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Philippe Lauret

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Publications

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 et al.
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 et al.
Energies, 2021, 14 (6), pp.1679. ⟨10.3390/en14061679⟩
Journal articles hal-03205083v1
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A Monte Carlo Based Solar Radiation Forecastability Estimation

Cyril Voyant , Philippe Lauret , Gilles Notton , Jean-Laurent Duchaud , Alexis Fouilloy et al.
Journal of Renewable and Sustainable Energy, 2021
Journal articles hal-03162966v1

Verification of deterministic solar forecasts

Dazhi Yang , Stefano Alessandrini , Javier Antonanzas , Fernando Antonanzas-Torres , Viorel Badescu et al.
Journal articles hal-02899290v1

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 et al.
Solar Energy, 2020, 210, pp.20-37. ⟨10.1016/j.solener.2020.04.019⟩
Journal articles hal-03053222v1
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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 et al.
Renewable Energy, 2020, 162, pp.1321-1339. ⟨10.1016/j.renene.2020.07.042⟩
Journal articles hal-02952551v1

Adaptive image features for intra-hour solar forecasts

Hugo Pedro , Carlos Coimbra , Philippe Lauret
Journal of Renewable and Sustainable Energy, 2019, 11 (3), pp.036101. ⟨10.1063/1.5091952⟩
Journal articles hal-02369240v1
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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

A fractional derivative approach to modelling a smart grid-off cluster of houses in an isolated area

Didier Calogine , Oanh Chau , Philippe Lauret
Journal of Applied and Numerical Optimization, 2019, 1 (3), ⟨10.23952/jano.1.2019.3.11⟩
Journal articles hal-03816130v1

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

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
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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
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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 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

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 et al.
Renewable Energy, 2016, 97, pp.599 - 610. ⟨10.1016/j.solener.2015.11.032⟩
Journal articles hal-01403554v1
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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 et al.
Renewable Energy, 2016, 97, ⟨10.1016/j.renene.2016.06.018⟩
Journal articles hal-01334564v1

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 et al.
Solar Energy, 2016, 125, pp.99-110. ⟨10.1016/j.solener.2015.11.032⟩
Journal articles hal-01248900v1

Short term solar radiation forecasting: Island versus continental sites

John Boland , Mathieu David , Philippe Lauret
Journal articles hal-01352228v1

Spatial and Temporal Variability of Solar Energy

Richard Perez , Mathieu David , Thomas E. Hoff , Mohammad Jamaly , Sergey Kivalov et al.
Foundations and Trends® in Renewable Energy, 2016, ⟨10.1561/2700000006⟩
Journal articles hal-01467044v1
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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 et al.
Solar Energy, 2015, pp.00
Journal articles hal-01099211v1

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 et al.
Solar Energy, 2015, 122, ⟨10.1016/j.solener.2015.10.041⟩
Journal articles hal-01232089v1
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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 et al.
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 et al.
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 et al.
Energy Journal, 2015, pp.1
Journal articles hal-01180041v1
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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 et al.
Solar Energy, 2015, 112, pp.446 - 457. ⟨10.1016/j.solener.2014.12.014⟩
Journal articles hal-01101564v1

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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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
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Evolution of CODYRUN from thermal simulation to coupled thermal and daylight simulation software

Harry Boyer , Ali Hamada Fakra , Frédéric Miranville , Bruno Malet-Damour , Stéphane Guichard et al.
Energy Procedia, 2014, 2013 ISES Solar World Congress, 57, pp.1961 - 1968. ⟨10.1016/j.egypro.2014.10.060⟩
Journal articles hal-01088902v1
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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 et al.
Energy Procedia, 2014, 57, pp.1364 - 1373. ⟨10.1016/j.egypro.2014.10.127⟩
Journal articles hal-01089749v1
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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 et al.
Renewable and Sustainable Energy Reviews, 2013, 27, pp.65 - 76. ⟨10.1016/j.rser.2013.06.042⟩
Journal articles hal-01090087v1

Bayesian statistical analysis applied to solar radiation modelling

Philippe Lauret , John Boland , Barbara Ridley
Renewable Energy, 2013, 49, pp.124--127. ⟨10.1016/j.renene.2012.01.049⟩
Journal articles hal-00917859v1
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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

A Simplified Model for Radiative Transfer in Building Enclosures With Low Emissivity Walls: Development and Application to Radiant Barrier Insulation

