Preparation of Pavement Infrastructure for Connected and Autonomous Vehicle Deployment –Phase I
While Connected and Autonomous Vehicle (CAV) might be ten or fifteen years away from large-scale deployment in reality, considering the long lifespan of transportation infrastructure, it might be beneficial for departments of transportation (DOT) to start to prepare transportation infrastructure to support future CAV testing and deployment. This project will firstly quantify the CAV trajectory pattern with the help of an autonomous driving simulation software, and explore and identify available datasets such as the Long-Term Pavement Performance (LTPP) database to develop and train an Artificial Intelligence (AI)-based pavement performance predictive model. Such model, once trained and validated, will be applied onto the collected CAV trajectory datasets, to study the impact of CAV movements to the pavement infrastructure.
Language
- English
Project
- Status: Active
- Funding: $120000
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Contract Numbers:
69A3551947137
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Sponsor Organizations:
Transportation Infrastructure Durability & Life Extension
Washington State University
Civil & Environmental Engineering
Pullman, Washington United States 99164Colorado Department of Transportation
4201 East Arkansas Avenue
Denver, CO United States 80222Missouri University of Science & Technology, Rolla
Department of Engineering
202 University Center
Rolla, MO 65409 -
Managing Organizations:
Transportation Infrastructure Durability & Life Extension
Washington State University
Civil & Environmental Engineering
Pullman, Washington United States 99164 -
Project Managers:
Kline, Robin
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Performing Organizations:
Missouri University of Science & Technology, Rolla
Department of Engineering
202 University Center
Rolla, MO 65409 -
Principal Investigators:
Liu, Jenny
Hu, Xianbiao
- Start Date: 20210601
- Expected Completion Date: 20230831
- Actual Completion Date: 0
- USDOT Program: University Transportation Centers
- Subprogram: Transportation Infrastructure Durability and Life Extension
Subject/Index Terms
- TRT Terms: Artificial intelligence; Autonomous vehicles; Connected vehicles; Deployment; Infrastructure; Pavement performance; Pavements; Simulation; Trajectory
- Identifier Terms: Long Term Pavement Performance (LTPP) Program
- Subject Areas: Highways; Pavements; Planning and Forecasting; Vehicles and Equipment;
Filing Info
- Accession Number: 01773718
- Record Type: Research project
- Source Agency: National Center for Transportation Infrastructure Durability and Life-Extension
- Contract Numbers: 69A3551947137
- Files: UTC, RIP
- Created Date: Jun 5 2021 4:58PM