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

dc.contributor.authorFuentes, Luis
dc.contributor.authorTaborda, Katherine
dc.contributor.authorHu, Xiaodi
dc.contributor.authorHorak, Emile
dc.contributor.authorBai, Tao
dc.contributor.authorWalubita, Lubinda F.
dc.date.accessioned2023-08-07T08:05:40Z
dc.date.available2023-08-07T08:05:40Z
dc.date.issued2022
dc.description.abstractPresently, 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.departmentCivil Engineeringen_US
dc.description.librarianhj2023en_US
dc.description.urihttps://www.tandfonline.com/loi/gpav20en_US
dc.identifier.citationLuis 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.issn1029-8436 (print)
dc.identifier.issn1477-268X (online)
dc.identifier.other10.1080/10298436.2020.1828586
dc.identifier.urihttp://hdl.handle.net/2263/91818
dc.language.isoenen_US
dc.publisherTaylor and Francisen_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.subjectFalling weight deflectometer (FWD)en_US
dc.subjectLogistic model regressionen_US
dc.subjectPavement rehabilitationen_US
dc.subjectNon-destructive testing (NDT)en_US
dc.subjectDeflection bowl parameters (DBPs)en_US
dc.subjectMaintenance and rehabilitation (M&R)en_US
dc.titleA probabilistic approach to detect structural problems in flexible pavement sections at network level assessmenten_US
dc.typePostprint Articleen_US

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