Francisco Troncoso‐Pastoriza

Photovoltaic Power Prediction Using Artificial Neural Networks and Numerical Weather Data

Javier López-Gómez, Ana Ogando-Martínez, Francisco Troncoso‐Pastoriza et al. · Sustainability · 2020 · 72 citations · Full text

Engineering, Fault Forecasting, Photovoltaic System +18

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

Miguel Martínez-Comesaña, Ana Ogando-Martínez, Francisco Troncoso‐Pastoriza et al. · Building and Environment · 2021 · 56 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +20

Prediction of Building’s Thermal Performance Using LSTM and MLP Neural Networks

Miguel Martínez-Comesaña, Lara Febrero-Garrido, Francisco Troncoso‐Pastoriza et al. · Applied Sciences · 2020 · 42 citations · Full text

Engineering, Machine Learning, Building Inertia +20

IoT-based platform for automated IEQ spatio-temporal analysis in buildings using machine learning techniques

Francisco Troncoso‐Pastoriza, Miguel Martínez-Comesaña, Ana Ogando-Martínez et al. · Automation in Construction · 2022 · 23 citations · Full text

Use of a numerical weather prediction model as a meteorological source for the estimation of heating demand in building thermal simulations

Javier López-Gómez, Francisco Troncoso‐Pastoriza, Elena Arce et al. · Sustainable Cities and Society · 2020 · 17 citations · Full text

Built Environment, Meteorology, Thermal Simulations +12