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Mixture of Dirichlet distributions Cross-correlation Clustering AR model BESTEST Clear sky models Machine learning techniques CODYRUN Solar radiation Building energy simulation Intraday solar forecasting Coefficient of variation 24 Bayesian nonparametric Time scale separation Classification Statistical models Daily distributions Coefficient of variation Clearness index Clearness index kt
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    Ted Soubdhan

    Diplômes et Titres universitaires :

    1999 : DEA Mécanique Energétique, INPL/ UR.

    2003 : Docteur de l'Université des Antilles et de la Guyane

    2015 : Habilitation à Diriger des Recherches, Université des Antilles

    Projets de Recherche 

     PREVISOL-STECY: Prévsion de l'ensoleillement et Valorisation du Stockage d’Energie au sein d’un miCro-réseau hYbride îlotabe; 2012-2015

      SMO : Valorisation Energétique de la Biomasse par l’Energie Solaire, 2018-

    BEPOSDOM :  Bâtiments à Energie Positive en Climat Tropical , 2019- 

    ANR FORSEA : 

    ANR PYROSAR: 

     

    Participation à des jury de thèses 

    1. « Prévision multi-horizon de l’éclairement global horizontal pour la gestion intelligente du réseau électrique de distribution en région Occitanie » par Shab GBEMOU, sous la direction de Stéphane Grieu et Stéphane Thil, Université Perpignan Via Domitita, soutenance prévue le 16-12-2021, Rapporteur et membre du jury.

    2. «Satellite-based Methods for Intra-Day Solar Irradiation Forecast in French Guiana » par Maha Salloum, sous la direction de Laurent Linguet et Antoine Primerose, Université de la Guyane, soutenue le 08-11-2021, Rapporteur et Président du jury.

    3. «Modélisation stochastique de l’irradiance solaire : Application au clustering & downscaling»  par Azzedine Frimane sous la direction de Mohamed AGGOUR, Université IBN TOFAIL, soutenue le 25-12-2020, Rapporteur et membre du jury.

    4. " Estimation et prédiction de l’ensoleillement en zone intertropicale» par Mouhamet Diallo sous la direction de Frédérique Seyler et de Laurent Linguet . – Université de la Guyane, Soutenue le 18-12-2018, rapporteur et Président du jury.

    5.  "Analyse temps-fréquence des données de rayonnement solaire reçu au sol, par Marc Bengulescu sous la direction de Lucien Wald et de Philippe Blanc . - Paris Sciences et Lettres (ComUE),  Soutenue le 12-07-2017, rapporteur et membre du jury

    Participation à des jury d'HDR

     

    1. 1.     La simulation numérique : de la prévision de l'irradiation solaire aux sciences du vivant,  par Cyril Voyant sous la direction de Marc Musseli, Université de CORSE, soutenue le 21-06-2019, rapporteur et membre du jury

     

     

    Encadrement de Thèses de Doctorat

    1.  Modelisation realisation et experimentation d'un reacteur de gazeification cyclonique thermosolaire a plasma par Morgane Mary sous la direction de Ted Soubdhan - Université des Antilles, Soutenue le 05-07-2021.Thèse réalisée en partenariat et financée par la société NST, green TECH dans le domaine des énergies renouvelables.
    2.     Etude de matériaux biosourcés pour l'isolation thermique des bâtiments en climat tropical humide.  par Anel pierre Nelson sous la direction de Ted Soubdhan - Université des Antilles,  Soutenue le 15-10-2020, Financement Ambassade de France en Haiti et FEDER
    3.  Intégration des sources d'énergie renouvelable dans un réseau insulaire fragile : application au réseau de Port au Prince ,  par Paul Charles sous la direction de Ted Soubdhan et de Fateh Mehazzem . Université des Antilles,  Soutenue le 15-12-2020, Thèse menée en collaboration avec le Ministère des Travaux Publics et de l’énergie de la République d’Haïti, sur un financement de la Banque Mondiale.
    4.    Proposition d'un modèle de prévision spatio-temporel à court terme de l'ensoleillement global, à partir de trois sites en Guadeloupe par Maina Andre sous la direction de Ted Soubdhan - Université des Antilles,  Physique, Soutenue le 28-10-2015. Thèse avec Financement ADEME / Région Guadeloupe.

