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Mathieu David

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Probabilistic Solar Forecasts as a Binary Event Using a Sky Camera

Mathieu David , Joaquín Alonso-Montesinos , Josselin Le Gal La Salle , Philippe Lauret
Energies, 2023, Special Issue Intelligent Forecasting and Optimization in Electrical Power Systems II, 16 (20), pp.7125. ⟨10.3390/en16207125⟩
Journal articles hal-04140102v2
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Solar Forecasts Based on the Clear Sky Index or the Clearness Index: Which Is Better?

Philippe Lauret , Rodrigo Alonso-Suárez , Josselin Le Gal La Salle , Mathieu David
Solar, 2022, 2 (4), pp.432-444. ⟨10.3390/solar2040026⟩
Journal articles hal-03964785v1
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A more efficient microgrid operation through the integration of probabilistic solar forecasts

Faly H Ramahatana , Josselin Le Gal La Salle , Philippe Lauret , Mathieu David
Sustainable Energy, Grids and Networks, 2022, pp.100783. ⟨10.1016/j.segan.2022.100783⟩
Journal articles hal-03692592v1

Modelling of occupant behaviour in non-residential mixed-mode buildings: The distinctive features of tropical climates

Maareva Payet , Mathieu David , Philippe Lauret , Manar Amayri , Stéphane Ploix
Energy and Buildings, 2022, 259, pp.111895. ⟨10.1016/j.enbuild.2022.111895⟩
Journal articles hal-03602309v1
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Comparison of Two Solar Probabilistic Forecasting Methodologies for Microgrids Energy Efficiency

Luis Mazorra-Aguiar , Philippe Lauret , Mathieu David , Albert Oliver , Gustavo Montero
Energies, 2021, 14 (6), pp.1679. ⟨10.3390/en14061679⟩
Journal articles hal-03205083v1
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A new climatology reference model to benchmark probabilistic solar forecasts

Josselin Le Gal La Salle , Mathieu David , Philippe Lauret
Solar Energy, 2021, 223, pp.398-414. ⟨10.1016/j.solener.2021.05.037⟩
Journal articles hal-03268282v1
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A Monte Carlo Based Solar Radiation Forecastability Estimation

Cyril Voyant , Philippe Lauret , Gilles Notton , Jean-Laurent Duchaud , Alexis Fouilloy
Journal of Renewable and Sustainable Energy, 2021
Journal articles hal-03162966v1
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Added-value of ensemble prediction system on the quality of solar irradiance probabilistic forecasts

Josselin Le Gal La Salle , Jordi Badosa , Mathieu David , Pierre Pinson , Philippe Lauret
Renewable Energy, 2020, 162, pp.1321-1339. ⟨10.1016/j.renene.2020.07.042⟩
Journal articles hal-02952551v1

Intra-day solar probabilistic forecasts including local short-term variability and satellite information

R. Alonso-Suárez , Mathieu David , V. Branco , Philippe Lauret
Renewable Energy, 2020, 158, pp.554-573. ⟨10.1016/j.renene.2020.05.046⟩
Journal articles hal-02899288v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu
Solar Energy, 2020, 210, pp.20-37. ⟨10.1016/j.solener.2020.04.019⟩
Journal articles hal-03053222v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu
Solar Energy, 2020, 210, pp.20-37. ⟨10.1016/j.solener.2020.04.019⟩
Journal articles hal-04073399v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu
Journal articles hal-02899290v1
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Sensitivity analysis and optimization of a compressed air energy storage (CAES) system powered by a photovoltaic plant to supply a building

Sidiki Simpore , François Garde , Mathieu David , Olivier Marc Marc , Jean Castaing-Lasvignottes
Procedia Manufacturing, 2019, 35, pp.137-142. ⟨10.1016/j.promfg.2019.05.016⟩
Journal articles hal-02288863v1
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Performance evaluation and post-occupancy evaluation of a naturally ventilated lecture theatre in Reunion Island

Maareva Payet , Mathieu David , Jacques Gandemer , François Garde
Journal of Physics: Conference Series, 2019, 1343, pp.1-6/012189. ⟨10.1088/1742-6596/1343/1/012189⟩
Journal articles hal-02372485v1
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Economic optimization of micro-grid operations by dynamic programming with real energy forecast

