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  1. Stochastic coefficient of variation: Assessing the variability and forecastability of solar irradiance

    Article • Renewable Energy, January 2026, Elsevier

    Professor cyril voyant

  2. A simple method for quickly estimating solar irradiance forecast errors

    Article • Solar Energy, November 2025, Elsevier

    Professor cyril voyant

  3. NICE k metrics: Unified and multidimensional framework for evaluat...

    Article • Sustainable Energy Technologies and Assessments, November 2025, Elsevier

    Professor cyril voyant

  4. From Trends to Insights: A Text Mining Analysis of Solar Energy Forecasting (2017–2023)

    Article • Energies, October 2025, MDPI AG

    Professor cyril voyant

  5. Improving Clinical Decision-Making in Radiotherapy: A Comparative Analysis of Linear-Quadratic LQ

    Article • Clinical Oncology, September 2025, Elsevier

    Professor cyril voyant

  6. 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

    Article • Sustainability, July 2025, MDPI AG

    Professor cyril voyant

  7. On the importance of clearsky model in short-term solar radiation forecasting

    Article • Solar Energy, July 2025, Elsevier

    Professor cyril voyant

  8. Microgrid Rule-Based Control Energy Management with Probabilistic Solar Forecast

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

  9. Improving Clinical Decision-Making in Radiotherapy: A Comparative Analysis of LQ and LQL Dose Models

    Article • March 2025, Cold Spring Harbor Laboratory Press

    Professor cyril voyant

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

    Article • Applied Energy, July 2024, Elsevier

    Professor cyril voyant

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

    Article • Renewable Energy and Power Quality Journal, January 2024, UK Zhende Publishing Limited Company

    Professor cyril voyant

  12. Hybrid VMAT-3DCRT as breast cancer treatment improvement tool

    Article • Scientific Reports, January 2024, Springer Science + Business Media

    Professor cyril voyant

  13. Hybrid VMAT-3DCRT as Breast Cancer Treatment Improvement Tool

    Article • March 2023, Springer Science + Business Media

    Professor cyril voyant

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

    Article • Sustainable Energy Technologies and Assessments, December 2022, Elsevier

    Professor cyril voyant

  15. Complex-valued time series based solar irradiance forecast

    Article • Journal of Renewable and Sustainable Energy, November 2022, American Institute of Physics

    Professor cyril voyant

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

    Article • Renewable Energy, November 2022, Elsevier

    Professor cyril voyant

  17. Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series

    Article • Applied Sciences, August 2022, MDPI AG

    Professor cyril voyant

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

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

  19. Benchmarks for solar radiation time series forecasting

    Article • Renewable Energy, May 2022, Elsevier

    Professor cyril voyant

  20. Verifying operational intra-day solar forecasts from ECMWF and NOAA

    Article • Solar Energy, April 2022, Elsevier

    Professor cyril voyant

  21. Solar Radiation Forecasting for Smart Building Applications

    Article • January 2022, Springer Science + Business Media

    Professor cyril voyant

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

    Article • Renewable Energy, January 2022, Elsevier

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, December 2021, Elsevier

    PhD Alban Kuriqi, Professor cyril voyant

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

    Article • Energy Reports, November 2021, Elsevier

    Professor cyril voyant

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

    Article • Solar Energy, August 2021, Elsevier

    Professor cyril voyant

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

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

  27. A Monte Carlo based solar radiation forecastability estimation

    Article • Journal of Renewable and Sustainable Energy, March 2021, American Institute of Physics

    Professor cyril voyant

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

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

  29. Verification of deterministic solar forecasts

    Article • Solar Energy, November 2020, Elsevier

    Professor cyril voyant

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

    Article • Energies, July 2020, MDPI AG

    Professor cyril voyant

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

    Article • Renewable Energy Focus, June 2020, Elsevier

    Professor cyril voyant

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

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Shamsuddin Shahid , Professor cyril voyant

