on Environmental Friendly Energies and Applications (EFEA).

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 .

Multi-layer Perceptron and Pruning

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

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.

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.

Heterogeneous transfer functions multi-layer perceptron (MLP) for meteorological time series forecasting

Gilles Notton, Cyril Voyant, Marc Muselli, 2015, Int. J. Model. Simul. Sci. Comput..

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

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

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

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

Hourly Global Radiation Prediction from Geostationary Satellite Data

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

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

Cyril Voyant, Marc Muselli, Mathieu David, 2015 .

Forecasting of preprocessed daily solar radiation time series using neural networks

Cyril Voyant, Marc Muselli, Christophe Paoli, 2010 .

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

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

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

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

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

Cyril Voyant, Marc Muselli, Christophe Paoli, 2011 .

Machine learning methods for solar radiation forecasting: A review

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

Global irradiation interval forecasts based on artificial neural network

Jean-Laurent Duchaud, Gilles Notton, Alexis Fouilloy, 2017 .

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

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

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

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

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.

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

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

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

Cyril Voyant, Marc Muselli, Christophe Paoli, 2013 .

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

Cédric Join, Michel Fliess, Cyril Voyant, 2015 .

A Monte Carlo based solar radiation forecastability estimation

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

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

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

Forecasting of Intermittent Solar Energy Resource

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

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

Gilles Notton, Alexis Fouilloy, Cyril Voyant, 2017 .

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 .

PV output power fluctuations smoothing: The MYRTE platform experience

Cyril Voyant, Marc Muselli, Philippe Poggi, 2012 .