Relationship Between Abrasion, Fragmentation and Thermal Weathering Resistance of Aggregates: Regression and Artificial Neural Network Analyses

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dc.authoridKAYA, ORHAN/0000-0001-6072-3882
dc.contributor.authorGoekalp, Islam
dc.contributor.authorKaya, Orhan
dc.contributor.authorUz, Volkan Emre
dc.date.accessioned2025-01-06T17:36:09Z
dc.date.available2025-01-06T17:36:09Z
dc.date.issued2023
dc.description.abstractFor being used in pavement construction, properties of aggregates must satisfy the minimum requirements specified by highway agencies or institutions. The properties of the aggregates are determined by many tests lasting anywhere between a couple of hours to a few weeks depending on the type of the test. If good correlations can be established between the tests taking longer time and the ones taking comparably shorter time, there might be no need to conduct these longer time-taking tests for the sake of time. The aim of this study is to investigate the relationships between abrasion, fragmentation, and thermal weathering resistances of different aggregate types. To accomplish this aim, aggregates with different origins (natural and slags) were tested and correlative analyses utilizing regression analysis and artificial neural network (ANN) models were performed to establish relationships between the results of these test methods. It was found that good correlations can be established especially with ANN models and significant amount of time and effort can be saved with these developed models.
dc.identifier.doi10.1007/s42947-023-00336-5
dc.identifier.issn1996-6814
dc.identifier.issn1997-1400
dc.identifier.scopus2-s2.0-85160845747
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.1007/s42947-023-00336-5
dc.identifier.urihttps://hdl.handle.net/20.500.14669/1782
dc.identifier.wosWOS:001035168200004
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringernature
dc.relation.ispartofInternational Journal of Pavement Research and Technology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectAggregate
dc.subjectBy-products
dc.subjectAbrasion
dc.subjectFragmentation
dc.subjectThermal weathering
dc.subjectArtificial neural network
dc.titleRelationship Between Abrasion, Fragmentation and Thermal Weathering Resistance of Aggregates: Regression and Artificial Neural Network Analyses
dc.typeArticle

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