Saint-Drenan Yves Marie Albert

Biographie

Publication(s)

• 2026
  Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive MIMO based ELM approach DOI : 10.1016/j.apenergy.2026.127599
• 2025
  Validating physical and semi-empirical satellite-based irradiance retrievals using high- and low-accuracy radiometric observations in a monsoon-influenced continental climate DOI : 10.5194/amt-18-7315-2025
• 2025
  Space-scale exploration of the poor reliability of deep learning models: The case of the remote sensing of rooftop photovoltaic systems DOI : 10.1017/eds.2025.13
• 2025
  Effects of clouds, aerosols and shadows on solar energy potential on urban rooftops using earth observation data and digital surface models DOI : 10.1016/j.apenergy.2025.126243
• 2025
  A Probabilistic Approach to Quantify the Uncertainty of the 1 Min Irradiance Estimates from the Copernicus Atmosphere Monitoring Service (CAMS) Radiation Service DOI : 10.1002/solr.202500568
• 2025
  On the importance of clearsky model in short-term solar radiation forecasting DOI : 10.1016/j.solener.2025.113490
• 2025
  On the Assessment of Hourly Means of Solar Irradiance at Ground Level in Clear-Sky Conditions by the ERA5, JRA-3Q, and MERRA-2 Reanalyses DOI : 10.3390/atmos16080949
• 2025
  Preliminary evaluation of a new tool for modeling all-sky spectral solar radiation on tilted orientations for agrivoltaic applications DOI : 10.1109/PVSC59419.2025.11133421
• 2024
  Improving cross-site generalisability of vision-based solar forecasting models with physics-informed transfer learning DOI : 10.1016/j.enconman.2024.118398
• 2024
  On the Relationships between Clear-Sky Indices in Photosynthetically Active Radiation and Broadband Ranges in Overcast and Broken-Cloud Conditions DOI : 10.3390/rs16193718
• 2024
  Validating global horizontal irradiance retrievals from Meteosat SEVIRI at increased spatial resolution against a dense network of ground-based observations DOI : 10.5194/amt-17-6003-2024
• 2024
  Remote-Sensing-Based Estimation of Rooftop Photovoltaic Power Production Using Physical Conversion Models and Weather Data † DOI : 10.3390/en17174353
• 2024
  Evidence of linear relationships between clear-sky indices in photosynthetically active radiation and broadband ranges DOI : 10.1127/metz/2023/1203
• 2023
  Corrigendum to “High resolution measurement network of global horizontal and tilted solar irradiance in southern Germany with a new quality control scheme” [Solar Energy 231 (2022) 593–606, (S0038092X21009828), (10.1016/j.solener.2021.11.023)] DOI : 10.1016/j.solener.2023.111961
• 2023
  C3S Energy: A climate service for the provision of power supply and demand indicators for Europe based on the ERA5 reanalysis and ENTSO-E data DOI : 10.1002/met.2145
• 2023
  A PERFORMANCE COMPARISON BETWEEN THE ISOLATED HYBRID ENERGY SYSTEM WITH AND WITHOUT BATTERY ENERGY STORAGE SYSTEM DOI : 10.1049/icp.2023.2754
• 2023
  Impacts of the Aerosol Representation in WRF-Solar Clear-Sky Irradiance Forecasts over CONUS DOI : 10.1175/JAMC-D-22-0059.1
• 2023
  Developing Support Service to ENTSO-E: Including the impacts of climate change in the Pan-European Climate Database (PECD) DOI : 10.1049/icp.2023.2719
• 2023
  Improvement of satellite-derived surface solar irradiance estimations using spatio-temporal extrapolation with statistical learning DOI : 10.1016/j.solener.2023.04.037
• 2023
  Retrieval of surface solar irradiance from satellite imagery using machine learning: pitfalls and perspectives DOI : 10.5194/amt-16-4165-2023
• 2023
  A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata DOI : 10.1038/s41597-023-01951-4
• 2023
  Further validation of the estimates of the downwelling solar radiation at ground level in cloud-free conditions provided by the McClear service: the case of Sub-Saharan Africa and the Maldives Archipelago DOI : 10.5194/amt-16-2001-2023
• 2023
  Performance assessment of SARIMA, MLP and LSTM models for short-term solar irradiance prediction under different climates in Morocco DOI : 10.1080/01430750.2022.2127889
• 2022
  Statistical learning for NWP post-processing: A benchmark for solar irradiance forecasting DOI : 10.1016/j.solener.2022.03.017
• 2022
  How sensitive is a carbon-neutral power sector to climate change? The interplay between hydro, solar and wind for Portugal DOI : 10.1016/j.energy.2021.122106
• 2022
  Towards Unsupervised Assessment with Open-Source Data of the Accuracy of Deep Learning-Based Distributed PV Mapping
• 2022
  Surface solar irradiation retrieval from MSG/SEVIRI based on APOLLO Next Generation and HELIOSAT-4 methods DOI : 10.1127/metz/2022/1132
• 2022
  An alternative cloud index for estimating downwelling surface solar irradiance from various satellite imagers in the framework of a Heliosat-V method DOI : 10.5194/amt-15-3683-2022
• 2022
  A simplified seasonal forecasting strategy, applied to wind and solar power in Europe DOI : 10.1016/j.cliser.2022.100318
• 2022
  Solar Radiation Nowcasting Using a Markov Chain Multi-Model Approach DOI : 10.3390/en15092996
