2022 Annual Technology Baseline (ATB) Cost and Performance Data for Transportation Technologies

Description

The 2022 Transportation Annual Technology Baseline (ATB) provides detailed cost and performance data, estimates, and assumptions for vehicle and fuel technologies in the United States. It includes current and projected estimates: time-series through 2050 for light, medium, and heavy-duty vehicle technologies; scenarios for conventional and alternative fuels. It details the assumptions used to calculate those costs, such as natural gas and electricity prices, discount rates, and vehicle miles traveled. The 2022 Transportation ATB vehicle data are specifically for cars powered by gasoline, diesel, natural gas, gasoline hybrid, plug-in hybrid, battery electric, and fuel-cell powertrains and for trucks powered by diesel, diesel hybrid, plug-in hybrid, battery electric, and fuel cell powertrains. Fuels and blendstocks include gasoline, ethanol, blendstock for oxygenate blending, diesel, diesel from biomass, natural gas, electricity, hydrogen, aviation fuel, and marine fuel. At this time, the ATB does not include other vehicles such as buses, 2- and 3-wheeled motorized vehicles, or non-road vehicles such as aircraft, vessels, locomotives, and those for industry and agriculture. See "ATB Transportation Website" resource below for more project information.

Resources

Name Format Description Link
21 AWS public dataset program registry page for data released under the Department of Energy's (DOE) Open Energy Data Initiative (OEDI). The registry page contains information about dataset documentation, access, and contact, for each of the OEDI Data Lake datasets. https://registry.opendata.aws/oedi-data-lake/
21 ATB website providing more information about the 2022 Transportation ATB data and technologies. https://atb.nrel.gov/transportation/2022/index
21 ATB Transportation Database in the OEDI Data Lake on AWS. ATB transportation data can be found in CSV and parquet files for 2022. https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Ftransportation%2F
57 ATB Transportation Tableau workbooks to further explore the data, including levelized cost of driving and emissions estimates with additional fuel pathways. https://data.openei.org/files/5990/2022_ATB_Tableau_Download_v1%20%281%29.zip
37 Jupyter notebook example for AWS data access and usage. In this notebook, we demonstrate how to access the 2022 transportation ATB data from OEDI's S3 storage. We will see how to explore the data and generate some plots. https://data.openei.org/files/5990/Transportation%20ATB%202022%20Example%20Notebook.ipynb

Tags

  • data
  • cost
  • natural-gas
  • performance
  • transportation
  • vehicle
  • electricity
  • united-states
  • atb
  • power
  • model
  • technology
  • annual-technology-baseline
  • 2022
  • energy
  • time-series
  • fuel

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