[HTML][HTML] Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis

U Ali, MH Shamsi, C Hoare, E Mangina… - Energy and buildings, 2021 - Elsevier
The world has witnessed a significant population shift to urban areas over the past few
decades. Urban areas account for about two-thirds of the world's total primary energy …

Data acquisition for urban building energy modeling: A review

C Wang, M Ferrando, F Causone, X Jin, 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 …

A review and reflection on open datasets of city-level building energy use and their applications

X Jin, C Zhang, F Xiao, A Li, C Miller - Energy and Buildings, 2023 - Elsevier
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 …

[HTML][HTML] Modelling community-scale renewable energy and electric vehicle management for cold-climate regions using machine learning

R Zahedi, M hasan Ghodusinejad, A Aslani… - Energy Strategy …, 2022 - Elsevier
With increasing environmental problems of fossil fuel-based devices and systems in
societies, diffusion and adoption of sustainability solutions such as renewable energy …

A review of optimization based tools for design and control of building energy systems

KA Barber, M Krarti - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
This paper reviews applications of multi-objective optimization approaches for design,
control, and the combination of both design and control of a single element or a set of …

A holistic digital workflow methodology to shifting towards net zero energy urban residential buildings in a semi-arid climate

SI Kaitouni, J Pfafferott, A Jamil, M Ahachad, J Brigui - Solar Energy, 2023 - Elsevier
Given the looming threats of climate change and the rapid worldwide urbanization, it is a
necessity to prioritize the transition towards a carbon-free built environment. This research …

[HTML][HTML] Evaluation of the impact of input uncertainty on urban building energy simulations using uncertainty and sensitivity analysis

E Prataviera, J Vivian, G Lombardo, A Zarrella - Applied Energy, 2022 - Elsevier
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 …

[HTML][HTML] On the accuracy of urban building energy modelling

A Oraiopoulos, B Howard - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
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 …

[HTML][HTML] Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach

U Ali, S Bano, MH Shamsi, D Sood, C Hoare, W Zuo… - Energy and …, 2024 - Elsevier
Stakeholders such as urban planners and energy policymakers use building energy
performance modeling and analysis to develop strategic sustainable energy plans with the …

[HTML][HTML] Roofpedia: Automatic mapping of green and solar roofs for an open roofscape registry and evaluation of urban sustainability

AN Wu, F Biljecki - Landscape and Urban Planning, 2021 - Elsevier
Sustainable roofs, such as those with greenery and photovoltaic panels, contribute to the
roadmap for reducing the carbon footprint of cities. However, research on sustainable urban …