Analysis of Effects of Tire Tread Deterioration on Safety Impacts from Analysis of Inspection Data

In this project, the research team leverages more than 10 years worth of data from millions of passenger vehicle safety inspections in Pennsylvania to track the deterioration of tire tread thickness. Ensuring that tire tread thickness is greater than 2/32 of an inch for all tires on the vehicle is an explicit criteria mandated by state law during annual safety inspections. When tire tread depth data is tracked over time for an individual vehicle, one can see how tread of tires decreases, and can also make estimates and extrapolations of deterioration relevant to the whole fleet. In this project, the team will organize the available data to the vehicle level and attempt to create time series of tire wear for each vehicle over all available records. The team will then develop "deterioration curves" for the tire tread values based on the annually updated values. The team will then aggregate the vehicle-level deterioration rates to create fleet average deterioration rates for tire tread, and compare these values with those presented in the literature. Using these deterioration rates, the team will produce vehicle-level estimates that predict when a car's tread would fall below the specified safety threshold, because if not addressed by purchasing new tires, these cars would be unsafe to drive. More specifically, the team cares about predicting what percent of cars in a year would be expected to fall below the threshold at some point between the dates of the annual safety inspections.

Language

  • English

Project

  • Status: Completed
  • Funding: $40000
  • Contract Numbers:

    DTRT-13-GUTC-26

  • Sponsor Organizations:

    Carnegie Mellon University

    Mobility 21 National UTDOT for Mobility of Goods and People
    ,    

    Office of the Assistant Secretary for Research and Technology

    University Transportation Program
    ,    
  • Managing Organizations:

    Carnegie Mellon Univeristy

    Mobility 21 National UTDOT for Mobility of Goods and People
    ,    
  • Project Managers:

    Schweyer, Lisa Kay

  • Performing Organizations:

    Carnegie Mellon University

    ,    
  • Principal Investigators:

    Matthews, H

  • Start Date: 20170101
  • Expected Completion Date: 20180830
  • Actual Completion Date: 0
  • USDOT Program: University Transportation Centers

Subject/Index Terms

Filing Info

  • Accession Number: 01677491
  • Record Type: Research project
  • Source Agency: Technologies for Safe and Efficient Transportation University Transportation Center
  • Contract Numbers: DTRT-13-GUTC-26
  • Files: UTC, RiP
  • Created Date: Aug 7 2018 12:04PM