Data acquisition for urban building energy modeling: A review
Abstract Urban Building Energy Modeling (UBEM) is essential for urban energy-related
applications. Its generation mainly requires four data inputs, including geometric data, non …
applications. Its generation mainly requires four data inputs, including geometric data, non …
[HTML][HTML] Building performance simulation in the brave new world of artificial intelligence and digital twins: A systematic review
In an increasingly digital world, there are fast-paced developments in fields such as Artificial
Intelligence, Machine Learning, Data Mining, Digital Twins, Cyber-Physical Systems and the …
Intelligence, Machine Learning, Data Mining, Digital Twins, Cyber-Physical Systems and the …
[HTML][HTML] Impacts of climate change, population growth, and power sector decarbonization on urban building energy use
Climate, technologies, and socio-economic changes will influence future building energy
use in cities. However, current low-resolution regional and state-level analyses are …
use in cities. However, current low-resolution regional and state-level analyses are …
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 …
[HTML][HTML] The potential of remote sensing and GIS in urban building energy modelling
As the world continues to urbanize at an unprecedented rate, the energy demand in cities is
rising. Buildings account for over 75% of all the energy consumed in cities and are …
rising. Buildings account for over 75% of all the energy consumed in cities and are …
[HTML][HTML] Evaluation of the impact of input uncertainty on urban building energy simulations using uncertainty and sensitivity analysis
The energy consumption of cities is increasing fast due to growing global population and
rapid urbanization. Urban Building Energy Models (UBEMs) are promising tools to simulate …
rapid urbanization. Urban Building Energy Models (UBEMs) are promising tools to simulate …
[HTML][HTML] On the accuracy of urban building energy modelling
The growing demand for energy in urban areas has led to the development of a variety of
methodologies for modelling energy in buildings at large scale. However, their accuracy has …
methodologies for modelling energy in buildings at large scale. However, their accuracy has …
PV-Net: An innovative deep learning approach for efficient forecasting of short-term photovoltaic energy production
Although photovoltaic (PV) energy production offers several environmental and commercial
advantages, the irregular nature of PV energy can challenge the design and development of …
advantages, the irregular nature of PV energy can challenge the design and development of …
Modelling building energy use at urban scale: A review on their account for the urban environment
While more and more cities are planning towards sustainable development and climate
resilience, a thorough understanding of the spatiotemporal pattern of building energy …
resilience, a thorough understanding of the spatiotemporal pattern of building energy …
Research trends on environmental, energy and vulnerability impacts of Urban Heat Islands: An overview
Scientific research on Urban heat islands (UHI) and urban. overheating has set new
challenges for societies regarding risk and vulnerabilities, energy demands and mitigation …
challenges for societies regarding risk and vulnerabilities, energy demands and mitigation …