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

    Article • Applied Energy, November 2019, Elsevier

    Professor cyril voyant

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

    Article • Renewable Energy, May 2019, Elsevier

    Professor cyril voyant

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

    Article • Energies, April 2019, MDPI AG

    Professor cyril voyant

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

    Article • Renewable Energy, March 2019, Elsevier

    Professor cyril voyant

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

    Article • Renewable Energy, February 2019, Elsevier

    Professor cyril voyant

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

    Article • Energy Procedia, February 2019, Elsevier

    Professor cyril voyant

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

    Article • Applied Sciences, January 2019, MDPI AG

    Professor cyril voyant

  40. Forecasting of Three Components of Solar irradiation for Building Applications

    Article • E3S Web of Conferences, January 2019, EDP Sciences

    Professor cyril voyant

  41. Difficulties of Solar PV Integration in Island Electrical Networks – Case Study in the French Islands

    Article • E3S Web of Conferences, January 2019, EDP Sciences

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, December 2018, Elsevier

    Professor cyril voyant

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

    Article • Solar Energy, November 2018, Elsevier

    Professor cyril voyant

  44. Prediction intervals for global solar irradiation forecasting using regression trees methods

    Article • Renewable Energy, October 2018, Elsevier

    Professor cyril voyant

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

    Article • Renewable and Sustainable Energy Reviews, September 2018, Elsevier

    Professor cyril voyant

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

    Article • Renewable and Sustainable Energy Reviews, May 2018, Elsevier

    Professor cyril voyant

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

    Article • Solar Energy, May 2018, Elsevier

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, April 2018, Elsevier

    Professor cyril voyant

  49. Forecasting of Intermittent Solar Energy Resource

    Article • January 2018, Elsevier

    Professor cyril voyant

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

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

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

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

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

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

  53. Machine learning methods for solar radiation forecasting: A review

    Article • Renewable Energy, May 2017, Elsevier

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, April 2017, Elsevier

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, February 2017, Elsevier

    Professor cyril voyant

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

    Article • Renewable Energy, May 2016, Elsevier

    Professor cyril voyant

  57. Solar energy production: Short-term forecasting and risk management

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Professor cyril voyant

  58. Numerical weather prediction or stochastic modelling: an objective criterion of choice for the global radiation forecasting

    Article • International Journal of Energy Technology and Policy, January 2016, Inderscience Publishers

    Professor cyril voyant

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

    Article • Aerosol and Air Quality Research, January 2016, Taiwan Association for Aerosol Research

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, October 2015, Elsevier

    Professor cyril voyant

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

    Article • International Journal of Modeling Simulation and Scientific Computing, June 2015, World Scientific Pub Co Pte Lt

    Professor cyril voyant

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

    Article • Solar Energy, February 2015, Elsevier

    Professor cyril voyant

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

    Article • Journal of Physics Conference Series, January 2015, Institute of Physics Publishing

    Professor cyril voyant

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

    Article • International Journal of Modelling Identification and Control, January 2015, Inderscience Publishers

    Professor cyril voyant

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

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

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

    Article • Proceedings of the Institution of Civil Engineers - Energy, June 2014, Elsevier

    Professor cyril voyant

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

    Article • Solar Energy, April 2014, Elsevier

    Professor cyril voyant

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

    Article • Journal of Physics Conference Series, March 2014, Institute of Physics Publishing

    Professor cyril voyant

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

    Article • Applied Energy, February 2014, Elsevier

    Professor cyril voyant

  70. Multi-horizon Irradiation Forecasting for Mediterranean Locations Using Time Series Models

    Article • Energy Procedia, January 2014, Elsevier

    Professor cyril voyant

  71. Biological effects and equivalent doses in radiotherapy: A software solution

    Article • Reports of Practical Oncology & Radiotherapy, January 2014, Elsevier

    Professor cyril voyant

  72. Urban Ozone Concentration Forecasting with Artificial Neural Network in Corsica

    Article • Mathematical Modelling in Civil Engineering, January 2014, De Gruyter

    Professor cyril voyant

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

    Article • Renewable and Sustainable Energy Reviews, December 2013, Elsevier

    Professor cyril voyant

  74. Hybrid methodology for hourly global radiation forecasting in Mediterranean area

    Article • Renewable Energy, May 2013, Elsevier

    Professor cyril voyant

  75. Twenty four hours ahead global irradiation forecasting using multi-layer perceptron

    Article • Meteorological Applications, March 2013, Wiley

    Professor cyril voyant

  76. PV output power fluctuations smoothing: The MYRTE platform experience

    Article • International Journal of Hydrogen Energy, October 2012, Elsevier

    Professor cyril voyant

  77. Étude dosimétrique rétrospective sur l’apport du couple tomolymphoscintigraphie-TDM dans la radiothérapie externe des aires ganglionnaires mammaires

    Article • Médecine Nucléaire, April 2012, Elsevier

    Professor cyril voyant

  78. Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

    Article • Proceedings of the Institution of Civil Engineers - Energy, March 2012, Elsevier

    Professor cyril voyant

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

    Article • Cancer/Radiothérapie, July 2011, Elsevier

    Professor cyril voyant

  80. Therapeutic potential of atmospheric neutrons

    Article • Reports of Practical Oncology & Radiotherapy, January 2011, Elsevier

    Professor cyril voyant

  81. Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation

    Article • Proceedings of the Institution of Civil Engineers - Energy, January 2011, Elsevier

    Professor cyril voyant

  82. Forecasting of preprocessed daily solar radiation time series using neural networks

    Article • Solar Energy, December 2010, Elsevier

    Professor cyril voyant

  83. Acte gratuit cherche contre-don

    Article • Bulletin Amades, October 2010, OpenEdition

    Professor cyril voyant

  84. Mise en œuvre du contrôle de qualité en médecine nucléaire

    Article • Médecine Nucléaire, March 2010, Elsevier

    Professor cyril voyant

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

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor cyril voyant

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

    Article • January 2009, Springer Science + Business Media

    Professor cyril voyant

  87. Comparaison dosimétrique de trois balistiques prostatiques : radiothérapie conformationnelle tridimensionnelle, arcthérapie coplanaire et arcthérapie non-coplanaire

    Article • Cancer/Radiothérapie, September 2008, Elsevier

    Professor cyril voyant

  88. Clio sells sterling short

    Article • Explorations in Economic History, January 1971, Elsevier

    Professor cyril voyant