1 dataset found
  1. S

    Model America - data for every U.S. building

    • data.subak.org
    • data.niaid.nih.gov
    • +1more
    Updated Feb 16, 2023
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Oak Ridge National Laboratory (ORNL) (2023). Model America - data for every U.S. building [Dataset]. https://data.subak.org/dataset/model-america-data-for-every-u-s-building
    Explore at:
    Dataset updated
    Feb 16, 2023
    Dataset provided by
    Oak Ridge National Laboratory (ORNL)
    Area covered
    United States
    Description

    The 5-year goal of the “Model America” concept was to generate a model of every building in the United States. This data repository delivers on that goal with "Model America v1".

    Oak Ridge National Laboratory (ORNL) has developed the Automatic Building Energy Modeling (AutoBEM) software suite to process multiple types of data, extract building-specific descriptors, generate building energy models, and simulate them on High Performance Computing (HPC) resources. For more information, see AutoBEM-related publications (bit.ly/AutoBEM).

    There were 125,715,609 buildings detected in the United States. Of this number, 122,146,671 (97.2%) buildings resulted in a successful generation and simulation of a building energy model. This dataset includes the full 125 million buildings. Future updates may include additional buildings, data improvements, or other algorithmic model enhancements in "Model America v2".

    1. Data, separated by state - minimalist list of each building (rows) for the following fields (columns)
      1. ID - unique building ID
      2. Footprint2D - lat/lon vertices of building footprint
      3. State_Abbrev - Abbreviation for the from which building is located
      4. Area - estimate of total conditioned floor area (ft2)
      5. Area2D - footprint area (ft2)
      6. CZ - ASHRAE Climate Zone designation
      7. Height - building height (ft)
      8. NumFloors - number of floors (above-grade)
      9. WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, 40% for commercial buildings)
      10. CZ - US climate zone designation
      11. BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards
      12. Standard - building vintage (determined by building age)

    This data is made free and openly available in hopes of stimulating any simulation-informed use case. Data is provided as-is with no warranties, express or implied, regarding fitness for a particular purpose. We wish to thank our sponsors which include Oak Ridge National Laboratory (ORNL) Laboratory Directed Research and Development (LDRD), U.S. Dept. of Energy’s (DOE) Building Technologies Office (BTO), Office of Electricity (OE), Biological and Environmental Research (BER), and National Nuclear Security Administration (NNSA).

  2. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

Share
FacebookFacebook
TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Oak Ridge National Laboratory (ORNL) (2023). Model America - data for every U.S. building [Dataset]. https://data.subak.org/dataset/model-america-data-for-every-u-s-building

Model America - data for every U.S. building

Explore at:
Dataset updated
Feb 16, 2023
Dataset provided by
Oak Ridge National Laboratory (ORNL)
Area covered
United States
Description

The 5-year goal of the “Model America” concept was to generate a model of every building in the United States. This data repository delivers on that goal with "Model America v1".

Oak Ridge National Laboratory (ORNL) has developed the Automatic Building Energy Modeling (AutoBEM) software suite to process multiple types of data, extract building-specific descriptors, generate building energy models, and simulate them on High Performance Computing (HPC) resources. For more information, see AutoBEM-related publications (bit.ly/AutoBEM).

There were 125,715,609 buildings detected in the United States. Of this number, 122,146,671 (97.2%) buildings resulted in a successful generation and simulation of a building energy model. This dataset includes the full 125 million buildings. Future updates may include additional buildings, data improvements, or other algorithmic model enhancements in "Model America v2".

  1. Data, separated by state - minimalist list of each building (rows) for the following fields (columns)
    1. ID - unique building ID
    2. Footprint2D - lat/lon vertices of building footprint
    3. State_Abbrev - Abbreviation for the from which building is located
    4. Area - estimate of total conditioned floor area (ft2)
    5. Area2D - footprint area (ft2)
    6. CZ - ASHRAE Climate Zone designation
    7. Height - building height (ft)
    8. NumFloors - number of floors (above-grade)
    9. WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, 40% for commercial buildings)
    10. CZ - US climate zone designation
    11. BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards
    12. Standard - building vintage (determined by building age)

This data is made free and openly available in hopes of stimulating any simulation-informed use case. Data is provided as-is with no warranties, express or implied, regarding fitness for a particular purpose. We wish to thank our sponsors which include Oak Ridge National Laboratory (ORNL) Laboratory Directed Research and Development (LDRD), U.S. Dept. of Energy’s (DOE) Building Technologies Office (BTO), Office of Electricity (OE), Biological and Environmental Research (BER), and National Nuclear Security Administration (NNSA).

Search
Clear search
Close search
Google apps
Main menu