     

    Journal articles28 documents

    • Anel Nelson, Ted Soubdhan. Development of a numerical model of heat and mass transfer in biosourced materials. Journal of CESaRE, In press. ⟨hal-03396726⟩
    • Cyril Voyant, Philippe Lauret, Gilles Notton, Jean-Laurent Duchaud, Alexis Fouilloy, et al.. A Monte Carlo Based Solar Radiation Forecastability Estimation. Journal of Renewable and Sustainable Energy, AIP Publishing, 2021. ⟨hal-03162966⟩
    • Fateh Mehazzem, Abdellatif Reama, Paul Charles, Ted Soubdhan. Integral backstepping improvement versus classical and multiscalar backstepping controllers for water IM‐pump fed by backstepping MPPT PV source based on solar measurements in a tropical insular region. IET Renewable Power Generation, 2021, ⟨10.1049/rpg2.12217⟩. ⟨hal-03245529⟩
    • Stéphanie Monjoly, Maïna André, Rudy Calif, Ted Soubdhan. Forecast Horizon and Solar Variability Influences on the Performances of Multiscale Hybrid Forecast Model. Energies, MDPI, 2019, 12 (12), pp.2264. ⟨10.3390/en12122264⟩. ⟨hal-02282379⟩
    • Maïna André, Richard Perez, Ted Soubdhan, James Schlemmer, Rudy Calif, et al.. Preliminary assessment of two spatio-temporal forecasting technics for hourly satellite-derived irradiance in a complex meteorological context. Solar Energy, Elsevier, 2019, 177, pp.703-712. ⟨10.1016/j.solener.2018.11.010⟩. ⟨hal-02146308⟩
    • Maïna Andre, Stéphanie Monjoly, Rudy Calif, Ted Soubdhan. Forecast Horizon and Solar Variability Influences on the Performances of Multiscale Hybrid Forecast Model. Energies, MDPI, 2019, 12 (12), pp.2264. ⟨10.3390/en12122264⟩. ⟨hal-03463659⟩
    • Azeddine Frimane, Ted Soubdhan, Jamie M Bright, Mohammed Aggour. Nonparametric Bayesian-based recognition of solar irradiance conditions: Application to the generation of high temporal resolution synthetic solar irradiance data. Solar Energy, Elsevier, 2019, 182, pp.462-479. ⟨10.1016/j.solener.2019.02.052⟩. ⟨hal-02461765⟩
    • Maïna Andre, Stéphanie Monjoly, Rudy Calif, Ted Soubdhan, Richard Perez, et al.. Preliminary assessment of two spatio-temporal forecasting technics for hourly satellite-derived irradiance in a complex meteorological context. Solar Energy, Elsevier, 2019, 177, pp.703 - 712. ⟨10.1016/j.solener.2018.11.010⟩. ⟨hal-03463604⟩
    • Azeddine Frimane, Ted Soubdhan, Jamie Bright, Mohammed Aggour. Nonparametric Bayesian-based recognition of solar irradiance conditions: Application to the generation of high temporal resolution synthetic solar irradiance data. Solar Energy, Elsevier, 2019, 182, pp.462-479. ⟨10.1016/j.solener.2019.02.052⟩. ⟨hal-03135014⟩
    • Maïna Andre, Stéphanie Monjoly, Rudy Calif, Ted Soubdhan. Hourly forecasting of global solar radiation based on multiscale decomposition methods: A hybrid approach. Energy, Elsevier, 2017, 119, pp.288-298. ⟨10.1016/j.energy.2016.11.061⟩. ⟨hal-03463613⟩
    • Rudy Calif, Stéphanie Monjoly, Maïna André, Ted Soubdhan. Hourly forecasting of global solar radiation based on multiscale decomposition methods: A hybrid approach. Energy, Elsevier, 2017, 119, pp.288 - 298. ⟨10.1016/j.energy.2016.11.061⟩. ⟨hal-01688639⟩
    • Maïna André, Ted Soubdhan, Hanany Ould-Baba, Sophie Dabo-Niang. Predictive spatio-temporal model for spatially sparse global solar radiation data. Energy, Elsevier, 2016, 111, pp.599 - 608. ⟨10.1016/j.energy.2016.06.004⟩. ⟨hal-01823261⟩
    • Maïna Andre, Sophie Dabo-Niang, Ted Soubdhan, Hanany Ould-Baba. Predictive spatio-temporal model for spatially sparse global solar radiation data. Energy, Elsevier, 2016, 111, pp.599-608. ⟨10.1016/j.energy.2016.06.004⟩. ⟨hal-03463650⟩