Frédéric Miranville , Philippe Lauret , Mario Medina , Dimitri Bigot
Journal of Solar Energy Engineering, 2011, 133 (2), pp.021009.1-021009.13. ⟨10.1115/1.4003730⟩
Journal articles hal-00918240v1

Modelling of diffuse solar fraction with multiple predictors

Barbara Ridley , John Boland , Philippe Lauret
Renewable Energy, 2010, 35 (2), pp.478--483. ⟨10.1016/j.renene.2009.07.018⟩
Journal articles hal-00919000v1

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

Bayesian neural network approach to short time load forecasting

Philippe Lauret , Eric Fock , Rija N. Randrianarivony , Jean-François Manicom-Ramsamy
Energy Conversion and Management, 2008, 49 (5), pp.1156--1166. ⟨10.1016/j.enconman.2007.09.009⟩
Journal articles hal-00919716v1

A combined approach for determining the thermal performance of radiant barriers under field conditions

Frédéric Miranville , Harry Boyer , Philippe Lauret , Franck Lucas
Solar Energy, 2008, 82 (5), pp.399--410. ⟨10.1016/j.solener.2007.10.012⟩
Journal articles hal-00919734v1

Bayesian and Sensitivity Analysis Approaches to Modeling the Direct Solar Irradiance

Philippe Lauret , Mathieu David , Eric Fock , Alain Bastide , Carine Riviere et al.
Journal of Solar Energy Engineering, 2006, 128 (3), ⟨10.1115/1.2210495⟩
Journal articles hal-01153564v1
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A numerical approach to evaluating what percentage of a living space is well-ventilated, for the assessment of thermal comfort

Alain Bastide , Philippe Lauret , François Garde , Harry Boyer
Energy and Buildings, 2006, 38 (9), pp.1093-1103
Journal articles hal-00766264v1
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A Node Pruning Algorithm Based on a Fourier Amplitude Sensitivity Test Method

Philippe Lauret , Eric Fock , Thierry A. Mara
IEEE Transactions on Neural Networks, 2006, 17 (2), pp.273-293
Journal articles hal-01067339v1
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Bayesian parameter estimation of convective heat transfer coefficients of a roof-mounted radiant barrier system

Philippe Lauret , Frédéric Miranville , Harry Boyer , François Garde , Laetitia Adelard et al.
Journal of Solar Energy Engineering, Transactions of the ASME, 2006, 128 (2), pp.213-225
Journal articles hal-00766246v1
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A genetic algorithm applied to the validation of building thermal models

Philippe Lauret , Harry Boyer , Carine Riviere , Alain Bastide
Energy and Buildings, 2005, 37 (8), pp.858-866
Journal articles hal-00766241v1
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A validation methodology aid for improving a thermal building model: Case of diffuse radiation accounting in a tropical climate

Philippe Lauret , Thierry A. Mara , Harry Boyer , Laetitia Adelard , François Garde et al.
Energy and Buildings, 2001, 33 (7), pp.711-718
Journal articles hal-00765785v1

Hybrid modelling of the sucrose cristal growth rate

Philippe Lauret , Harry Boyer , Jean-Claude Gatina
International Journal of Modelling and Simulation, 2001, 1, pp.23-29
Journal articles hal-00768288v1
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Hybrid modelling of a sugar boiling process

Philippe Lauret , Harry Boyer , Jean-Claude Gatina
Control Engineering Practice, 2000, 8 (3), pp.299-310
Journal articles hal-00766248v1
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Building ventilation: A pressure airflow model computer generation and elements of validation

Harry Boyer , Philippe Lauret , Laetitia Adelard , Thierry A. Mara
Energy and Buildings, 1999, 29 (3), pp.283-292
Journal articles hal-00765768v1

Sky temperature modelisation and applications in building simulation

Laetitia Adelard , Florence Pignolet-Tardan , Thierry A. Mara , Philippe Lauret , François Garde et al.
Renewable Energy, 1998, 15 (1-4), pp.418-430
Journal articles hal-00766267v1

A complementarity-determining region peptide of an anti-desmosome autoantibody may interact with the desmosomal plaque through molecular mimicry with a cytoplasmic desmoglein 1 sequence

Daniele Gilbert , Frédéric Brard , Pascal Joly , Samuel Petit , Elisabeth Bernardi et al.
European Journal of Immunology, 1997, 27 (5), pp.1055 - 1060. ⟨10.1002/eji.1830270503⟩
Journal articles hal-01936797v1
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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
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Analysis of ARMA Solar Forecasting Models Using Ground Measurements and Satellite Images

