[HTML][HTML] Deep learning for estimating energy savings of early-stage facade design decisions

B Abediniangerabi, A Makhmalbaf, M Shahandashti - Energy and AI, 2021 - Elsevier
The selection of high-performance building facade systems is essential to promote building
energy efficiency. However, this selection is highly dependent on early-stage design …

A data-driven framework for energy-conscious design of building facade systems

B Abediniangerabi, SM Shahandashti… - Journal of Building …, 2020 - Elsevier
A building façade system plays a critical role in building energy conservation since it has a
large impact on the heat transfer between the outdoor and indoor environments …

Building energy performance analysis of ultra-high-performance fiber-reinforced concrete (UHP-FRC) façade systems

B Abediniangerabi, SM Shahandashti, B Bell… - Energy and …, 2018 - Elsevier
Majority of building energy consumption is used to heat and cool enclosed spaces. An
innovative ultra-high-performance fiber-reinforced concrete (UHP-FRC) façade system could …

Estimating energy savings of ultra-high-performance fibre-reinforced concrete facade panels at the early design stage of buildings using gradient boosting machines

B Abediniangerabi, A Makhmalbaf… - Advances in Building …, 2022 - Taylor & Francis
The selection of an energy-efficient building facade system, as one of the most important
early-stage design decisions, plays a crucial role in reducing building energy use by …

Monte Carlo housing stock model to predict the energy performance indicators

JNB Fonseca, MJNO Panão - Energy and Buildings, 2017 - Elsevier
This study presents a new physics-based model of housing stock energy using Monte Carlo,
where inputs are probability distribution functions originated from Energy Performance …

[PDF][PDF] Can we trust building energy performance models' results

E de Moura Scortegagna, N Martins… - Proceedings of the 18th …, 2023 - researchgate.net
Despite the attempt of the building's energy demand reduction as part of a mitigation
response to climate change, there is a recognized need for improvement of the accuracy in …

Assembly-scale and whole-building energy performance analysis of ultra-high-performance fiber-reinforced concrete (UHP-FRC) facade systems

B Abediniangerabi, SM Shahandashti… - … Symposium on Ultra …, 2019 - iastatedigitalpress.com
Majority of building energy consumption is used to heat and cool enclosed spaces. An
innovative ultra-high-performance fiber-reinforced concrete (UHP-FRC) façade system has …

[PDF][PDF] Energy and AI

B Abediniangerabi, A Makhmalbaf, M Shahandashti - researchgate.net
abstract The selection of high-performance building facade systems is essential to promote
building energy efficiency. However, this selection is highly dependent on early-stage …

Evidence-based Calibration of a Building Energy Performance Model With Uncertainty and Sensitivity Analysis

E de Moura Scortegagna - 2020 - search.proquest.com
Dynamic simulation of buildings is an increasingly common practice in engineering and
architecture. Although the simulators currently used are increasingly powerful, the …

[引用][C] Monte Carlo housing stock model to predict the energy performance indicators

JNB Fonsecab, MJNO Panaoa