    • Ted Soubdhan, Minh-Thang Do, Benoît Robyns. A study on the minimum duration of training data to provide a high accuracy forecast for PV generation between two different climatic zones. Renewable Energy, Elsevier, 2016, 85, pp.959-964. ⟨10.1016/j.renene.2015.07.057⟩. ⟨hal-01823260⟩
    • Ted Soubdhan, Joseph Ndong, Hanany Ould-Baba, Minh-Thang Do. A robust forecasting framework based on the Kalman filtering approach with a twofold parameter tuning procedure: Application to solar and photovoltaic prediction. Solar Energy, Elsevier, 2016, 131, pp.246 - 259. ⟨10.1016/j.solener.2016.02.036⟩. ⟨hal-01823262⟩
    • Rudy Calif, Ted Soubdhan. On the Use of the Coefficient of Variation to measure temporal correlation. Renewable Energy, Elsevier, 2015, 88, pp.192-198. ⟨10.1016/j.renene.2015.10.049⟩. ⟨hal-01528078⟩
    • Philippe Lauret, Cyril Voyant, Ted Soubdhan, Mathieu David, Philippe Poggi. A benchmarking of machine learning techniques for solar radiation forecastingin an insular context. Solar Energy, Elsevier, 2015, pp.00. ⟨hal-01099211⟩
    • John Boland, Ted Soubdhan. Corrigendum to “Spatial-temporal forecasting of solar radiation” [Renew Energy 75 (2015) 607–616]. Renewable Energy, Elsevier, 2015, 81, pp.952. ⟨10.1016/j.renene.2015.03.081⟩. ⟨hal-03135047⟩
    • Cyril Voyant, Ted Soubdhan, Philippe Lauret, Mathieu David, Marc Muselli. Statistical parameters as a means to a priori assess the accuracy of solar forecasting models. Energy Journal, International Association for Energy Economics, 2015, pp.1. ⟨hal-01180041⟩
    • Cyril Voyant, Ted Soubdhan, Philippe Lauret, Mathieu David, Marc Muselli. Statistical parameters as a means to a priori assess the accuracy of solar forecasting models. Energy, Elsevier, 2015, 90, pp.671-679. ⟨10.1016/j.energy.2015.07.089⟩. ⟨hal-02462672⟩
    • Philippe Lauret, Cyril Voyant, Ted Soubdhan, Mathieu David, Philippe Poggi. A benchmarking of machine learning techniques for solar radiation forecasting in an insular context. Solar Energy, Elsevier, 2015, 112, pp.446 - 457. ⟨10.1016/j.solener.2014.12.014⟩. ⟨hal-01101564⟩
    • Rudy Calif, Ted Soubdhan. On the Use of the Coefficient of Variation to measure Spatial and Temporal correlation of Global Solar Radiation. Renewable Energy, Elsevier, 2014, pp.99-999. ⟨hal-01099045⟩
    • Ted Soubdhan, Mohamed Abadi, Richard Emilion. Time Dependent Classification of Solar Radiation Sequences Using Best Information Criterion. Energy Procedia, Elsevier, 2014, 57, pp.1309-1316. ⟨10.1016/j.egypro.2014.10.121⟩. ⟨hal-03135050⟩
    • Rudy Calif, François G Schmitt, yongxiang Huang, Ted Soubdhan. Intermittency study of high frequency global solar radiation sequences under a tropical climate. Solar Energy, Elsevier, 2013, 98, pp.349-365. ⟨10.1016/j.solener.2013.09.018⟩. ⟨hal-01527892⟩
    • Rudy Calif, François G Schmitt, yongxiang Huang, Ted Soubdhan. Intermittency study of high frequency global solar radiation sequences under a tropical climate. Solar Energy, Elsevier, 2013, 98, pp.349-365. ⟨10.1016/j.solener.2013.09.018⟩. ⟨hal-00903410⟩
    • Rudy Calif, Richard Emilion, Ted Soubdhan. Classification of wind speed distributions using a mixture of Dirichlet mixtures. Renewable Energy, Elsevier, 2011, 36, pp.3091-3097. ⟨10.1016/j.renene.2011.03.024⟩. ⟨hal-01527881⟩
    • Ted Soubdhan, Richard Emilion, Rudy Calif. Classification of daily solar radiation distributions using a mixture of Dirichlet distributions. Solar Energy, Elsevier, 2009, 83 (7), pp.1056-1063. ⟨10.1016/j.solener.2009.01.010⟩. ⟨hal-02462662⟩
    • Ted Soubdhan, T. Feuillard, F. Bade. Experimental evaluation of insulation material in roofing system under tropical climate. Solar Energy, Elsevier, 2005, 79 (3), pp.311-320. ⟨10.1016/j.solener.2004.10.009⟩. ⟨hal-02462666⟩

