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Maria St. Louise-Sanchez

National Renewable Energy Laboratory

1617 Cole Blvd.

Golden, CO 80401-3393

United States

  • National Renewable Energy Laboratory

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Scholarly Papers (1)

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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
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Abstract:

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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