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Andrew Kotz

National Renewable Energy Laboratory

1617 Cole Blvd.

Golden, CO 80401-3393

United States

  • National Renewable Energy Laboratory

SCHOLARLY PAPERS

3

DOWNLOADS

114

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Fleet Chromosomes: Novel Methodology to Uncover Patterns in Real-World Commercial Driving

Number of pages: 43 Posted: 28 Oct 2025
Karen Ficenec, Eric Miller, Andrew Kotz, Kenneth Kelly, Maria St. Louise-Sanchez, Jason Lustbader and Alicia Birky
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Renewable Energy Laboratory
Downloads 61 (961,006)

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cluster naming, statistical-based nomenclature, Uniform Manifold Approximation and Projection (UMAP), on-board diagnostic data, commercial vehicles, operational behavior versus vocations, pattern recognition

2.

Heavy-Duty Vehicle Driving Patterns to Inform Temporal Speed Distributions for Emission Modeling

Number of pages: 27 Posted: 11 Sep 2025
Karen Ficenec, Chen Zhang, Andrew Kotz, Kenneth Kelly, Tiffany Mo, Carl Fulper, Jessica Brakora and Darrell Sonntag
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, US Environmental Protection Agency, US Environmental Protection Agency, US Environmental Protection Agency and Brigham Young University
Downloads 29 (1,345,526)

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commercial vehicles, emissions modeling, vocational speed distributions, on-board diagnostic data

3.

Heavy-Duty Vehicle Driving Patterns to Inform Moves Distributions for Emission Modeling

Number of pages: 16 Posted: 06 Nov 2024
Karen Ficenec, Chen Zhang, Andrew Kotz, Kenneth Kelly, Tiffany Mo, Carl Fulper, Jessica Brakora and Darrell Sonntag
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, US Environmental Protection Agency, US Environmental Protection Agency, US Environmental Protection Agency and Brigham Young University
Downloads 24 (1,411,822)

Abstract:

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on-road data, heavy-duty vehicles, driving patterns, speed distributions, temporal profiles, vocation