Overview of EU building envelope energy requirement for climate neutrality

PM Congedo, C Baglivo, D D'Agostino… - … and Sustainable Energy …, 2024 - Elsevier
Building energy policies play a key role in reducing energy consumption in the EU building
sector towards climate neutrality goals. This study conducts a comparative analysis of …

Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings

D Coraci, S Brandi, T Hong, A Capozzoli - Applied Energy, 2023 - Elsevier
In recent years, advanced control strategies based on Deep Reinforcement Learning (DRL)
proved to be effective in optimizing the management of integrated energy systems in …

An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy …

D Coraci, S Brandi, T Hong, A Capozzoli - Building Simulation, 2024 - Springer
Abstract Deep Reinforcement Learning (DRL)-based control shows enhanced performance
in the management of integrated energy systems when compared with Rule-Based …

[HTML][HTML] Building envelope prefabricated with 3D printing technology

S Volpe, V Sangiorgio, A Petrella, A Coppola… - Sustainability, 2021 - mdpi.com
The Fourth Industrial Revolution represents the beginning of a profound change for the
building sector. In the last decade, the perspective of shapes, materials, and construction …

[HTML][HTML] Towards nearly zero-energy buildings in Mediterranean countries: Fifteen years of implementing the Energy Performance of Buildings Directive in Spain …

LM López-Ochoa, J Las-Heras-Casas… - Journal of Building …, 2021 - Elsevier
The regulations regarding energy savings in buildings in Spain have evolved in parallel with
the Energy Performance of Buildings Directive (EPBD). In addition to the requirements that …

The nZEB concept and its requirements for residential buildings renovation in Southern Europe: The case of multi-family buildings from 1961 to 1980 in Portugal and …

M Monzón-Chavarrías, B López-Mesa… - Journal of Building …, 2021 - Elsevier
Southern Europe has an old housing stock and has the challenge, as the rest of European
Union Member States, to transform it into a decarbonized one, by means of transforming the …

[HTML][HTML] Climate classification for new and restored buildings in Andalusia: Analysing the current regulation and a new approach based on k-means

D Bienvenido-Huertas, D Marín-García… - Journal of Building …, 2021 - Elsevier
Abstract The Spanish Building Technical Code (CTE) sets that all new and restored
buildings meeting its requirements have nearly zero energy consumption. This code is …

Map** the energy poverty: A case study based on the energy performance certificates in the city of Bologna

K Fabbri, J Gaspari - Energy and Buildings, 2021 - Elsevier
Energy poverty is defined as the condition in which low-income people is no more able to
face the costs of energy bills and consequently accept to live in cold and uncomfortable …

[HTML][HTML] Influence of the Representative Concentration Pathways (RCP) scenarios on the bioclimatic design strategies of the built environment

D Bienvenido-Huertas, C Rubio-Bellido… - Sustainable Cities and …, 2021 - Elsevier
Over time, whether through traditional knowledge or the constructive implementation, the
relationship of the built environment with the climate conditions of a certain place has been …

[HTML][HTML] Multi-objective techno-economic optimization of design parameters for residential buildings in different climate zones

M Usman, G Frey - Sustainability, 2021 - mdpi.com
The comprehensive approach for a building envelope design involves building performance
simulations, which are time-consuming and require knowledge of complicated processes. In …