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Prediction of Defect Hotspots for Highway Maintenance Management: A Multi-asset Machine Learning Approach
Title
Prediction of Defect Hotspots for Highway Maintenance Management: A Multi-asset Machine Learning Approach
Author
Karimzadeh, Arash
Date Created
2020
Subjects--Topical
Civil engineering, Transportation, Artificial intelligence
Description
Given multiple budget and revenue constraints that the transportation sector encounters, predictive analytics enables maintenance agencies to make effective decisions, prioritize maintenance tasks, and provide efficient life-cycle planning. To thi...
Development of Bridge Management Tools for Predicting Bridge Replacement Projects
Title
Development of Bridge Management Tools for Predicting Bridge Replacement Projects
Author
Alar, Aidan
Date Created
2018
Subjects--Topical
Civil engineering
Description
One of the responsibilities of the NCDOT is the prioritization of highway bridge replacement projects throughout the North Carolina transportation system. The Priority Rating Index (PRI) is a multi-criteria formula that is currently used to provid...
A FRAMEWORK FOR CONDITION ASSESSMENT AND ASSET MANAGEMENT PRACTICES FOR THE MARINE (FERRY) INDUSTRY
Title
A FRAMEWORK FOR CONDITION ASSESSMENT AND ASSET MANAGEMENT PRACTICES FOR THE MARINE (FERRY) INDUSTRY
Author
Raja, Daxil
Date Created
2018
Subjects--Topical
Marine engineering
Description
The North Carolina Department of Transportation (NCDOT) and the North Carolina Ferry Service (NCFS) Division is responsible for extensive infrastructure which includes numerous assets. As with any organization with an extensive list of assets, it ...
A FRAMEWORK FOR LONG TERM ASSET MANAGEMENT PLAN USING ASSET PRIORITY INDEX AND CONDITION INDEX FOR THE NORTH CAROLINA FERRY SYSTEM
Title
A FRAMEWORK FOR LONG TERM ASSET MANAGEMENT PLAN USING ASSET PRIORITY INDEX AND CONDITION INDEX FOR THE NORTH CAROLINA FERRY SYSTEM
Author
Subramanian, Balagee
Date Created
2018
Subjects--Topical
Engineering, Management, Transportation
Description
The North Carolina Department of Transportation (NCDOT) and the North Carolina Ferry System combined have many assets in place. This thesis primarily concerns the North Carolina Ferry System (NCFS). The NCFS has a sizable number of assets and a lo...
EVALUATION AND VALIDATION OF PAVEMENT DISTRESS AND PERFORMANCE MODELS FOR A PAVEMENT MANAGEMENT SYSTEM USING AUTOMATED ASPHALT CONDITION DATA
Title
EVALUATION AND VALIDATION OF PAVEMENT DISTRESS AND PERFORMANCE MODELS FOR A PAVEMENT MANAGEMENT SYSTEM USING AUTOMATED ASPHALT CONDITION DATA
Author
James, Steven
Date Created
2015
Subjects--Topical
Civil engineering, Transportation
Description
Since 2011, the North Carolina Department of Transportation (NCDOT) has implemented an automated data collection process for their Pavement Management System (PMS). This study was conducted to update NCDOT’s PMS with the availability of new automa...