Investigation of the Link Between Macroscopic Traffic Flow Characteristics and Individual Vehicle Fuel Consumption
This project investigated the factors impacting individual vehicle energy consumption, including vehicle characteristics, ambient temperature, season, speed, driving behavior, and traffic flow. A fleet of 18 vehicles with a variety of ownership, size, model, year, and powertrain characteristics was monitored using on-board diagnostics II (OBD-II) loggers to collect each vehicle’s controller area network (CAN) bus data for a one-year period. Traffic data, including flow rate, space mean speed, and density, were also collected and linked with the vehicle data. Based on vehicle CAN bus data, fuel consumption models for gasoline vehicles were calibrated, and a new electricity consumption model for electric vehicles was proposed. Both models can reliably estimate individual vehicle energy consumption.
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Language
- English
Project
- Status: Completed
- Funding: $81261
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Contract Numbers:
DTRT13-G-UTC37
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Sponsor Organizations:
Office of the Assistant Secretary for Research and Technology
University Transportation Centers Program
Department of Transportation
Washington, DC United States 20590 Iowa State University
2711 S Loop Drive, Suite 4700
Ames, IA United States 50010-8664 -
Managing Organizations:
Iowa State University
2711 S Loop Drive, Suite 4700
Ames, IA United States 50010-8664 -
Performing Organizations:
Center for Transportation Research and Education
2711 South Loop Drive, Suite 4700
Ames, IA United States 50010-8664 -
Principal Investigators:
Dong, Jing
- Start Date: 20150316
- Expected Completion Date: 20170930
- Actual Completion Date: 20170930
Subject/Index Terms
- TRT Terms: Air quality management; Automated vehicle control for ground vehicles; Emissions testing; Environment; Exhaust gases; Fuel consumption; Mobile communication systems; Traffic congestion; Traffic control; Traffic flow; Vehicle mix
- Subject Areas: Data and Information Technology; Energy; Environment; Operations and Traffic Management; Vehicles and Equipment;
Filing Info
- Accession Number: 01578160
- Record Type: Research project
- Source Agency: Midwest Transportation Center
- Contract Numbers: DTRT13-G-UTC37
- Files: UTC, RiP
- Created Date: Oct 13 2015 3:55PM