• 2022
  Solar Energy Resource Assessment Using GHI and DNI Satellite Data for Moroccan Climate DOI : 10.1007/978-3-030-94188-8_26
• 2022
  High resolution measurement network of global horizontal and tilted solar irradiance in southern Germany with a new quality control scheme DOI : 10.1016/j.solener.2021.11.023
• 2021
  Assessing Solar: An Interactive Best Practices Guide to Solar Resource Assessment DOI : 10.18086/swc.2021.37.03
• 2021
  Expert quality control of solar radiation ground data sets DOI : 10.18086/swc.2021.38.02
• 2021
  Quantifying the sensitivity of european power systems to energy scenarios and climate change projections DOI : 10.1016/j.renene.2020.09.125
• 2021
  Climate proofing the renewable electricity deployment in Europe - Introducing climate variability in large energy systems models DOI : 10.1016/j.esr.2021.100657
• 2021
  A new approach for satellite-based probabilistic solar forecasting with cloud motion vectors DOI : 10.3390/en14164951
• 2021
  A visual support of standard procedures for solar radiation quality control DOI : 10.14710/ijred.2021.34806
• 2020
  Performance of CAMS Radiation Service and HelioClim-3 databases of solar radiation at surface: Evaluating the spatial variation in Germany DOI : 10.5194/asr-17-143-2020
• 2020
  Evaluation of 24-Hours forecasts of global solar irradiation from IFS, GFS and McClear models DOI : 10.1063/5.0032744
• 2020
  Short-term forecasting of large-scale clouds impact on downwelling surface solar irradiation DOI : 10.3390/en13246555
• 2020
  Less information, similar performance: Comparing machine learning-based time series ofwind power generation to renewables.ninja DOI : 10.3390/en13092277
• 2020
  A parametric model for wind turbine power curves incorporating environmental conditions DOI : 10.1016/j.renene.2020.04.123
• 2020
  Verification of deterministic solar forecasts DOI : 10.1016/j.solener.2020.04.019
• 2020
  Classifying direct normal irradiance 1-minute temporal variability from spatial characteristics of geostationary satellite-based cloud observations DOI : 10.1127/METZ/2020/0998
• 2020
  Beyond quadratic error: Case-study of a multiple criteria approach to the performance assessment of numerical forecasts of solar irradiance in the tropics DOI : 10.1016/j.rser.2019.109471
• 2019
  A climate projection dataset tailored for the European energy sector DOI : 10.1016/j.cliser.2019.100138
• 2019
  Bayesian parameterisation of a regional photovoltaic model – Application to forecasting DOI : 10.1016/j.solener.2019.06.053
• 2019
  Data-analysis and modelling of the effect of inter-row shading on the power production of photovoltaic plants DOI : 10.1016/j.solener.2019.03.086
• 2019
  Validation of surface solar irradiances estimates and forecast under clear-sky conditions from the CAMS McClear model in Benguerir, Morocco DOI : 10.1063/1.5117702
• 2018
  On the search for representative characteristics of PV systems: Data collection and analysis of PV system azimuth, tilt, capacity, yield and shading DOI : 10.1016/j.solener.2018.08.051
• 2017
  A probabilistic approach to the estimation of regional photovoltaic power production DOI : 10.1016/j.solener.2017.03.007
• 2017
  Towards an improved nowcasting method by evaluating power profiles of PV systems to detect apparently atypical behavior DOI : 10.1109/PVSC.2017.8366169
• 2017
  Critical weather situations for renewable energies – Part B: Low stratus risk for solar power DOI : 10.1016/j.renene.2016.09.002
• 2016
  Analysis of the uncertainty in the estimates of regional PV power generation evaluated with the upscaling method DOI : 10.1016/j.solener.2016.05.052
• 2016
  Towards an improved nowcasting method by evaluating power profiles of PV systems to detect apparently atypical behavior DOI : 10.1109/PVSC.2016.7749757
• 2016
  Assessing the impact of a solar eclipse on weather and photovoltaic production DOI : 10.1127/metz/2015/0672
• 2015
  An empirical approach to parameterizing photovoltaic plants for power forecasting and simulation DOI : 10.1016/j.solener.2015.07.024
• 2011
  Requirements of the power system for the integration of a large share of renewable energy sources
• 2011
  Regional nowcasting of the solar power production with PV-plant measurements and satellite images
• 2010
  On the future of energy supply in Germany: Your opinion is asked; [Zur zukünftigen Energieversorgung in Deutschland: Ihre Meinung ist gefragt]
• 2009
  Uncertainty in the vertical extrapolation of the wind speed due to the measurement accuracy of the temperature difference
• 2009
  Micro- & Meso-scale models for offshore wind speed profiles
• 2006
  The benefits of ICT for wind power integration demonstrated in the DISPOWER project
• 2006
  The influence of modelling accuracy on the determination of wind power capacity effects
• 2005
  Lead-acid batteries in stationary applications: Competitors and new markets for large penetration of renewable energies DOI : 10.1016/j.jpowsour.2004.10.026

