How Prediction Accuracy Can Affect the Decision-Making Process in Pavement Management System

How Prediction Accuracy Can Affect the Decision-Making Process in Pavement Management System

One of the most important components of pavement management systems is predicting the deterioration of the network through performance models. The accuracy of the prediction model is important for prioritizing maintenance action. This paper describes how the accuracy of prediction models can have an...

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Bibliographic Details
Main Authors: Seyed Amirhossein Hosseini, Omar Smadi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Infrastructures
Subjects:
pavement deterioration modeling
decision-making
prediction accuracy
Pavement Management System (PMS), maintenance assignment
optimization
Long Short-Term Memory (LSTM)
Online Access:https://www.mdpi.com/2412-3811/6/2/28

Internet

https://www.mdpi.com/2412-3811/6/2/28

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