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Case Study

Remote sensing of heavy-duty vehicle emissions in the United States

United States & Canada
Colorado, United States
Virginia, United States
Authors: Yoann Bernard, Tim Dallmann, Uwe Tietge, Huzeifa Badshah, John German
Remote sensing of heavy-duty vehicle emissions in the United States

This case study utilizes the TRUE Initiative’s U.S. remote sensing database to analyze the real-world emissions of heavy-duty vehicles. Approximately 73,000 measurements are included in this analysis of temporal trends in heavy-duty vehicle NOx emissions.

Key findings include:

  • For most engine model years, real-world NOx emissions exceed EPA engine emission standards. Remote sensing data show a considerable lag of 6 years or more between the adoption of EPA 2010 standards and the time when real-world emissions approached certification limits.
  • NOx emissions from heavy-duty vehicles equipped with 2016 MY or newer engines have decreased by more than 94% compared to vehicles using 2004 MY engines.
  • Remote sensing measurements show that NOx emissions are highest at low-speed operation. At speeds below 25 mph, NOx emissions are relatively high compared to the EPA certification standard.
In collaboration with

Colorado Department of Public Health & Environment, Virginia Department of Environmental Quality, University of Denver

Data source

TRUE North American Database: Real-world emissions measurements provided from partners in the Denver Metropolitan area and North Front range in Colorado, and Northern Virginia.

Categories
Heavy-duty vehicles
Market surveillance