Efficiency and Optimization of Buildings Energy Consumption: Volume II

• Other Authors: Orosa, José A. (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Research & information: general; Physics; ventilation; energy; COVID-19; procedure; building; ISO; energy consumption; building construction; Passivhaus; affordable housing; neural network; LSTM; MLP; thermal inertia; building performance; artificial intelligence; artificial neural network; demand-side management; evolutionary computing; non-intrusive appliance load monitoring; parallel computing; smart grid; smart house; cellular concrete; lightweight materials; thermal conductivity; electricity; dynamic simulation; housing; climate change; weather controlled central system; energy saving; thermal improved of buildings; new energy technologies; sustainable buildings; energy efficiency; heat loss coefficient; machine learning; XGBoost; SVR; load disaggregation; multi-scale; attention mechanism; residual network; energy savings; daylighting; photovoltaic system; EnergyPlus; Homer PRO; Net Zero Energy Buildings; solar radiation; support vector machine; heuristic algorithm; renewable energy; solar energy systems; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

This reprint, as a continuation of a previous Special Issue entitled "Efficiency and Optimization of Buildings Energy Consumption", gives an up-to-date overview of new technologies based on Machine Learning (ML) and Internet of Things (IoT) procedures to improve the mathematical approach o...