Advances in building data management for building performance standards using the SEED platform

Reducing energy consumption and greenhouse gas emissions in the built environment is a critical step in achieving emission goals to mitigate climate change impacts. Local, federal, and international jurisdictions are deploying several methods to reduce energy and emissions such as voluntary and mandatory benchmarking and building performance standards, requiring building owners to reach energy and emission targets. Jurisdictions leveraging benchmarking and building performance standards require knowledge of the buildings covered; which is a large task due to staffing constraints, limited information on building characteristics and tax parcel data, and the need for advanced data management techniques to align datasets. This paper describes an open-source platform's recent advances to create consistent taxonomies, identify erroneous data, enable auditability, and track building performance. The paper concludes with two use cases on how the platform has been used by jurisdictions. • Discuss the status of benchmarking and building performance standards. • Describe the processes that are used to manage building performance datasets. • Present the SEED platform as a solution to manage building performance datasets.

Authors

Institutions

Publication Details

Journal
Developments in the Built Environment
Published
2024-09-06
DOI
https://doi.org/10.1016/j.dibe.2024.100530
Citations
1
Primary Topic
BIM and Construction Integration
Type
article
Field-Weighted Citation Impact
0.27

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advances in building data management for building performance standards using the SEED platform

Nicholas Long, Gregor P. Henze, Robin Mitchell, K. E. Fleming et al.
1 citations
Developments in the Built Environment
BIM and Construction Integration
0.27
article

Advances in building data management for building performance standards using the SEED platform

Nicholas Long, Gregor P. Henze, Robin Mitchell, K. E. Fleming, Alex Swindler, A. Held
article en
1 citations

Abstract

Reducing energy consumption and greenhouse gas emissions in the built environment is a critical step in achieving emission goals to mitigate climate change impacts. Local, federal, and international jurisdictions are deploying several methods to reduce energy and emissions such as voluntary and mandatory benchmarking and building performance standards, requiring building owners to reach energy and emission targets. Jurisdictions leveraging benchmarking and building performance standards require knowledge of the buildings covered; which is a large task due to staffing constraints, limited information on building characteristics and tax parcel data, and the need for advanced data management techniques to align datasets. This paper describes an open-source platform's recent advances to create consistent taxonomies, identify erroneous data, enable auditability, and track building performance. The paper concludes with two use cases on how the platform has been used by jurisdictions. • Discuss the status of benchmarking and building performance standards. • Describe the processes that are used to manage building performance datasets. • Present the SEED platform as a solution to manage building performance datasets.

Developments in the Built EnvironmentVol. 20
National Laboratory of the Rockies (US), Lawrence Berkeley National Laboratory (US), University of Colorado Boulder (US), Department of Energy and Environment (US)
U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, Office of Energy Efficiency
Openalex Percentile: Top 44%
BIM and Construction Integration
0.27
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Advances in building data management for building performance standards using the SEED platform — Nicholas Long, Gregor P. Henze, et al. · Developments in the Built Environment (2024) | TGRS Research Map | TGRS