Direction(s) de thèse(s)

• 2024 Méthodes supervisées et physiquement informées pour la prévision du rayonnement solaire à partir d’images satellites BANES Candice
• 2024 FishSPN1 : Fusion de données d'informations provenant d'une caméra fish-eye et d'un capteur pyranométrique global/direct/diffus sans pièces mobiles WEYAND Susanne
• 2024 Approche probabiliste pour l’optimisation de l’intégration de la production photovoltaïque distribuée dans le réseau électrique d’un territoire. Application à la Corse, un territoire faiblement interconnecté. JULIEN Alan
• 2023 Prévision hybride de l'irradiation solaire intra-horaire : une approche intégrée avec des images du ciel et satellites MEDDAHI Amar
• 2023 Réseaux simulés de caméras tout-ciel pour les nuages et le rayonnement solaire ARAGON CERECEDES Max
• 2023 Modélisation, caractérisation et prédiction de la variabilité du rayonnement solaire incident au so GOMEZ GOMEZ Jose
• 2022 Réseau de neurones convolutifs pour l’estimation du rayonnement solaire incident au sol pour une exploitation optimale des satellitesmétéorologiques géostationnaires de troisième génération BECQUET Vadim
• 2021 Améliorer la fiabilité des algorithmes d'apprentissage profond en vue d'accroitre l'observabilité des installations photovoltaïques en toiture en France KASMI Gabriel
• 2020 Estimation des composantes d’éclairement inclinées du ciel clair à base de la luminance descendantes et montantes tenant en compte la réflectance du sol BHAM Sara
• 2019 Etude de l’intégration de la prévision de la ressource solaire dans un système de gestion énergétique hybride solaire / combustible fossile pour des sites industriels isolés sans stockage ZHUANG Fuqiang
• 2017 Développement d’une méthodologie pour l’évaluation de l’incidence des variabilités interannuelles et de plus long-terme de la ressource solaire sur l’analyse de risque financier d’un projet de centrale solaire photovoltaïque TROLLIET Mélodie