A Data-driven and Model-based Approach for Assessing the Potential of Electric Vehicle Adoption and Corresponding Reduction in Energy Use and Emissions: A Case Study in Georgia

This research assesses the energy and emissions impacts associated with the potential purchase of EVs and the adoption of EVs to specific trips in Georgia households, using household socio-demographic attributes and trip-specific characteristics as input variables into an enhanced two-phase, data-driven modeling approach. This modeling framework is scalable, can be applied to specific regions and states, and can be used to estimate the future EV market penetration and adoption of EVs to specific trips, making the tools useful in a variety of transportation studies, such as promotion of alternative fueled vehicles via incentive programs, assessment of charging station deployment strategies, and assignment of shared EVs.

Record URL:

Language

English

Project

Status: Active
Funding: $120000
Contract Numbers:
DOT 69A3551747114
Sponsor Organizations:
Office of the Assistant Secretary for Research and Technology

University Transportation Centers Program
Department of Transportation
Washington, DC United States 20590

National Center for Sustainable Transportation

University of California, Davis
Davis, CA United States

Georgia State Road and Tollway Authority

Atlanta, United States
Managing Organizations:
National Center for Sustainable Transportation

University of California, Davis
Davis, CA United States
Project Managers:
Iacobucci, Lauren
Performing Organizations:
National Center for Sustainable Transportation

University of California, Davis
Davis, CA United States

Georgia Institute of Technology, Atlanta

790 Atlantic Drive
Atlanta, GA United States 30332-0355
Principal Investigators:
Dai, Ziyi

Rodgers, Michael

Liu, Haobing
Start Date: 20200101
Expected Completion Date: 20211031
Actual Completion Date: 0
USDOT Program: University Transportation Centers

Subject/Index Terms

TRT Terms: Case studies; Costs; Demographics; Electric vehicles; Energy consumption; Forecasting; Households; Implementation; Market penetration; Travel behavior
Geographic Terms: Georgia
Subject Areas: Energy; Highways; Planning and Forecasting; Vehicles and Equipment;

Filing Info

Accession Number: 01724962
Record Type: Research project
Source Agency: National Center for Sustainable Transportation
Contract Numbers: DOT 69A3551747114
Files: UTC, RIP
Created Date: Dec 11 2019 2:07PM