Real-Time Recommendations for Traffic Control in an Intelligent Transportation System During an Emergency Evacuation
Computer and communication technologies (ICT) have been incorporated in the North Carolina transportation infrastructure to build intelligent transportation systems (ITSs), which provide us opportunities to improve the effectiveness and efficiency of emergency response. As part of natural disaster preparation and response, evacuations often occur before or after natural disasters such as hurricanes and earthquakes. Recent hurricanes such as Irma (2017) and Florence (2018) caused mass evacuations and brought the public and research communities' attentions to many issues in evacuation plans implemented. It is obvious that effective and proper traffic control is crucial during a mass evacuation. During natural disasters, ITSs can play an important role in mass emergency evacuations. In this project, the research team proposes to develop and integrate ecological models for human evacuation behavior prediction and a real-time traffic control recommendation system to support disaster evacuations in intelligent transportation infrastructure. Optimization, simulation and machine learning approaches will be used to develop the proposed system.
Language
- English
Project
- Status: Completed
- Funding: $225034
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Contract Numbers:
69A3551747125
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Sponsor Organizations:
Center for Advanced Transportation Mobility
North Carolina Agricultural and Technical State University
Greensboro, NC United States 27411Office of the Assistant Secretary for Research and Technology
University Transportation Centers Program
Department of Transportation
Washington, DC United States 20590 -
Managing Organizations:
North Carolina A&T State University
1601 E. Market Street
Greensboro, NC United States 27411 -
Project Managers:
Qu, Xiuli
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Performing Organizations:
North Carolina A&T State University
1601 E. Market Street
Greensboro, NC United States 27411 -
Principal Investigators:
Qu, Xiuli
- Start Date: 20190515
- Expected Completion Date: 20220531
- Actual Completion Date: 0
- USDOT Program: University Transportation Centers Program
Subject/Index Terms
- TRT Terms: Behavior; Disaster preparedness; Evacuation; Highway traffic control; Intelligent transportation systems; Machine learning; Optimization; Real time control; Real time information; Recommendations; Simulation
- Geographic Terms: North Carolina
- Subject Areas: Data and Information Technology; Highways; Operations and Traffic Management; Planning and Forecasting; Security and Emergencies;
Filing Info
- Accession Number: 01708120
- Record Type: Research project
- Source Agency: Center for Advanced Transportation Mobility
- Contract Numbers: 69A3551747125
- Files: UTC, RIP
- Created Date: Jun 20 2019 3:17PM