Journal ArticleDOI
Prioritization of Low-Volume Pavement Sections for Maintenance by Using Fuzzy Logic
TLDR
A pavement management system formulated according to the specific needs and resources of a highway agency should ensure satisfactory pavement performance with minimal maintenance cost as discussed by the authors, which is the most labor intensive, time-consuming, and costly component is the collection of pavement condition data.Abstract:
A pavement management system formulated according to the specific needs and resources of a highway agency should ensure satisfactory pavement performance with minimal maintenance cost. The success of a pavement management system depends on the pavement condition data, accuracy of the prediction of pavement performance, and project-and network-level rehabilitation planning. Of these, the most labor-intensive, time-consuming, and costly component is the collection of pavement condition data. The inventory data include roughness, skid resistance, and surface distresses. Although mechanical instruments are available for rapid collection of roughness and skid resistance data, the collection of distress data for low-volume rural roads is still manual and hence labor-intensive and time-consuming. Subjective rating techniques prove to be a solution to this problem, but their reliability is poor due to the subjectivity associated with them. Therefore, there is a need for a rapid and cost-effective yet reliable met...read more
Citations
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Proceedings ArticleDOI
Network Accessibility-Based Framework for Prioritization of Infrastructure Projects
Book ChapterDOI
Data Mining and Performance Prediction of Flexible Road Pavement Using Fuzzy Logic Theory: A Case of Nigeria
TL;DR: In this paper, the authors used data mining techniques namely; Random Forest, Decision Tree and Naive Bayes algorithms to examine the inferred dataset on flexible road pavement performance attributes and surface condition classification in Nigeria.
References
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Book
Fuzzy Sets and Fuzzy Logic: Theory and Applications
George J. Klir,Bo Yuan +1 more
TL;DR: Fuzzy Sets and Fuzzy Logic is a true magnum opus; it addresses practically every significant topic in the broad expanse of the union of fuzzy set theory and fuzzy logic.
Book
Pavement Management for Airports, Roads, and Parking Lots
TL;DR: In this paper, the impact of bus traffic on Pavement costs and the impact on utility cuts on pavement life and rehabilitation costs are discussed. But the main focus is on road condition prediction models.
Journal ArticleDOI
Current and future pavement maintenance prioritization based on rapid visual condition evaluation
Nishantha Bandara,M. Gunaratne +1 more
TL;DR: In this paper, a fuzzy pavement condition forecasting model is also developed by incorporating subjective probability assessments regarding pavement condition deterioration rates, in the Markov transition process, in order to deal with the subjectivity associated with human judgment of distress severity and extent.
Journal ArticleDOI
Fuzzy set-based and performance-oriented pavement network optimization system
Kelvin C. P. Wang,Fengxian Liu +1 more
TL;DR: The research shows that the level of annual budget is very sensitive to variations of the required proportion of pavement in the low roughness requirement, when this proportion is higher than 0.91.