Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches
Regulations corroborate the importance of retrofitting existing building stocks or constructing
new energy-efficient districts. There is, thus, a need for modeling tools to evaluate energy …
new energy-efficient districts. There is, thus, a need for modeling tools to evaluate energy …
A review of data-driven approaches for prediction and classification of building energy consumption
A recent surge of interest in building energy consumption has generated a tremendous
amount of energy data, which boosts the data-driven algorithms for broad application …
amount of energy data, which boosts the data-driven algorithms for broad application …
[HTML][HTML] The effects of historical housing policies on resident exposure to intra-urban heat: a study of 108 US urban areas
JS Hoffman, V Shandas, N Pendleton - Climate, 2020 - mdpi.com
The increasing intensity, duration, and frequency of heat waves due to human-caused
climate change puts historically underserved populations in a heightened state of precarity …
climate change puts historically underserved populations in a heightened state of precarity …
Machine learning approaches for estimating commercial building energy consumption
Building energy consumption makes up 40% of the total energy consumption in the United
States. Given that energy consumption in buildings is influenced by aspects of urban form …
States. Given that energy consumption in buildings is influenced by aspects of urban form …
Changes in energy consumption according to building use type under COVID-19 pandemic in South Korea
An unprecedented global lockdown has been implemented for controlling the spread of
COVID-19 in many countries. These actions are reducing the number of coronics, but with …
COVID-19 in many countries. These actions are reducing the number of coronics, but 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 …
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
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 …
as it pertains to buildings. It can assist in evaluating building energy efficiency, in carrying …
[HTML][HTML] A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making
Urban planners, local authorities, and energy policymakers often develop strategic
sustainable energy plans for the urban building stock in order to minimize overall energy …
sustainable energy plans for the urban building stock in order to minimize overall energy …
Urban building energy modeling: State of the art and future prospects
During recent years, urban building energy modeling has become known as a novel
approach for identification, support and improvement of sustainable urban development …
approach for identification, support and improvement of sustainable urban development …
A review and reflection on open datasets of city-level building energy use and their applications
Data related to building energy use fuels the research and applications on building energy
efficiency, which is an essential measure to address global energy and environmental …
efficiency, which is an essential measure to address global energy and environmental …