Franco Marchesoni-Acland , Philippe Lauret , Alvaro Gómez , Rodrigo Alonso-Suárez
PVSC 46, 46th IEEE Photovoltaic Specialists Conference, Jun 2019, Chicago, United States
Conference papers hal-02388538v1
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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 et al.
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

Day ahead irradiance forecast variability characterization using satellite data

Alemu Tadesse , Adam Kankiewicz , Richard Perez , Philippe Lauret
Photovoltaic Specialists Conference (PVSC), 2016, Portland, OR, United States. ⟨10.1109/PVSC.2016.7749807⟩
Conference papers hal-01403561v1
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INFLUENCE OF GLOBAL SOLAR RADIATION TYPICAL DAYS ON FORECASTING MODELS ERROR

Ted Soubdhan , Cyril Voyant , Philippe Lauret
The Third Southern African Solar Energy Conference (SASEC2015), May 2015, Kruger National Park, South Africa
Conference papers hal-01099487v1
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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

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
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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 et al.
WREF 2012 : World Renewable Energy Forum, May 2012, Denver, United States. pp.1
Conference papers hal-00682217v1
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A NEW METHOD TO DETERMINATE INDOOR DAYLIGTHING THE BUILDING: IMPROVING " LUMEN MODELS "

Fakra Ali , Harry Boyer , Eddy Laffosse , Philippe Lauret
Solar Congress ISES 2017, ISES, 2007, Tsinghua, China. pp.456-460
Conference papers hal-01198388v1
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CODYRUN, outil de simulation et d'aide à la conception thermo-aéraulique de bâtiments

Harry Boyer , Alain Bastide , Philippe Lauret
Journée thématique SFT-IBPSA 2005, Mar 2005, La Rochelle, France. pp.1-5
Conference papers hal-00768117v1
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A Picard Newton method to solve non linear airflow networks

Harry Boyer , Alain Bastide , Philippe Lauret , Franck Lucas
IASTED Modelling and Simulation Conference (MS0 2005), Aug 2005, Orangestad, Aruba. pp.1-6
Conference papers hal-00768096v1
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Black box modelling of HVAC system : improving the performances of neural networks

Eric Fock , Thierry A. Mara , Philippe Lauret , Harry Boyer
Eighth International IBPSA Conference, Aug 2003, Eindhoven, Netherlands. pp.347-354
Conference papers hal-00768385v1
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Use of a new trnsys type using neural network for non linear models creation

Laetitia Adelard , Franck Lucas , Philippe Lauret , Eric Fock
15-18 September 2001, Sep 2001, Naples, Italy. pp.1-9
Conference papers hal-01068560v1
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Intégration à TRNSYS du noyau de CODYRUN, code de simulation thermo-aéraulique de bâtiments : le Type 59

Alain Bastide , Harry Boyer , Philippe Lauret , Franck Lucas , François Garde et al.
4ième séminaire TRNSYS-EES, Sep 2001, Lyon, France. pp.1-6
Conference papers hal-00768184v1
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D'un code de simulation thermique du bâtiment à l'observation d'état : présentation de deux applications

Harry Boyer , Philippe Lauret , Anis Younès , Alain Bastide , Frédéric Miranville et al.
Vième colloque inter-universitaire Franco-Québecquois, CIFQ, May 2001, Lyon, France. pp.120-128
Conference papers hal-00768009v1
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Modélisation hybride pour la simulation thermique du bâtiment

Eric Fock , Philippe Lauret , Thierry A. Mara , Harry Boyer
SFT 2000, May 2000, Lyon, France. pp.1-6
Conference papers hal-00768182v1
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Description induced by modelisation methods in the case of building thermal simulation

Harry Boyer , François Garde , Philippe Lauret , Jean Brau
International Building Performance Simulation Association, IBPSA 1995, Aug 1995, Madison, United States. pp.64-70
Conference papers hal-00768560v1
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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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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

Forecasting Solar Radiation and Photovoltaic Power (Chapter 8)

Elke Lorenz , Jose-Antonio Ruiz-Arias , Luis Martin , Stefan Wilbert , Carmen Köhler et al.
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 Resource Variability

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

Solar Radiation Probabilistic Forecasting

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