Faly H. Ramahatana Andriamasomanana , Mathieu David
Journal of Physics: Conference Series, 2019, 1343, pp.012067. ⟨10.1088/1742-6596/1343/1/012067⟩
Journal articles hal-02372500v1
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Verification of solar irradiance probabilistic forecasts

Philippe Lauret , Mathieu David , Pierre Pinson
Solar Energy, 2019, 194, pp.254-271. ⟨10.1016/j.solener.2019.10.041⟩
Journal articles hal-02351342v1

Comparison of intraday probabilistic forecasting of solar irradiance using only endogenous data

Mathieu David , Luis Mazorra Aguiar , Philippe Lauret
International Journal of Forecasting, 2018, 34 (3), pp.529 - 547. ⟨10.1016/j.ijforecast.2018.02.003⟩
Journal articles hal-01796782v1

Assessment of machine learning techniques for deterministic and probabilistic intra-hour solar forecasts

Hugo T.C. Pedro , Carlos F.M. Coimbra , Mathieu David , Philippe Lauret
Renewable Energy, 2018, 123, pp.191 - 203. ⟨10.1016/j.renene.2018.02.006⟩
Journal articles hal-01735477v1
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Probabilistic Solar Forecasting Using Quantile Regression Models

Philippe Lauret , Mathieu David , Hugo Pedro
Energies, 2017, 10 (10), ⟨10.3390/en10101591⟩
Journal articles hal-01617867v1

Spatial and Temporal Variability of Solar Energy

Richard Perez , Mathieu David , Thomas E. Hoff , Mohammad Jamaly , Sergey Kivalov
Foundations and Trends® in Renewable Energy, 2016, ⟨10.1561/2700000006⟩
Journal articles hal-01467044v1

Characterization of the intraday variability regime of solar irradiation of climatically distinct locations

Philippe Lauret , Richard Perez , L. Mazorra Aguiar , Emeric Tapaches , Hadja Maïmouna Diagne
Solar Energy, 2016, 125, pp.99-110. ⟨10.1016/j.solener.2015.11.032⟩
Journal articles hal-01248900v1
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Combining solar irradiance measurements, satellite-derived data and a numerical weather prediction model to improve intra-day solar forecasting

Luis Mazorra Aguiar , B. Pereira , Philippe Lauret , F. Díaz , Mathieu David
Renewable Energy, 2016, 97, ⟨10.1016/j.renene.2016.06.018⟩
Journal articles hal-01334564v1

Combining solar irradiance measurements, satellite-derived data and a numerical weather prediction model to improve intra-day solar forecasting

L. Mazorra Aguiar , B. Pereira , Philippe Lauret , F. Díaz , Mathieu David
Renewable Energy, 2016, 97, pp.599 - 610. ⟨10.1016/j.solener.2015.11.032⟩
Journal articles hal-01403554v1
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A heuristic approach for optimal sizing of ESS coupled with intermittent renewable sources systems

Laurent Bridier , David Hernández-Torres , Mathieu David , Philippe Lauret
Renewable Energy, 2016, 91, pp.155-165. ⟨10.1016/j.renene.2016.01.021⟩
Journal articles hal-01306553v1
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Probabilistic forecasting of the solar irradiance with recursive ARMA and GARCH models

Mathieu David , Faly H. Ramahatana Andriamasomanana , P.J. Trombe , Philippe Lauret
Solar Energy, 2016, 133, pp.55-72. ⟨10.1016/j.solener.2016.03.064⟩
Journal articles hal-01310208v1

Simulating a Compressed Air Energy Storage System for a Net Zero Energy Building in Tropics

Jean Castaing-Lasvignottes , Mathieu David , Sidiki Simpore , Olivier Marc Marc , François Garde
International Journal of Thermodynamics, 2016, ⟨10.5541/ijot.5000153492⟩
Journal articles hal-01467039v1

Short term solar radiation forecasting: Island versus continental sites

John Boland , Mathieu David , Philippe Lauret
Journal articles hal-01352228v1
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Solar Forecasting in a Challenging Insular Context

Philippe Lauret , Elke Lorenz , Mathieu David
Atmosphere, 2016, 7 (2), ⟨10.3390/atmos7020018⟩
Journal articles hal-01265203v1
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A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

