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.

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: 20220531
  • Actual Completion Date: 20220531
  • USDOT Program: University Transportation Centers
  • Subprogram: Transportation Infrastructure Durability & Life Etension

Subject/Index Terms

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 4 2021 12:58PM