Predicting Energy and Emissions in Residential Building Stocks: National UBEM with Energy Performance Certificates and Artificial Intelligence

Authors: Carlos Beltrán-Velamazán, Marta Monzón-Chavarrías, Belinda López-Mesa

Source: Applied Sciences, Vol 15, Iss 2, p 514 (2025)

Subject Terms: urban building energy model (UBEM), energy performance certificates (EPCs), machine learning, national building stock, data driven approaches, progress indicators, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/2/514; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/e2d3809266c541439ce91ebf3306f957

A new approach for national-scale Building Energy Models based on Energy Performance Certificates in European countries: The case of Spain

Authors: Carlos Beltrán-Velamazán, Marta Monzón-Chavarrías, Belinda López-Mesa

Source: Heliyon, Vol 10, Iss 3, Pp e25473- (2024)

Subject Terms: Urban building energy Model (UBEM), Energy performance certificate (EPC), Cadastral data, GIS, Europe, National building stock, Science (General), Q1-390, Social sciences (General), H1-99

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024015044; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/20e93e97e9304af2b0fdb58c71ec2c01