Synthetic Fleet Generation and Vehicle Assignment to Synthetic Households for Regional and Sub-regional Sustainability Analysis
This research will develop a framework to combine several data sources (licensed household marketing demographics data, vehicle registration data, and license plate observation data) to generate sub-region synthetic fleets and assign these vehicles to synthetic households in travel demand models and to each model-predicted tour and set of trips. Two modeling frameworks will be developed using synthetic fleet modeling, one for household-vehicle-tour combinations used in regional trip-level and household-level emissions modeling, and the other for electric vehicle (EV) adoption modeling, which will be used to evaluate each household’s potential to purchase EVs and adopt EVs to specific trips. The proposed synthetic fleet modeling methods will enhance regional modeling, sub-regional sustainability analysis, and EV policy assessment.
Language
- English
Project
- Status: Active
- Funding: $120000
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Contract Numbers:
DOT 69A3551747114
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Sponsor Organizations:
National Center for Sustainable Transportation
University of California, Davis
Davis, CA United StatesOffice of the Assistant Secretary for Research and Technology
University Transportation Centers Program
Department of Transportation
Washington, DC United States 20590 Atlanta, United States -
Managing Organizations:
National Center for Sustainable Transportation
University of California, Davis
Davis, CA United StatesGeorgia Institute of Technology, Atlanta
790 Atlantic Drive
Atlanta, GA United States 30332-0355 -
Project Managers:
Iacobucci, Lauren
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Performing Organizations:
National Center for Sustainable Transportation
University of California, Davis
Davis, CA United StatesGeorgia Institute of Technology, Atlanta
School of Civil and Environmental Engineering
790 Atlantic Drive
Atlanta, GA United States 30332-0355 -
Principal Investigators:
Guensler, Randall
Lu, Hongyu
- Start Date: 20201001
- Expected Completion Date: 20230430
- Actual Completion Date: 0
- USDOT Program: University Transportation Centers
Subject/Index Terms
- TRT Terms: Automobile ownership; Electric vehicles; Households; Pollutants; Sustainable transportation; Travel demand
- Subject Areas: Environment; Highways; Planning and Forecasting; Vehicles and Equipment;
Filing Info
- Accession Number: 01761941
- Record Type: Research project
- Source Agency: National Center for Sustainable Transportation
- Contract Numbers: DOT 69A3551747114
- Files: UTC, RIP
- Created Date: Jan 4 2021 11:38PM