UPM Institutional Repository

Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.


Citation

Muniandy, Ratnasamy and Moazami, Danial and Behbahani, Hamid (2011) Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic. Expert Systems with Applications, 38 (10). pp. 12869-12879. ISSN 0957-4174

Abstract

With regard to limits in budget, inevitably, one must choose prioritized projects in pavements rehabilitation and maintenance process. This paper looks into prioritization based upon a model including all effects of important factors like pavement condition index, traffic volume, road width as well as rehabilitation and maintenance cost. Since defining a model that introduces all those factors was difficult, a more advanced modeling named fuzzy logic was referred for the problem of prioritization. Although analytical hierarchy process can be used for decision making process as well, fuzzy modeling lets one have more precise choices for the outcome. Finally with the help of MATLAB software and coded M-files, inference engines such as Product engine, Dienes–Rescher and Lukasiewicz were all tested and the logical favorite separation for this application was found in product inference engine. As a case study some streets located in district No. 6 of Tehran municipality were selected and the favorite mathematical model was executed on those streets. This model was used for prioritizing these 131 sections.


Download File

[img]
Preview
PDF (Abstract)
Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.pdf

Download (180kB) | Preview

Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
DOI Number: https://doi.org/10.1016/j.eswa.2011.04.079
Keywords: Fuzzy logic; Inference engines; Pavement maintenance; Maintenance cost; Traffic volume; Roadway width; Pavement condition index.
Depositing User: Muizzudin Kaspol
Date Deposited: 04 Nov 2014 03:21
Last Modified: 20 Oct 2015 01:22
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1016/j.eswa.2011.04.079
URI: http://psasir.upm.edu.my/id/eprint/23284
Statistic Details: View Download Statistic

Actions (login required)

View Item View Item