    Conference papers15 documents

    • Guarry Montrose, Ted Soubdhan. Study of the Energy Efficiency of Buildings under Tropical Climate with a view to Sustainable Development: choice of Material adapted to the Protection of the Environment.. International Conference on Energy-Efficient Building Design and Performance Assessment ICEEBDPA, May 2021, MONTREAL, Canada. ⟨hal-03137643⟩
    • Guarry Montrose, Ted Soubdhan. Study of the Thermal Performance of Bio-sourced materials used as Thermal Insulation in Buildings under humid tropical climate.. International Conference on Energy Efficiency and Renewables in Buildings ICEERB, Apr 2021, PARIS, France. ⟨hal-03137640⟩
    • Guarry Montrose, Hamza Ezzoubairi, Ted Soubdhan. STUDIES OF THE INFLUENCE OF BIOSOURCED INSULATION ON THE THERMAL COMFORT OF BUILDINGS UNDER HUMID TROPICAL CLIMATE: CASE OF BANANA. Caribbean Academy of Science,22, Aug 2021, Guyana, Guyana. ⟨hal-03137669⟩
    • Paul Charles, Fateh Mehazzem, Ted Soubdhan. A Review on Optimal Power Flow Problems: Conventional and Metaheuristic Solutions. 2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES), Sep 2020, Bangkok, Thailand. pp.577-582, ⟨10.1109/SPIES48661.2020.9242994⟩. ⟨hal-03136713⟩
    • Paul Charles, Fateh Mehazzem, Ted Soubdhan. Comparative study between Interior Point and Particle Swarm methods for Optimal Renewable Distributed Generation location. 2020 6th International Conference on Electric Power and Energy Conversion Systems (EPECS), Oct 2020, Istanbul, Turkey. pp.40-45, ⟨10.1109/EPECS48981.2020.9304522⟩. ⟨hal-03136704⟩
    • Guarry Montrose, Ted Soubdhan. Eco Design and Control of Energy in Buildings in Tropical Climates: Method and Tools for the Design of Positive Energy Buildings.. Caribbean Science and Innovation Meeting, Oct 2019, Gosier, France. ⟨hal-03137679⟩
    • Paul Charles, Fateh Mehazzem, Ted Soubdhan. Optimization of the power flow (OPF) for the metropolitan electrical network of the Port au Prince. Caribbean Science and Innovation Meeting, Oct 2019, Gosier, France. ⟨hal-03137708⟩
    • Ted Soubdhan, Cyril Voyant, Philippe Lauret. INFLUENCE OF GLOBAL SOLAR RADIATION TYPICAL DAYS ON FORECASTING MODELS ERROR. The Third Southern African Solar Energy Conference (SASEC2015), May 2015, Kruger National Park, South Africa. ⟨hal-01099487⟩
    • Ted Soubdhan, R. Emilion. Stochastic Differential Equation for Modeling Global Solar Radiation Sequences. Modelling, Identification, and Control, Nov 2010, GOSIER, France. ⟨10.2316/P.2010.702-099⟩. ⟨hal-01823269⟩
    • Frédéric Dupont, Ted Soubdhan, Ruddy Blonbou, Rudy Calif, Jean-Louis Tuhault, et al.. Étude expérimentale des conditions d'apparition d'écoulements inverses en sortie d'un thermosiphon en convection naturelle d'air.. Congrès Français de Thermique 2008, Jun 2008, TOULOUSE, France. pp.241-246. ⟨hal-00292639⟩
    • F. Dupont, Ted Soubdhan, Ruddy Blonbou, Rudy Calif, Jean-Louis Tuhault, et al.. Étude expérimentale des conditions d'apparition d'écoulements inverses en sortie d'un thermosiphon en convection naturelle d'air. CONGRES FRANÇAIS DE THERMIQUE, Jun 2008, TOULOUSE, France. pp.PP. 241-246. ⟨hal-00394069⟩
    • Frédéric Dupont, Ted Soubdhan, Ruddy Blonbou, Jean-Louis Tuhault, F. Penot. Etude expérimentale de la convection naturelle en canal vertical chauffé à flux constant : Influence de l'angle d'inclinaison. Congrès Français de Thermique, SFT 2007, May 2007, Ile des Embiez, France. pp.343-348. ⟨hal-00293318⟩
    • Sébastien Regis, Ted Soubdhan, Rudy Calif, Mohamed Abadi, Ruddy Blonbou. Singularity detection in Solar Radiation Signal using wavelet transform. IEEE Power Engineering Society General Meeting, 2007., Jun 2007, United States. pp.10.1109/PES.2007.386160. ⟨hal-00692555⟩
    • Sebastien Regis, Ted Soubdhan, Rudy Calif, Mohammed Abadi, Ruddy Blonbou. Singularity detection in solar radiation signal using wavelet transform. IEEE PES, Jun 2007, Florida, United States. pp.1-5, ⟨10.1109/PES.2007.386160⟩. ⟨hal-02488598⟩
    • Ted Soubdhan, Tony Feuillard. Preliminary study of one minute solar radiation measurements under tropical climate. ISES SWC, Jun 2005, ORLANDO, United States. ⟨hal-03135039⟩