Philippe Lauret , Cyril Voyant , Ted Soubdhan , Mathieu David , Philippe Poggi
Solar Energy, 2015, 112, pp.446 - 457. ⟨10.1016/j.solener.2014.12.014⟩
Journal articles hal-01101564v1
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A Method to Evaluate Energy Performance of Buildings Cooled by Room Air Conditioners

Franck Lucas , Pascal Ortega , Mathieu David , Frantz Sinama , Boris Brangeon
Energy Procedia, 2015, Clean, Efficient and Affordable Energy for a Sustainable Future: The 7th International Conference on Applied Energy (ICAE2015), 75, pp.1275-1283. ⟨10.1016/j.egypro.2015.07.187⟩
Journal articles hal-01188077v1

Use of satellite data to improve solar radiation forecasting with Bayesian Artificial Neural Networks

L. Mazorra Aguiar , B. Pereira , Mathieu David , F. Díaz , Philippe Lauret
Solar Energy, 2015, 122, ⟨10.1016/j.solener.2015.10.041⟩
Journal articles hal-01232089v1
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A benchmarking of machine learning techniques for solar radiation forecastingin an insular context

Philippe Lauret , Cyril Voyant , Ted Soubdhan , Mathieu David , Philippe Poggi
Solar Energy, 2015, pp.00
Journal articles hal-01099211v1
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Technico-economical analysis of a hybrid wave power-air compression storage system

David Hernández-Torres , Laurent Bridier , Mathieu David , Philippe Lauret , Thomas Ardiale
Renewable Energy, 2015, 74, pp.708-717. ⟨10.1016/j.renene.2014.08.070⟩
Journal articles hal-01066899v1

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

Cyril Voyant , Ted Soubdhan , Philippe Lauret , Mathieu David , Marc Muselli
Energy, 2015, 90, pp.671-679. ⟨10.1016/j.energy.2015.07.089⟩
Journal articles hal-02462672v1
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Statistical parameters as a means to a priori assess the accuracy of solar forecasting models

Cyril Voyant , Ted Soubdhan , Philippe Lauret , Mathieu David , Marc Muselli
Energy Journal, 2015, pp.1
Journal articles hal-01180041v1
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Post-processing of Solar Irradiance Forecasts from WRF Model at Reunion Island

Hadja Maïmouna Diagne , Mathieu David , John Boland , Nicolas Schmutz , Philippe Lauret
Energy Procedia, 2014, 57, pp.1364 - 1373. ⟨10.1016/j.egypro.2014.10.127⟩
Journal articles hal-01089749v1
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A Neural Network Post-processing Approach to Improving NWP Solar Radiation Forecasts

Philippe Lauret , Hadja Maïmouna Diagne , Mathieu David
Energy Procedia, 2014, 57, pp.1044-1052. ⟨10.1016/j.egypro.2014.10.089⟩
Journal articles hal-01089738v1

Post-processing of solar irradiance forecasts from WRF model at Reunion Island

Hadja Maïmouna Diagne , Mathieu David
Solar Energy, 2014, 105, pp.99-108. ⟨10.1016/j.solener.2014.03.016⟩
Journal articles hal-01091270v1
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Spatial and Temporal Variability of PV Output in an Insular Grid: Case of Reunion Island

Mathieu David , Faly H. Ramahatana Andriamasomanana , Olivier Liandrat
Energy Procedia, 2014, 57, pp.1275 - 1282. ⟨10.1016/j.egypro.2014.10.117⟩
Journal articles hal-01089743v1
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Modeling of a Compressed Air Energy Storage Connected to a PV Field for NZEB in Tropics

Jean Castaing-Lasvignottes , Mathieu David , François Garde , Fabrice Maillard , Eric Ottenwelter
Energy Procedia, 2014, 61 (8-9), pp.1175-1178. ⟨10.1016/j.egypro.2014.11.1047⟩
Journal articles hal-01153019v1

Optimal design of a storage system coupled with intermittent renewables

Laurent Bridier , Philippe Lauret , Mathieu David
Renewable Energy, 2014, 67, pp.2-9. ⟨10.1016/j.renene.2013.11.048⟩
Journal articles hal-01090086v1
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Evaluating tilted plane models for solar radiation using comprehensive testing procedures, at a southern hemisphere location

