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

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...

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Main Authors: Muniandy, Ratnasamy, Moazami, Danial, Behbahani, Hamid
Format: Article
Language:English
Published: 2011
Online Access:http://psasir.upm.edu.my/id/eprint/23284/1/Pavement%20rehabilitation%20and%20maintenance%20prioritization%20of%20urban%20roads%20using%20fuzzy%20logic.pdf
http://psasir.upm.edu.my/id/eprint/23284/
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spelling my.upm.eprints.232842015-10-20T01:22:01Z http://psasir.upm.edu.my/id/eprint/23284/ Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic. Muniandy, Ratnasamy Moazami, Danial Behbahani, Hamid 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. 2011 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/23284/1/Pavement%20rehabilitation%20and%20maintenance%20prioritization%20of%20urban%20roads%20using%20fuzzy%20logic.pdf 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 10.1016/j.eswa.2011.04.079
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description 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.
format Article
author Muniandy, Ratnasamy
Moazami, Danial
Behbahani, Hamid
spellingShingle Muniandy, Ratnasamy
Moazami, Danial
Behbahani, Hamid
Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
author_facet Muniandy, Ratnasamy
Moazami, Danial
Behbahani, Hamid
author_sort Muniandy, Ratnasamy
title Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
title_short Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
title_full Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
title_fullStr Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
title_full_unstemmed Pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
title_sort pavement rehabilitation and maintenance prioritization of urban roads using fuzzy logic.
publishDate 2011
url http://psasir.upm.edu.my/id/eprint/23284/1/Pavement%20rehabilitation%20and%20maintenance%20prioritization%20of%20urban%20roads%20using%20fuzzy%20logic.pdf
http://psasir.upm.edu.my/id/eprint/23284/
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score 13.211869