Using Electric Vehicle Onboard Data for Pavement Quality Assessment and Management

Inspired by the recent LiRA project in Denmark funded by the Danish Road Ministry, the study team proposes to implement their open-source methods on a MnDOT vehicle (or small fleet of vehicles) to perform a feasibility analysis on conducting pavement monitoring using onboard vehicle data from fleets of vehicles in Minnesota. This will include identifying possible vehicles for use, decoding onboard data, re-calibrating the machine learning models for the selected vehicle, and comparing obtained pavement quality estimates to established values from regular MnDOT pavement assessment measurements.

Language

• English

Project

• Status: Active
• Funding: $261891
• Contract Numbers:

  1036342 WO#93

• Sponsor Organizations:

  Minnesota Department of Transportation

  395 John Ireland Boulevard
  St Paul, MN  United States  55155
• Principal Investigators:

  Marasteanu, Mihai

• Start Date: 20230630
• Expected Completion Date: 20250630
• Actual Completion Date: 0

Subject/Index Terms

• TRT Terms: Data mining; Electric vehicles; Evaluation; Monitoring; Pavements; Vehicle fleets
• Geographic Terms: Minnesota
• Subject Areas: Data and Information Technology; Highways; Pavements; Vehicles and Equipment;

Filing Info

• Accession Number: 01892956
• Record Type: Research project
• Source Agency: Minnesota Department of Transportation
• Contract Numbers: 1036342 WO#93
• Files: RIP, STATEDOT
• Created Date: Sep 12 2023 2:01PM