Mathieu David , Philippe Lauret , John Boland
Renewable Energy, 2013, 51, pp.124--131. ⟨10.1016/j.renene.2012.08.074⟩
Journal articles hal-00917856v1
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Review of solar irradiance forecasting methods and a proposition for small-scale insular grids

Hadja Maïmouna Diagne , Mathieu David , Philippe Lauret , John Boland , Nicolas Schmutz
Renewable and Sustainable Energy Reviews, 2013, 27, pp.65 - 76. ⟨10.1016/j.rser.2013.06.042⟩
Journal articles hal-01090087v1
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Nonlinear Models for Short-time Load Forecasting

Philippe Lauret , Mathieu David , Didier Calogine
Energy Procedia, 2012, 14, pp.1404-1409. ⟨10.1016/j.egypro.2011.12.1109⟩
Journal articles hal-01090088v1

Renewable energy: Progressing towards a net zero energy island, the case of Reunion Island

Jean-Philippe Praene , Mathieu David , Frantz Sinama , Dominique Morau , Olivier Marc Marc
Renewable and Sustainable Energy Reviews, 2012, 16 (1), pp.426--442. ⟨10.1016/j.rser.2011.08.007⟩
Journal articles hal-00918166v1

Towards Net Zero Energy Buildings in Hot Climates : Part I, New Tools and Methods

François Garde , Mathieu David , Aurélie Lenoir , Eric Ottenwelter
ASHRAE Transactions, 2011, 117 (1), pp.450-457
Journal articles hal-01090103v1

Assessment of the thermal and visual efficiency of solar shades

Mathieu David , M. Donn , François Garde , Aurélie Lenoir
Building and Environment, 2011, 46 (7), pp.1489--1496. ⟨10.1016/j.buildenv.2011.01.022⟩
Journal articles hal-00918231v1

A method to generate Typical Meteorological Years from raw hourly climatic databases

Mathieu David , Laetitia Adelard , Philippe Lauret , François Garde
Building and Environment, 2010, 45 (7), pp.1722--1732. ⟨10.1016/j.buildenv.2010.01.025⟩
Journal articles hal-00918992v1

Development of climatic zones and passive solar design in Madagascar

Onimihamina Rakoto-Joseph , François Garde , Mathieu David , Laetitia Adelard , Z.A. Randriamanantany
Energy Conversion and Management, 2009, 50 (4), pp.1004--1010. ⟨10.1016/j.enconman.2008.12.011⟩
Journal articles hal-00919556v1
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Fiche 3-3 : Conception thermique adapté au climat. Zonage climatique et interaction climat-habitat. Préparation à une réglementation thermique dans les DOM

François Garde , Laetitia Adelard , Mathieu David , Mathieu Leveau
Alizés : Revue angliciste de La Réunion, 2007, Colloque « Equilibres environnementaux, énergies renouvelables et développements urbains », 29-II Sciences, pp.117-139
Journal articles hal-02343109v1
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Fiche 1-2 : Recheche d’un indice de confort thermique adapté à La Réunion. Intégation à CODYRUN

François Garde , Alain Bastide , Harry Boyer , Frédéric Miranville , Mathieu David
Alizés : Revue angliciste de La Réunion, 2007, Colloque « Equilibres environnementaux, énergies renouvelables et développements urbains », 29-II Sciences, pp.95-116
Journal articles hal-02343108v1

Bayesian and Sensitivity Analysis Approaches to Modeling the Direct Solar Irradiance

Philippe Lauret , Mathieu David , Eric Fock , Alain Bastide , Carine Riviere
Journal of Solar Energy Engineering, 2006, 128 (3), ⟨10.1115/1.2210495⟩
Journal articles hal-01153564v1

Le projet TwIn Solar : quel rôle pour l’hydrogène ?

