Model America - Energy Simulation Output for 2022 Summer in Arizona from ORNL's AutoBEM

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).

This dataset include the energy simulation output using NASA Power 2022 weather data (June 1st-August 31st) for each county in AZ. The output field includes basic energy simulation outputs and Anthropogenic Emissions.

Building Information Data Fields:

ID

CZ

Centroid

State_Abbr

Footprint2D

Height,Area2D

BuildingType

NumFloors

Area

Standard

NumWalls

WWR_surfaces

Energy Simulation Data Fields:

Electricity_Facility[kBTU]

NaturalGas_Facility[kBTU]

Heating_Electricity[kBTU]

Cooling_Electricity[kBTU]

Heating_NaturalGas[kBTU]

Heating_Total[kBTU]

WaterSystems_Electricity[kBTU]

Lighting_Electricity[kBTU]

Equipment_Electricity[kBTU]

Fans_Electricity[kBTU]

Pumps_Electricity[kBTU]

HeatRejection_Electricity[kBTU]

HeatRecovery_Electricity[kBTU]

Surface_Outside_Face_Heat_Emission[GJ]

Zone_Exfiltration_Heat_Loss[GJ]

Zone_Exhaust_Air_Heat_Loss[GJ]

Heat_Rejection_Energy[GJ]

Anthropogenic_Emissions[GJ]

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), U.S. Dept. of Energy’s (DOE) Building Technologies Office (BTO), Office of Electricity (OE), and Biological and Environmental Research (BER).