A hypergraph model shows the carbon reduction potential of effective space use in housing

Humans spend over 90% of their time in buildings, which account for 40% of anthropogenic greenhouse gas emissions and are a leading driver of climate change. Incentivizing more sustainable construction, building codes are used to enforce indoor comfort standards and minimum energy efficiency requirements. However, they currently only reward measures such as equipment or envelope upgrades and disregard the actual spatial configuration and usage. Using a new hypergraph model that encodes building floorplan organization and facilitates automatic geometry creation, we demonstrate that space efficiency outperforms envelope upgrades in terms of operational carbon emissions in 72%, 61% and 33% of surveyed buildings in Zurich, New York, and Singapore. Using automatically generated floorplans in a case study in Zurich further increased access to daylight by up to 24%, revealing that auto-generated floorplans have the potential to improve the quality of residential spaces in terms of environmental performance and access to daylight.

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Publication Details

Journal
Nature Communications
Published
2024-09-27
DOI
https://doi.org/10.1038/s41467-024-52506-z
Citations
17
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
4.51
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article

A hypergraph model shows the carbon reduction potential of effective space use in housing

Ramon Weber, Christoph Reinhart, Caitlin Mueller
17 citations
Nature Communications
Building Energy and Comfort Optimization
4.51
article

A hypergraph model shows the carbon reduction potential of effective space use in housing

Ramon Weber, Christoph Reinhart, Caitlin Mueller
article en
17 citations

Abstract

Humans spend over 90% of their time in buildings, which account for 40% of anthropogenic greenhouse gas emissions and are a leading driver of climate change. Incentivizing more sustainable construction, building codes are used to enforce indoor comfort standards and minimum energy efficiency requirements. However, they currently only reward measures such as equipment or envelope upgrades and disregard the actual spatial configuration and usage. Using a new hypergraph model that encodes building floorplan organization and facilitates automatic geometry creation, we demonstrate that space efficiency outperforms envelope upgrades in terms of operational carbon emissions in 72%, 61% and 33% of surveyed buildings in Zurich, New York, and Singapore. Using automatically generated floorplans in a case study in Zurich further increased access to daylight by up to 24%, revealing that auto-generated floorplans have the potential to improve the quality of residential spaces in terms of environmental performance and access to daylight.

Nature CommunicationsVol. 15(1)
Massachusetts Institute of Technology (US)
Climate action
Openalex Percentile: Top 5%
Building Energy and Comfort Optimization
4.51
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A hypergraph model shows the carbon reduction potential of effective space use in housing — Ramon Weber, Christoph Reinhart, et al. · Nature Communications (2024) | TGRS Research Map | TGRS