Publicacións (121) Publicacións de ENRIQUE GRANADA ALVAREZ

2023

  1. Intelligent energy storage management trade-off system applied to Deep Learning predictions

    Journal of Energy Storage, Vol. 61

2022

  1. Machine Learning and Deep Learning Models Applied to Photovoltaic Production Forecasting

    Applied Sciences (Switzerland), Vol. 12, Núm. 17

  2. Optimisation of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost

    Sustainable Cities and Society, Vol. 80

  3. Reliability of Using Meteorological Data to Estimate Upwelling Events on the Galician Coast

    Water (Switzerland), Vol. 14, Núm. 21

2021

  1. Empirical validation of a multizone building model coupled with an air flow network under complex realistic situations

    Energy and Buildings, Vol. 249

  2. Estimation of heat loss coefficient and thermal demands of in-use building by capturing thermal inertia using lstm neural networks

    Energies, Vol. 14, Núm. 16

  3. Feasibility of different weather data sources applied to building indoor temperature estimation using LSTM neural networks

    Sustainability (Switzerland), Vol. 13, Núm. 24

  4. Simulation and validation of indoor temperatures and relative humidity in multi-zone buildings under occupancy conditions using multi-objective calibration

    Building and Environment, Vol. 200

  5. Use of optimised MLP neural networks for spatiotemporal estimation of indoor environmental conditions of existing buildings

    Building and Environment, Vol. 205

2020

  1. A functional data analysis for assessing the impact of a retrofitting in the energy performance of a building

    Mathematics, Vol. 8, Núm. 4

  2. A performance comparison of multi-objective optimization-based approaches for calibrating white-box building energy models.

    Energy and Buildings, Vol. 216

  3. Assessing the energy demand reduction in a surgical suite by optimizing the HVAC operation during off-use periods

    Applied Sciences (Switzerland), Vol. 10, Núm. 7

  4. Comparison between geostatistical interpolation and numerical weather model predictions for meteorological conditions mapping

    Infrastructures, Vol. 5, Núm. 2

  5. Ellipsoid-based approximation method for the estimation of the actual reduced luminance coefficients of road surfaces for accurate lighting simulations

    Sustainable Cities and Society, Vol. 63

  6. Estimation of the heat loss coefficient of two occupied residential buildings through an average method

    Energies, Vol. 13, Núm. 21

  7. Heat loss coefficient estimation applied to existing buildings through machine learning models

    Applied Sciences (Switzerland), Vol. 10, Núm. 24, pp. 1-18

  8. Model calibration and exergoeconomic optimization with NSGA-II applied to a residential cogeneration

    Applied Thermal Engineering, Vol. 169

  9. Model calibration methodology to assess the actual lighting conditions of a road infrastructure

    Infrastructures, Vol. 5, Núm. 1

  10. Monitoring systems analysis for building’s envelope energy performance evaluation

    Disruption: 11º Congreso Europeo sobre Eficiencia Energética y Sostenibilidad en Arquitectura y Urbanismo – 4º Congreso Internacional de Construcción Avanzada: On line 1-2 Diciembre 2020

  11. Photovoltaic power prediction using artificial neural networks and numerical weather data

    Sustainability (Switzerland), Vol. 12, Núm. 24, pp. 1-19