    Poster communications1 document

    • Maïna André, R. Perez, Ted Soubdhan, J. Schlemmer, Rudy Calif, et al.. Assesment of two spatio temporal forecasting technics for hourly satellite derived irradiance for a study case in the Caribbean isalnds. Caribbean Science and Innovation Meeting 2019, Oct 2019, Pointe-à-Pitre (Guadeloupe), France. ⟨hal-02581646⟩

    Book sections2 documents

    • Harry Boyer, Frédéric Miranville, Dimitri Bigot, Stéphane Guichard, Idriss Ingar, et al.. Heat transfer in buildings : application to air solar heating and Trombe wall design. InTech. Evaporation, condensation and heat transfer, InTech, pp.227-244, 2011, 978-953-307-583-9. ⟨10.5772/23025⟩. ⟨hal-00767482⟩
    • Ted Soubdhan, Thierry A. Mara, Harry Boyer, Anis younès. Use of BESTEST procedure to improve a building thermal simulation program. Elsevier. World Renewable Energy Congress VI Renewables: The Energy for the 21st Century World Renewable Energy Congress VI 1-7 July 2000 Brighton, UK, Elsevier, pp.1800-1803, 2000, 978-0-08-043865-8. ⟨hal-00767562⟩

    Preprints, Working Papers, ...4 documents

    • Fateh Mehazzem, Abdellatif Reama, Paul Charles, Ted Soubdhan. Integral Backstepping improvement vs Classical and Multiscalar Backstepping controllers for water IM-Pump fed by Backstepping MPPT PV source based on solar measurements in a tropical insular region. 2021. ⟨hal-03137628⟩
    • Azeddine Frimane, Ted Soubdhan, Jamie M Bright, Mohammed Aggour. Nonparametric Bayesian-based recognition of solar irradiance conditions: Application to the generation of high temporal resolution synthetic solar irradiance data. 2019. ⟨hal-02062839⟩
    • Ted Soubdhan, Richard Emilion, Rudy Calif. Classification of daily solar radiation distributions using a mixture of Dirichlet distributions.. 2008. ⟨hal-00289567⟩
    • Rudy Calif, Richard Emilion, Ted Soubdhan, Ruddy Blonbou. Wind speed classification using Dirichlet mixtures. 2008. ⟨hal-00319608v2⟩