Optimization Framework for Infrastructure Management Considering Traffic Safety Costs

The goal of this project is to develop a multi-objective optimization for IMS that can optimize MR&R decisions while simultaneously considering agency costs, total vehicle operating costs, and costs associated with safety performance. To do so, models that relate safety 3 (e.g., crash outcomes) to the roadway condition (e.g., IRI or overall pavement index) will be developed for Pennsylvania, and then used as input into a newly developed multi-objective optimization framework that utilizes a Markov Decision Process based on linear programming. The results will be compared to the two traditional approaches (an optimization where all costs are converted to dollar values and a bi-objective optimization, both excluding safety performance) to identify how MR&R decisions change when considering their impact on safety. If successful, this project can optimize how DOTs can utilize existing budgets for infrastructure management, as well as potentially expand the budget for MR&R activities

    Project

    • Status: Active
    • Funding: $PSU Fed Share--$96,983 Penn State Match--$97,000
    • Sponsor Organizations:

      Office of the Assistant Secretary for Research and Technology

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

      Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS)

      Pennsylvania State University
      University Park, PA  United States  16802
    • Project Managers:

      Donnell, Eric

    • Performing Organizations:

      Pennsylvania State University, University Park

      Thomas D. Larson Pennsylvania Transportation Institute
      Research Office Building
      University Park, PA  United States  16802-4710
    • Start Date: 20200601
    • Expected Completion Date: 20211201
    • Actual Completion Date: 0
    • USDOT Program: University Transportation Centers

    Subject/Index Terms

    Filing Info

    • Accession Number: 01739386
    • Record Type: Research project
    • Source Agency: Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS)
    • Files: UTC, RiP
    • Created Date: May 15 2020 4:10PM