Search Results - "LAURET, Philippe"

Verification of solar irradiance probabilistic forecasts by Lauret, Philippe, David, Mathieu, Pinson, Pierre

“…•A framework for evaluating solar irradiance probabilistic forecasts is proposed.•The verification framework is based on visual diagnostic tools and a set of…”
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Review of solar irradiance forecasting methods and a proposition for small-scale insular grids by Diagne, Maimouna, David, Mathieu, Lauret, Philippe, Boland, John, Schmutz, Nicolas

“…Integration of solar energy into the electricity network is becoming essential because of its continually increasing growth in usage. An efficient use of the…”
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Comparison of intraday probabilistic forecasting of solar irradiance using only endogenous data by David, Mathieu, Luis, Mazorra Aguiar, Lauret, Philippe

“…Accurate solar forecasts are necessary to improve the integration of solar renewables into the energy grid. In recent years, numerous methods have been…”
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Probabilistic Solar Forecasting Using Quantile Regression Models by Lauret, Philippe, David, Mathieu, Pedro, Hugo

“…A proper assessment of uncertainty estimates enables a more informed decision-making processes, which in turn, increases the value of solar power generation…”
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Probabilistic Solar Forecasts as a Binary Event Using a Sky Camera by David, Mathieu, Alonso-Montesinos, Joaquín, Le Gal La Salle, Josselin, Lauret, Philippe

“…With the fast increase of solar energy plants, a high-quality short-term forecast is required to smoothly integrate their production in the electricity grids…”
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Comparison of Two Solar Probabilistic Forecasting Methodologies for Microgrids Energy Efficiency by Mazorra-Aguiar, Luis, Lauret, Philippe, David, Mathieu, Oliver, Albert, Montero, Gustavo

“…In this paper, the performances of two approaches for solar probabilistic are evaluated using a set of metrics previously tested by the meteorology…”
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Solar Forecasting in a Challenging Insular Context by Lauret, Philippe, Lorenz, Elke, David, Mathieu

“…This paper aims at assessing the accuracy of different solar forecasting methods in the case of an insular context. Two sites of La Réunion Island, Le Tampon…”
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Solar Forecasts Based on the Clear Sky Index or the Clearness Index: Which Is Better? by Lauret, Philippe, Alonso-Suárez, Rodrigo, Le Gal La Salle, Josselin, David, Mathieu

“…In the realm of solar forecasting, it is common to use a clear sky model output to deseasonalise the solar irradiance time series needed to build the…”
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A benchmarking of machine learning techniques for solar radiation forecasting in an insular context by Lauret, Philippe, Voyant, Cyril, Soubdhan, Ted, David, Mathieu, Poggi, Philippe

“…•A benchmarking of supervised machine learning methods is proposed.•For hour ahead solar forecasting, the methods slightly improve the simple models.•The…”
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Machine Learning to speed up Computational Fluid Dynamics engineering simulations for built environments: A review by Caron, Clément, Lauret, Philippe, Bastide, Alain

“…Computational fluid dynamics (CFD) is a valuable tool in designing built environments, enhancing comfort, health, energy efficiency, and safety in both indoor…”
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Modelling of diffuse solar fraction with multiple predictors by Ridley, Barbara, Boland, John, Lauret, Philippe

“…For some locations both global and diffuse solar radiation are measured. However, for many locations, only global radiation is measured, or inferred from…”
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Short term solar radiation forecasting: Island versus continental sites by Boland, John, David, Mathieu, Lauret, Philippe

“…Due its intermittency, the large-scale integration of solar energy into electricity grids is an issue and more specifically in an insular context. Thus,…”
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Value of deterministic day-ahead forecasts of PV generation in PV + Storage operation for the Australian electricity market by David, Mathieu, Boland, John, Cirocco, Luigi, Lauret, Philippe, Voyant, Cyril

“…•Comparison of day-ahead deterministic forecasts of solar irradiation and of production of a large-scale PV plant.•Use of Numerical Weather Predictions,…”
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Assessment of machine learning techniques for deterministic and probabilistic intra-hour solar forecasts by Pedro, Hugo T.C., Coimbra, Carlos F.M., David, Mathieu, Lauret, Philippe

“…This work compares the performance of machine learning methods (k-nearest-neighbors (kNN) and gradient boosting (GB)) in intra-hour forecasting of global (GHI)…”
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Evaluating tilted plane models for solar radiation using comprehensive testing procedures, at a southern hemisphere location by David, Mathieu, Lauret, Philippe, Boland, John

“…This work aims at assessing the performances of four models for their relative merits in estimating diffuse solar radiation on tilted planes for a southern…”
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A new climatology reference model to benchmark probabilistic solar forecasts by Le Gal La Salle, Josselin, David, Mathieu, Lauret, Philippe

“…•A new reference model for probabilistic solar forecasts called ”CSD-CLIM” is introduced.•There is no need to form probability distributions to compute its…”
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Probabilistic forecasting of the solar irradiance with recursive ARMA and GARCH models by David, M., Ramahatana, F., Trombe, P.J., Lauret, P.

“…•Probabilistic forecasts of global solar irradiance with an ARMA–GARCH combination using only past data.•Forecasting horizons from 10min to…”
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Post-processing of solar irradiance forecasts from WRF model at Reunion Island by Diagne, Maimouna, David, Mathieu, Boland, John, Schmutz, Nicolas, Lauret, Philippe

“…•WRF model is used to forecast hourly global solar radiation at Reunion Island.•Kalman filtering is applied to enhance WRF forecasts.•Hourly post-processing of…”
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Modelling of occupant behaviour in non-residential mixed-mode buildings: The distinctive features of tropical climates by Payet, Maareva, David, Mathieu, Lauret, Philippe, Amayri, Manar, Ploix, Stéphane, Garde, François

“…This paper focuses on the modelling of occupant behaviour in the case of a non-residential mixed-mode building on the tropical island of La Réunion. For such…”
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Verification of deterministic solar forecasts by Yang, Dazhi, Alessandrini, Stefano, Antonanzas, Javier, Antonanzas-Torres, Fernando, Badescu, Viorel, Beyer, Hans Georg, Blaga, Robert, Boland, John, Bright, Jamie M., Coimbra, Carlos F.M., David, Mathieu, Frimane, Âzeddine, Gueymard, Christian A., Hong, Tao, Kay, Merlinde J., Killinger, Sven, Kleissl, Jan, Lauret, Philippe, Lorenz, Elke, van der Meer, Dennis, Paulescu, Marius, Perez, Richard, Perpiñán-Lamigueiro, Oscar, Peters, Ian Marius, Reikard, Gordon, Renné, David, Saint-Drenan, Yves-Marie, Shuai, Yong, Urraca, Ruben, Verbois, Hadrien, Vignola, Frank, Voyant, Cyril, Zhang, Jie

“…•This review aims at standardizing the forecast verification approaches used in deterministic solar forecasting.•The distribution-oriented forecast…”
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