Josselin Le Gal La Salle , Jean Castaing-Lasvignottes , Mathieu David , Philippe Lauret
3ème réunion plénières de la fédération Hydrogène, FRH2, May 2023, Saint-Gilles (Ile de la Réunion), France
Conference papers hal-04332461v1
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A set of study cases for the massive integration of solar renewables in non-interconnected areas

Mathieu David , Mirhado Nahary Andriamandroso , Peter Behrensdorff Poulsen , Jean Castaing-Lasvignottes , Nicolaos Cutululis
Solar World Congress 2023, ISES, Oct 2023, New Delhi, India
Conference papers hal-04274582v1
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Mitigation of the Variability of a PV Fleet via Geographical Dispersion and Energy Storage Systems on the Reunion Island Non-Interconnected Grid

Emeric Tapaches , Richard Perez , Philippe Lauret , Marc Perez , Mathieu David
PVSC 46, 46th IEEE Photovoltaic Specialists Conference, Jun 2019, Chicago, United States
Conference papers hal-02369219v1
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Probabilistic Solar Forecasts Evaluation Part 2: Quantile Forecasts

Philippe Lauret , Faly Ramahatana-Andriamasomanana , Josselin Le Gal La Salle , Mathieu David
ISES Solar World Congress 2019/IEA SHC International Conference on Solar Heating and Cooling for Buildings and Industry 2019, Nov 2019, Santiago, France. pp.1-7, ⟨10.18086/swc.2019.43.04⟩
Conference papers hal-02899292v1
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Probabilistic Solar Forecasts Evaluation Part 1: Ensemble Prediction Systems (EPS)

Mathieu David , Josselin Le Gal La Salle , Faly Ramahatana Andriamasomanana , Philippe Lauret
ISES Solar World Congress 2019/IEA SHC International Conference on Solar Heating and Cooling for Buildings and Industry 2019, Nov 2019, Santiago, Chile. pp.1-9, ⟨10.18086/swc.2019.43.02⟩
Conference papers hal-02899291v1

Modélisation et simulation d’un système de stockage à air comprimé couplé à un bâtiment et à une production photovoltaïque dans une zone insulaire et tropicale

Sidiki Simpore , François Garde , Mathieu David , Olivier Marc Marc , Jean Castaing-Lasvignottes
Congrés Français de Thermique, 2016, Toulouse, France
Conference papers hal-01467208v1

Design ans Dynamic Simulation of a compressed Air Energy Storage System (CAES) Coupled with a Building, an Electric Grid and Photovoltaic Power Plant

Sidiki Simpore , François Garde , Mathieu David , Olivier Marc Marc , Jean Castaing-Lasvignottes
CLIMA 2016, 12th REHVA World Congress, 2016, Aalborg, Denmark
Conference papers hal-01467204v1
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Solar irradiation forecasting: state-of-the-art and proposition for future developments for small-scale insular grids

Hadja Maïmouna Diagne , Philippe Lauret , Mathieu David
WREF 2012 - World Renewable Energy Forum, May 2012, Denver, United States
Conference papers hal-00918150v1
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A BAYESIAN MODEL COMMITTEE APPROACH TO FORECASTING GLOBAL SOLAR RADIATION

Philippe Lauret , Auline Rodler , Marc Muselli , Mathieu David , Hadja Maïmouna Diagne
WREF 2012 : World Renewable Energy Forum, May 2012, Denver, United States. pp.1
Conference papers hal-00682217v1

Outputs and error indicators for solar forecasting models

Mathieu David , Hadja Maïmouna Diagne , Philippe Lauret
WREF 2012 - World Renewable Energy Forum, May 2012, Denver, United States
Conference papers hal-00918149v1

Procedure for performance diagnostic for small air conditioning systems using dynamic simulations

Franck Lucas , Mathieu David , Olivier Marc Marc , Jean-Francois Martin , Boris Brangeon
Proceedings of Building Simulation 2011: 12th -Conference of International Building Performance Simulation Association, Nov 2011, Sydney, France
Conference papers hal-01167244v1

Pumped-Storage and Renewable Energies in Reunion Island

Mathieu David , S. Meddahi , O. Gaering , P. Rioual
World Renewable Energy Congress XI, Sep 2010, Abu Dhabi, United Arab Emirates
Conference papers hal-00918993v1

Presentation of the experimental feedback of a zero energy building under tropical climate

Aurélie Lenoir , François Garde , Laetitia Adelard , Mathieu David , F. Lavoye
ISES Solar World Congress, Oct 2009, Johannesburg, American Samoa
Conference papers hal-00919559v1

