Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method

Several factors affect asphalt binder and mixture characteristics. This makes pavement performance assessment a mounting task. This paper evaluates the effects of short-term aging on compactibility and volumetric properties of asphalt mixtures using the Response Surface Method (RSM). Three different...

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Main Authors: Seyed Reza Omranian, Meor Othman Hamzah, Georgios Pipintakos, Wim Van den bergh, Cedric Vuye, Mohd Rosli Mohd Hasan
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/15/6181
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spelling doaj-6d57b910d9714cc0a0f1a6f54fdb42892020-11-25T03:43:00ZengMDPI AGSustainability2071-10502020-07-01126181618110.3390/su12156181Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface MethodSeyed Reza Omranian0Meor Othman Hamzah1Georgios Pipintakos2Wim Van den bergh3Cedric Vuye4Mohd Rosli Mohd Hasan5Faculty of Applied Engineering, EMIB Research Group, University of Antwerp, 2020 Antwerp, BelgiumSchool of Civil Engineering, Engineering Campus, Universiti Sains Malaysia, Nibong Tebal, Seberang Perai Selatan, Pulau, Pinang 14300, MalaysiaFaculty of Applied Engineering, EMIB Research Group, University of Antwerp, 2020 Antwerp, BelgiumFaculty of Applied Engineering, EMIB Research Group, University of Antwerp, 2020 Antwerp, BelgiumFaculty of Applied Engineering, EMIB Research Group, University of Antwerp, 2020 Antwerp, BelgiumSchool of Civil Engineering, Engineering Campus, Universiti Sains Malaysia, Nibong Tebal, Seberang Perai Selatan, Pulau, Pinang 14300, MalaysiaSeveral factors affect asphalt binder and mixture characteristics. This makes pavement performance assessment a mounting task. This paper evaluates the effects of short-term aging on compactibility and volumetric properties of asphalt mixtures using the Response Surface Method (RSM). Three different binders were utilized to produce mixtures (type AC-14). Aging temperature, aging duration, and duration in a climate chamber with increased humidity and ultraviolet lighting were considered as independent variables (IV), while compactibility and volumetric properties were regarded as dependent variables (DV). The findings revealed significant impacts of aging temperature and duration on compactibility, air voids, voids in mineral aggregate, and voids filled with asphalt, while duration in the climate chamber exhibited no significant influence on the DVs. The effects of IVs on DVs varied by binder type. This was achieved through an elaborate statistical analysis. The study, finally, demonstrates the RSM’s potential to predict changes in responses from mathematical equations—converging with the experimental observation—with excellent accuracy. Potentially, pavement contractors can use this method by replacing haulage duration and mixtures’ temperatures during paving in the developed models. It enables them to predict the pavement density and adjust pressure as well as the number of roller passes to achieve the desired requirements.https://www.mdpi.com/2071-1050/12/15/6181asphalt mixtureshort-term agingResponse Surface Methodcompactibilityvolumetric properties
collection DOAJ
language English
format Article
sources DOAJ
author Seyed Reza Omranian
Meor Othman Hamzah
Georgios Pipintakos
Wim Van den bergh
Cedric Vuye
Mohd Rosli Mohd Hasan
spellingShingle Seyed Reza Omranian
Meor Othman Hamzah
Georgios Pipintakos
Wim Van den bergh
Cedric Vuye
Mohd Rosli Mohd Hasan
Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
Sustainability
asphalt mixture
short-term aging
Response Surface Method
compactibility
volumetric properties
author_facet Seyed Reza Omranian
Meor Othman Hamzah
Georgios Pipintakos
Wim Van den bergh
Cedric Vuye
Mohd Rosli Mohd Hasan
author_sort Seyed Reza Omranian
title Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
title_short Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
title_full Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
title_fullStr Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
title_full_unstemmed Effects of Short-Term Aging on the Compactibility and Volumetric Properties of Asphalt Mixtures Using the Response Surface Method
title_sort effects of short-term aging on the compactibility and volumetric properties of asphalt mixtures using the response surface method
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-07-01
description Several factors affect asphalt binder and mixture characteristics. This makes pavement performance assessment a mounting task. This paper evaluates the effects of short-term aging on compactibility and volumetric properties of asphalt mixtures using the Response Surface Method (RSM). Three different binders were utilized to produce mixtures (type AC-14). Aging temperature, aging duration, and duration in a climate chamber with increased humidity and ultraviolet lighting were considered as independent variables (IV), while compactibility and volumetric properties were regarded as dependent variables (DV). The findings revealed significant impacts of aging temperature and duration on compactibility, air voids, voids in mineral aggregate, and voids filled with asphalt, while duration in the climate chamber exhibited no significant influence on the DVs. The effects of IVs on DVs varied by binder type. This was achieved through an elaborate statistical analysis. The study, finally, demonstrates the RSM’s potential to predict changes in responses from mathematical equations—converging with the experimental observation—with excellent accuracy. Potentially, pavement contractors can use this method by replacing haulage duration and mixtures’ temperatures during paving in the developed models. It enables them to predict the pavement density and adjust pressure as well as the number of roller passes to achieve the desired requirements.
topic asphalt mixture
short-term aging
Response Surface Method
compactibility
volumetric properties
url https://www.mdpi.com/2071-1050/12/15/6181
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