Data acquisition for urban building energy modeling: A review

C Wang, M Ferrando, F Causone, X **, X Zhou… - Building and …, 2022 - Elsevier
Abstract Urban Building Energy Modeling (UBEM) is essential for urban energy-related
applications. Its generation mainly requires four data inputs, including geometric data, non …

[HTML][HTML] From concept to application: A review of use cases in urban building energy modeling

YQ Ang, ZM Berzolla, CF Reinhart - Applied Energy, 2020 - Elsevier
Urban building energy modeling (UBEM) is a bottom-up, physics-based approach to
simulate the thermal performance of new or existing neighborhoods and cities. The field has …

Deep learning and transfer learning models of energy consumption forecasting for a building with poor information data

Y Gao, Y Ruan, C Fang, S Yin - Energy and Buildings, 2020 - Elsevier
Precise prediction of energy consumption in buildings could significantly optimize strategies
for operating building equipment and release the energy savings potential of buildings. With …

[HTML][HTML] Urban building energy modeling–A review of a nascent field

CF Reinhart, CC Davila - Building and Environment, 2016 - Elsevier
Over the past decades, detailed individual building energy models (BEM) on the one side
and regional and country-level building stock models on the other side have become …

A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review

T Ahmad, H Chen, Y Guo, J Wang - Energy and Buildings, 2018 - Elsevier
Energy consumption models play an integral part in energy management and conservation,
as it pertains to buildings. It can assist in evaluating building energy efficiency, in carrying …

Urban building energy modeling: State of the art and future prospects

F Johari, G Peronato, P Sadeghian, X Zhao… - … and Sustainable Energy …, 2020 - Elsevier
During recent years, urban building energy modeling has become known as a novel
approach for identification, support and improvement of sustainable urban development …

[HTML][HTML] Using urban building energy modelling (UBEM) to support the new European Union's Green Deal: Case study of Dublin Ireland

N Buckley, G Mills, C Reinhart, ZM Berzolla - Energy and Buildings, 2021 - Elsevier
Abstract The European Unions (EU) Green Deal plans for a carbon neutral economy by
2050. Achieving this goal will require actions across all economic sectors, especially the …

[HTML][HTML] A multi-source transfer learning model based on LSTM and domain adaptation for building energy prediction

H Lu, J Wu, Y Ruan, F Qian, H Meng, Y Gao… - International Journal of …, 2023 - Elsevier
Transfer learning can use the knowledge learned from the operating data of other buildings
to facilitate the energy prediction of a target building. However, most of the current research …

[HTML][HTML] A review of assessment methods for the urban environment and its energy sustainability to guarantee climate adaptation of future cities

D Mauree, E Naboni, S Coccolo, ATD Perera… - … and Sustainable Energy …, 2019 - Elsevier
The current climate change is calling for a drastic reduction of energy demand as well as of
greenhouse gases. Besides this, cities also need to adapt to face the challenges related to …

Modeling urban building energy use: A review of modeling approaches and procedures

W Li, Y Zhou, K Cetin, J Eom, Y Wang, G Chen… - Energy, 2017 - Elsevier
With rapid urbanization and economic development, the world has been experiencing an
unprecedented increase in energy consumption and greenhouse gas (GHG) emissions …