Presentation of the experimental feedback of a zero energy building under tropical climate

Aurélie Lenoir , François Garde , Laetitia Adelard , Mathieu David , F. Lavoye
ISES Solar World Congress, Oct 2009, Johannesburg, American Samoa
Conference papers hal-00919561v1

Effect of timing and voltage dependence on inverter sizing

J. Zhu , J. Roy , R. Bründlinger , A. Guérin De Montgareuil , Mathieu David
European Photovoltaic Solar Energy Conference, Sep 2008, Valencia, Spain
Conference papers hal-00919723v1
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Weather data analysis based on typical weather sequence analysis. Application: energy building simulation

Mathieu David , Laetitia Adelard , François Garde , Harry Boyer
Ninth International IBPSA Conference, Aug 2005, Montréal, Canada. pp.239-246
Conference papers hal-01067307v1

Surface azimuth estimation from solar irradiance on tilted surfaces

Inti Piccioli , Gonzalo Abal , Mathieu David
ISES Solar World Congress, Oct 2021, Online, United Arab Emirates
Conference poster hal-03659767v1

Performance assessment of the ECMWF solar irradiation forecast in the Pampa Húmeda region of South America

Vívian Teixeira-Branco , Rodrigo Alonso-Suárez , Mathieu David
ISES Solar World Congress, Oct 2021, Online, United Arab Emirates
Conference poster hal-03659763v1
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Calibration Methods for Ensemble solar probabilistic forecasts in an insular context

Josselin Le Gal La Salle , Philippe Lauret , Mathieu David
6th International Conference Energy & Meteorology (ICEM 2019), Jun 2019, Copenhagen, Denmark
Conference poster hal-03270623v1
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Evaluation du confort thermique en milieu URBAIN: Application à l'écoquartier de la Ravine Blanche, Saint-Pierre, La Réunion

Virginie Grosdemouge , François Garde , Mathieu David
Assemblée Générale Laboratoire PIMENT , Nov 2017, Petite-Ile, Réunion
Conference poster hal-01739692v1
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Use of Econometrics Models to Forecast Short Term Solar Irradiance

Faly H Ramahatana , Philippe Lauret , Mathieu David
31st European Photovoltaic Solar Energy Conference and Exhibition, Sep 2015, Hamburg, Germany
Conference poster hal-03020343v1
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Short term solar irradiance forecasting with multiscale approach

Faly H. Ramahatana Andriamasomanana , Pierre-Julien Trombe , Philippe Lauret , Mathieu David
Assemblée Générale du Laboratoire PIMENT, Jun 2015, Saint Gilles, Ile de la Réunion, France
Conference poster hal-01169230v1
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Solar Resource Assessment for PV Applications

Mathieu David , A. Guerin de Montgareuil , J. Merten , D. Mayer , B. Proisy
ISES World Congress 2007, Sep 2007, Beijing, China. Springer Berlin Heidelberg, pp.2588-2592, 2008, ⟨10.1007/978-3-540-75997-3_522⟩
Conference poster hal-03193723v1

Forecasting Solar Radiation and Photovoltaic Power (Chapter 8)

Elke Lorenz , Jose-Antonio Ruiz-Arias , Luis Martin , Stefan Wilbert , Carmen Köhler
Best Practices Handbook for the Collection and Use of Solar Resource Data for Solar Energy Applications: Third Edition Technical Report NREL/TP-5D00-77635, 2020
Book sections hal-03386017v1

Solar Radiation Probabilistic Forecasting

Mathieu David , Philippe Lauret
Wind Field and Solar Radiation Characterization and Forecasting, pp.201-227, 2018
Book sections hal-02288869v1

Solar Resource Variability

Richard Perez , Philippe Lauret , Marc Perez , Mathieu David , Thomas Hoff
Wind Field and Solar Radiation Characterization and Forecasting, pp.149-170, 2018
Book sections hal-02288870v1
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METEOROLOGIE APPLIQUEE AUX SYSTEMES ENERGETIQUES

Mathieu David
Physique [physics]. Université de La Réunion, 2015
Habilitation à diriger des recherches tel-01167141v1