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Fatigue life prediction of the modified asphalt mixtures with ANFIS modeling

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dc.creator KALYONCUOĞLU, Şengül Figen
dc.creator TIĞDEMİR, Mesut
dc.date 2017-01-31T21:00:00Z
dc.date.accessioned 2020-10-06T11:25:42Z
dc.date.available 2020-10-06T11:25:42Z
dc.identifier dae7ee1e-5fa8-4acf-9bf1-e10ad6a2d77c
dc.identifier https://avesis.sdu.edu.tr/publication/details/dae7ee1e-5fa8-4acf-9bf1-e10ad6a2d77c/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/73647
dc.description In this study, the effect of Styrene-Butadiene-Styrene (SBS) modification on physical and mechanical properties of hot mix asphalt, in terms of fatigue characteristics, are evaluated. As such, 87 samples were prepared using 15 different mixtures, and the repeated load-fatigue indirect tensile test was applied to these samples using a Siileyman Demirel University (SDU) asphalt tester apparatus. In addition, it is also used to analyze the effects of gradation, bitumen percentage, loading, and polymer type on fatigue behavior. 18 control samples were prepared to analyze the effect of SBS modification on fatigue performance. The other objective of the study is to present the reliability of the computer controlled repeated loading test apparatus. Linear regression and Adaptive Neuro Fuzzy Inference System (ANFIS) were used to analyze the results of the test, and models were developed and analyzed in terms of modeling. At the end of the study, the variables that are effective in improving the fatigue performance are addressed in detail, and the ANFIS environment is likely to be used in non-linear modeling of such studies. (C) 2017 Sharif University of Technology. All rights reserved.
dc.language eng
dc.rights info:eu-repo/semantics/closedAccess
dc.title Fatigue life prediction of the modified asphalt mixtures with ANFIS modeling
dc.type info:eu-repo/semantics/article


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