A probabilistic approach to detect structural problems in flexible pavement sections at network level assessment

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dc.contributor.author Fuentes, Luis
dc.contributor.author Taborda, Katherine
dc.contributor.author Hu, Xiaodi
dc.contributor.author Horak, Emile
dc.contributor.author Bai, Tao
dc.contributor.author Walubita, Lubinda F.
dc.date.accessioned 2023-08-07T08:05:40Z
dc.date.available 2023-08-07T08:05:40Z
dc.date.issued 2022
dc.description.abstract Presently, most of the road agencies use Non-Destructive (NDT) tools to help them prioritise pavement maintenance and rehabilitation (M&R) activities at the network level, thus optimising the limited budgetary resources. One of the most widely used NDT techniques for pavement structural evaluations, at the network level assessment, is the Falling Weight Deflectometer (FWD). Using a database comprising of a wide array of typical layer moduli and thicknesses of traditional flexible pavements, that were generated based on multiple Monte Carlo numerical simulations, as a reference datum, this study successfully developed probabilistic models that allow for analysing the condition of a flexible pavement, at the network level, from FWD surface deflection data, namely the Deflection Bowl Parameters (DBPs), to identify which layers of the pavement structure present a probability of structural failure or damage. en_US
dc.description.department Civil Engineering en_US
dc.description.librarian hj2023 en_US
dc.description.uri https://www.tandfonline.com/loi/gpav20 en_US
dc.identifier.citation Luis Fuentes, Katherine Taborda, Xiaodi Hu, Emile Horak, Tao Bai & Lubinda F. Walubita (2022) A probabilistic approach to detect structural problems in flexible pavement sections at network level assessment, International Journal of Pavement Engineering, 23:6, 1867-1880, DOI: 10.1080/10298436.2020.1828586. en_US
dc.identifier.issn 1029-8436 (print)
dc.identifier.issn 1477-268X (online)
dc.identifier.other 10.1080/10298436.2020.1828586
dc.identifier.uri http://hdl.handle.net/2263/91818
dc.language.iso en en_US
dc.publisher Taylor and Francis en_US
dc.rights © 2020 Informa UK Limited, trading as Taylor & Francis Group. This is an electronic version of an article published in International Journal of Pavement Engineering, vol. 23, no. 6, pp. 1867-1880, 2022. doi : 10.1080/10298436.2020.1828586. International Journal of Pavement Engineering is available online at : http://www.tandfonline.com/loi/gpav20. en_US
dc.subject Falling weight deflectometer (FWD) en_US
dc.subject Logistic model regression en_US
dc.subject Pavement rehabilitation en_US
dc.subject Non-destructive testing (NDT) en_US
dc.subject Deflection bowl parameters (DBPs) en_US
dc.subject Maintenance and rehabilitation (M&R) en_US
dc.title A probabilistic approach to detect structural problems in flexible pavement sections at network level assessment en_US
dc.type Postprint Article en_US


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