Missouri DOT Data Acquisition and Data Processing Utilizing Artificial Intelligence Using Machine Learning
The use of artificial intelligence (AI) and machine learning (ML) is an innovation that will continue to play a prominent role in transportation. The objective of this research is to provide MoDOT with tools and information to implement and leverage AI and ML to improve public safety, increase time efficiencies and operations, facilitate asset inventory, support maintenance decision making, and reduce overall costs to the agency. This project will review and analyze current data collection and analysis efforts performed by MoDOT staff and recommend five processes that could be replaced by AI and ML. MoDOT will select three of the recommendations to move forward. As support documentation, each recommendation should have a cost-benefit analysis comparing AI and ML to traditional methods.
Language
- English
Project
- Status: Active
- Funding: $300,000
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Contract Numbers:
TR202215
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Sponsor Organizations:
Missouri Department of Transportation
1617 Missouri Boulevard
P.O. Box 270
Jefferson City, MO United States 65102 -
Project Managers:
Hosey, Jenni
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Performing Organizations:
6937 Blenheim Court
Pittsburgh, Pennsylvania United States 15208 -
Principal Investigators:
Schneweis, Kyle
- Start Date: 20220615
- Expected Completion Date: 20240630
- Actual Completion Date: 0
Subject/Index Terms
- TRT Terms: Artificial intelligence; Data analysis; Data collection; Machine learning
- Identifier Terms: Missouri Department of Transportation
- Subject Areas: Data and Information Technology; Transportation (General);
Filing Info
- Accession Number: 01851124
- Record Type: Research project
- Source Agency: Missouri Department of Transportation
- Contract Numbers: TR202215
- Files: RIP, STATEDOT
- Created Date: Jul 8 2022 4:35PM