AI-Based Prediction Models for Transportation Infrastructure Asset Management Data Hub – Phase I

Massive field data have been collected by pavement engineers over the past thirty years. These data have great values to direct future pavement designs, maintenance, and quality assurance, but have not been fully investigated in the past studies. The proposed project is a one-year study to conduct deep and systematic data mining on the existing pavement data and develop predictive models in terms of pavement performance, material properties, traffic effects, and pavement maintenance plans using data-driven intelligence technologies.

• Record URL:
  https://tridurle.wsu.edu/ai-based-prediction-models/

Language

• English

Project

• Status: Active
• Funding: $120000
• Contract Numbers:

  69A3551947137

• Sponsor Organizations:

  Transportation Infrastructure Durability & Life Extension

  Washington State University
  Civil & Environmental Engineering
  Pullman, Washington  United States  99164

  Missouri University of Science & Technology, Rolla

  Department of Engineering
  202 University Center
  Rolla, MO    65409

  Colorado Department of Transportation

  4201 East Arkansas Avenue
  Denver, CO  United States  80222

  Office of the Assistant Secretary for Research and Technology

  University Transportation Centers Program
  Department of Transportation
  Washington, DC  United States  20590
• Managing Organizations:

  Transportation Infrastructure Durability & Life Extension

  Washington State University
  Civil & Environmental Engineering
  Pullman, Washington  United States  99164
• Project Managers:

  Kline, Robin

• 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; Data analysis; Data banks; Data mining; Mathematical models; Mathematical prediction; Pavement design; Pavement maintenance; Pavement performance; Properties of materials
• Subject Areas: Data and Information Technology; Design; Maintenance and Preservation; Pavements;

Filing Info

• Accession Number: 01773722
• 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 5:23PM