ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY

Smart, John

doi:10.15483/1876632

Title: ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY

Dataset
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Abstract

ReachNow provided Idaho National Laboratory (INL) with a dataset describing approximately 49,000 trips taken by customers and employees in approximately 100 BMW i3 EVs operating in ReachNow's free-floating car-sharing fleets in Seattle, WA, Portland, OR, and New York, NY between May 2016 and February 2017. Data fields include vehicle rental period start and end timestamps, the location where vehicles were parked at the start and end of rental periods, and distance driven during rental periods. A field categorizing the user during each rental period is also included. This field makes it possible to identify when vehicles were rented by customers and when vehicles were driven by fleet management team employees to reposition, charge, or service the vehicles.

Authors:

Smart, John

Idaho National Laboratory

Publication Date:: Mon Feb 02 19:00:00 EST 2026

DOE Contract Number:: AC05-76RL01830

Research Org.:: National Renewable Energy Laboratory; Pacific Northwest National Laboratory; Idaho National Laboratory

Sponsoring Org.:: USDOE Office of Energy Efficiency and Renewable Energy (EERE), Transportation Office. Vehicle Technologies Office (EE-3V)

Subject:: 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; car-sharing; charging behavior; commercial fleet vehicles; electric vehicles; light-duty vehicles; travel behavior; vehicle operating data

OSTI Identifier:: 1876632

DOI:: https://doi.org/10.15483/1876632

Citation Formats


                    Smart, John. ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY.  United States: N. p., 2026. 
        Web.  doi:10.15483/1876632.

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                    Smart, John. ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY.  United States.  doi:https://doi.org/10.15483/1876632

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                    Smart, John. 2026.  
"ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY".  United States.  doi:https://doi.org/10.15483/1876632.  https://www.osti.gov/servlets/purl/1876632. Pub date:Mon Feb 02 19:00:00 EST 2026

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@article{osti_1876632,

  title        = {ReachNow EV Driving Data From Seattle, WA, Portland, OR, and New York, NY},

  author       = {Smart, John},

  abstractNote = {ReachNow provided Idaho National Laboratory (INL) with a dataset describing approximately 49,000 trips taken by customers and employees in approximately 100 BMW i3 EVs operating in ReachNow's free-floating car-sharing fleets in Seattle, WA, Portland, OR, and New York, NY between May 2016 and February 2017. Data fields include vehicle rental period start and end timestamps, the location where vehicles were parked at the start and end of rental periods, and distance driven during rental periods. A field categorizing the user during each rental period is also included. This field makes it possible to identify when vehicles were rented by customers and when vehicles were driven by fleet management team employees to reposition, charge, or service the vehicles.},

  doi          = {10.15483/1876632},

  journal      = {},

  number       = ,

  volume       = ,

  place        = {United States},

  year         = {Mon Feb 02 19:00:00 EST 2026},

  month        = {Mon Feb 02 19:00:00 EST 2026}

}

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DOI: https://doi.org/10.15483/1876632

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