Machine Learning and Deep Learning Models Applied to Photovoltaic Production Forecasting von Cordeiro-Costas, Moisés, Villanueva, Daniel, Eguía-Oller, Pablo, Granada-Álvarez, Enrique

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Estimation of Heat Loss Coefficient and Thermal Demands of In-Use Building by Capturing Thermal Inertia Using LSTM Neural Networks von Pensado-Mariño, Martín, Febrero-Garrido, Lara, Pérez-Iribarren, Estibaliz, Oller, Pablo Eguía, Granada-Álvarez, Enrique

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Heat Loss Coefficient Estimation Applied to Existing Buildings through Machine Learning Models von Martínez-Comesaña, Miguel, Febrero-Garrido, Lara, Granada-Álvarez, Enrique, Martínez-Torres, Javier, Martínez-Mariño, Sandra

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Orientation-Constrained System for Lamp Detection in Buildings Based on Computer Vision von Troncoso-Pastoriza, Francisco, Eguía-Oller, Pablo, Díaz-Redondo, Rebeca P, Granada-Álvarez, Enrique, Erkoreka, Aitor

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Development of a Calibrated Simulation Method for Airborne Particles to Optimize Energy Consumption in Operating Rooms von Febrero-Garrido, López-González, Eguía-Oller, Granada-Álvarez

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Assessing the Energy Demand Reduction in a Surgical Suite by Optimizing the HVAC Operation During Off-Use Periods von Cacabelos-Reyes, Antón, López-González, José Luis, González-Gil, Arturo, Febrero-Garrido, Lara, Eguía-Oller, Pablo, Granada-Álvarez, Enrique

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Model Calibration Methodology to Assess the Actual Lighting Conditions of a Road Infrastructure von Ogando-Martínez, Ana, Troncoso-Pastoriza, Francisco, Eguía-Oller, Pablo, Granada-Álvarez, Enrique, Erkoreka, Aitor

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Simulation and validation of indoor temperatures and relative humidity in multi-zone buildings under occupancy conditions using multi-objective calibration von Martínez-Mariño, Sandra, Eguía-Oller, Pablo, Granada-Álvarez, Enrique, Erkoreka-González, Aitor

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Use of optimised MLP neural networks for spatiotemporal estimation of indoor environmental conditions of existing buildings von Martínez-Comesaña, Miguel, Ogando-Martínez, Ana, Troncoso-Pastoriza, Francisco, López-Gómez, Javier, Febrero-Garrido, Lara, Granada-Álvarez, Enrique

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Photovoltaic Power Prediction Using Artificial Neural Networks and Numerical Weather Data von López Gómez, Javier, Ogando Martínez, Ana, Troncoso Pastoriza, Francisco, Febrero Garrido, Lara, Granada Álvarez, Enrique, Orosa García, José Antonio

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Empirical validation of a multizone building model coupled with an air flow network under complex realistic situations von Eguía-Oller, Pablo, Martínez-Mariño, Sandra, Granada-Álvarez, Enrique, Febrero-Garrido, Lara

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Intelligent energy storage management trade-off system applied to Deep Learning predictions von Cordeiro-Costas, Moisés, Villanueva, Daniel, Eguía-Oller, Pablo, Granada-Álvarez, Enrique

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Use of BIM data as input and output for improved detection of lighting elements in buildings von Troncoso-Pastoriza, Francisco, Eguía-Oller, Pablo, Díaz-Redondo, Rebeca P., Granada-Álvarez, Enrique

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Feasibility of Different Weather Data Sources Applied to Building Indoor Temperature Estimation Using LSTM Neural Networks von Pensado-Mariño, Martín, Febrero-Garrido, Lara, Eguía-Oller, Pablo, Granada-Álvarez, Enrique

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Ellipsoid-based approximation method for the estimation of the actual reduced luminance coefficients of road surfaces for accurate lighting simulations von Ogando-Martínez, Ana, Troncoso-Pastoriza, Francisco, Granada-Álvarez, Enrique, Eguía-Oller, Pablo

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Generation of BIM data based on the automatic detection, identification and localization of lamps in buildings von Troncoso-Pastoriza, Francisco, Eguía-Oller, Pablo, Díaz-Redondo, Rebeca P., Granada-Álvarez, Enrique

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Reliability of Using Meteorological Data to Estimate Upwelling Events on the Galician Coast von Pérez-Orozco, Raquel, López-Gómez, Javier, Eguía-Oller, Pablo, López-Pérez, Jesús, de la Huz, Rosario, Granada-Álvarez, Enrique, Cerviño-Rodríguez, Rodrigo

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Comparison between Geostatistical Interpolation and Numerical Weather Model Predictions for Meteorological Conditions Mapping von López Gómez, Javier, Troncoso Pastoriza, Francisco, Granada Álvarez, Enrique, Eguía Oller, Pablo

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Improving transient thermal simulations of single dwellings using interpolated weather data von Eguía Oller, Pablo, Alonso Rodríguez, José María, Saavedra González, Ángeles, Arce Fariña, Elena, Granada Álvarez, Enrique

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A Functional Data Analysis for Assessing the Impact of a Retrofitting in the Energy Performance of a Building von Martínez Comesaña, Miguel, Martínez Mariño, Sandra, Eguía Oller, Pablo, Granada Álvarez, Enrique, Erkoreka González, Aitor

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