[HTML][HTML] Information modelling for urban building energy simulation—A taxonomic review

A Malhotra, J Bischof, A Nichersu, KH Häfele… - Building and …, 2022 - Elsevier
Climate change, increasing emissions and rising global temperatures have gradually
affected the way we think about the future of our planet. Urban areas possess significant …

[HTML][HTML] A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making

U Ali, MH Shamsi, M Bohacek, K Purcell, C Hoare… - Applied Energy, 2020 - Elsevier
Urban planners, local authorities, and energy policymakers often develop strategic
sustainable energy plans for the urban building stock in order to minimize overall energy …

Application of machine learning for predicting building energy use at different temporal and spatial resolution under climate change in USA

R Mohammadiziazi, MM Bilec - Buildings, 2020 - mdpi.com
Given the urgency of climate change, development of fast and reliable methods is essential
to understand urban building energy use in the sector that accounts for 40% of total energy …

The Carbon Footprint of Net Zero Buildings: A Critical Review

AM Khan, WS Alaloul… - 2023 4th International …, 2023 - ieeexplore.ieee.org
The idea of" net zero" buildings has received a lot of interest as a potential solution to reduce
carbon emissions in the construction industry. However, real-world consequences frequently …

From Tweets to Energy Trends (TwEn): An exploratory framework for machine learning-based forecasting of urban-scale energy behavior leveraging social media …

N Abbasabadi, M Ashayeri - Energy and Buildings, 2024 - Elsevier
Understanding energy dynamics is crucial in addressing climate change, yet the accuracy of
energy predictions is often limited by reliance on oversimplified static data, failing to …

DESCity: district energy simulation using CityGML models

A Malhotra, CA van Treeck, J O'Donnell - 2023 - publications.rwth-aachen.de
Kurzfassung Global gesteigerte Energiebedarfe bedingen Maßnahmen zur Verbesserung
der energetischen Performance des Gebäudebestands auf dem Quartiers-und …

GIS-based multi-scale residential building energy modeling using a data-driven approach

U Ali, MH Shamsi, M Bohacek, K Purcell… - Building …, 2021 - publications.ibpsa.org
Urban planning and development strategies are undergoing a transformation from
conventional design to more innovative approaches in order to combat climate change. As …

GIS-based Multi-scale Residential Building Energy Performance Prediction using a Data-driven Approach

U Ali, MH Shamsi, M Bohacek… - … , D., Laverge, J …, 2021 - researchrepository.ucd.ie
Urban planning and development strategies are undergoing a transformation from
conventional design to more innovative approaches in order to combat climate change. As …

Modeling Energy and Material Use of Buildings at Urban Scale

R Mohammadiziazi - 2022 - search.proquest.com
In the past decade, scientific efforts to address the urgency of energy consumption and
greenhouse gas (GHG) emissions from the building sector have increased. Buildings in the …