Integrated Multisector Multiscale Modeling (IM3)

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Published February 16, 2021 | Version 1.0
Dataset Restricted

Model America - Clark County (Vegas) extract from ORNL's AutoBEM

Authors/Creators

  • 1. Oak Ridge National Laboratory
  • 2. The University of Tennessee

Description

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).

Two sets of data are provided for 589,586 buildings located within the boundary of Clark County (Las Vegas) in the United States:

  1. Data (185MB *.csv) - minimalist list of each building (rows) for the following fields (columns)
    1. County - county name
    2. State - state name
    3. CZ - ASHRAE Climate Zone designation
    4. Clim_Zone - text label of climate zone
    5. est_year - estimated year of construction
    6. est_commercial - estimated building type (0=residential, 1=commercial)
    7. Centroid - building center location in latitude/longitude (from Footprint2D)
    8. Footprint2D - building polygon of 2D footprint (lat1/lon1_lat2/lon2_...)
    9. Height - building height (feet)
    10. ID - unique building ID
    11. Area2D - footprint area (ft2)
    12. BuildingType - DOE prototype building designation (IECC=residential) as implemented by OpenStudio-standards
    13. WWR_surfaces - percent of each facade (pair of points from Footprint2D) covered by fenestration/windows (average 14.5% for residential, average 40% for commercial buildings varying by building type)
    14. NumFloors - number of floors (above-grade)
    15. Area - estimate of total conditioned floor area (ft2)
    16. Standard - building vintage
  2. Models (9.2GB *.tar.gz) - EnergyPlus building energy models named according to ID

Notes

Integrated Multisector Multiscale Modeling (IM3) project - https://im3.pnnl.gov/

Files

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This dataset is made available under restricted access for purposes of the IM3 project prior to public release of a larger dataset for final use by the project.

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