Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method
This paper presents the effects of different amounts of steel fibre on the volumetric properties of stone mastic asphalt (SMA) mixtures. Central composite design (CCD) method was used to design the experiments based on the response surface method (RSM) using Design Expert Software. Steel fibre (SF)...
Published in: | Green Infrastructure: Materials and Sustainable Management |
---|---|
Main Author: | |
Format: | Book chapter |
Language: | English |
Published: |
Springer Nature
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205648705&doi=10.1007%2f978-981-99-7003-2_19&partnerID=40&md5=5df3f43f09dbfd92225e1bf99b2a4b68 |
id |
2-s2.0-85205648705 |
---|---|
spelling |
2-s2.0-85205648705 Shiong F.; Shaffie E.; Rais N.M. Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method 2024 Green Infrastructure: Materials and Sustainable Management 10.1007/978-981-99-7003-2_19 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205648705&doi=10.1007%2f978-981-99-7003-2_19&partnerID=40&md5=5df3f43f09dbfd92225e1bf99b2a4b68 This paper presents the effects of different amounts of steel fibre on the volumetric properties of stone mastic asphalt (SMA) mixtures. Central composite design (CCD) method was used to design the experiments based on the response surface method (RSM) using Design Expert Software. Steel fibre (SF) content (0.3, 0.5 and 0.7%), degree of compaction (%) and stiffness (kg/mm) were selected as inde-pendent variables, while bulk specific gravity, Marshall stability, flow and air void of asphalt mixtures were chosen as dependent variables. In this research study, volu-metric properties of SMA mixtures were measured by using Marshall Mix Design. The RSM analyses showed that all independent variables were significant factors for influencing the volumetric properties of the mixtures. In addition, analysis of the test results showed that the mixtures containing 0.3% steel fibre are the most optimum value to be used as a modifier in the SMA mixture. Furthermore, the developed models between the independent and dependent variables demonstrated acceptable levels of correlation. It was concluded that optimization using RSM is an effective approach for providing an appropriate empirical model for relating parameters and predicting the optimum performance of an asphaltic mixture. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023. Springer Nature English Book chapter |
author |
Shiong F.; Shaffie E.; Rais N.M. |
spellingShingle |
Shiong F.; Shaffie E.; Rais N.M. Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
author_facet |
Shiong F.; Shaffie E.; Rais N.M. |
author_sort |
Shiong F.; Shaffie E.; Rais N.M. |
title |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
title_short |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
title_full |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
title_fullStr |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
title_full_unstemmed |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
title_sort |
Evaluation on Volumetric Properties of Stone Mastic Asphalt Mix Containing Steel Fibre Using Response Surface Method |
publishDate |
2024 |
container_title |
Green Infrastructure: Materials and Sustainable Management |
container_volume |
|
container_issue |
|
doi_str_mv |
10.1007/978-981-99-7003-2_19 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205648705&doi=10.1007%2f978-981-99-7003-2_19&partnerID=40&md5=5df3f43f09dbfd92225e1bf99b2a4b68 |
description |
This paper presents the effects of different amounts of steel fibre on the volumetric properties of stone mastic asphalt (SMA) mixtures. Central composite design (CCD) method was used to design the experiments based on the response surface method (RSM) using Design Expert Software. Steel fibre (SF) content (0.3, 0.5 and 0.7%), degree of compaction (%) and stiffness (kg/mm) were selected as inde-pendent variables, while bulk specific gravity, Marshall stability, flow and air void of asphalt mixtures were chosen as dependent variables. In this research study, volu-metric properties of SMA mixtures were measured by using Marshall Mix Design. The RSM analyses showed that all independent variables were significant factors for influencing the volumetric properties of the mixtures. In addition, analysis of the test results showed that the mixtures containing 0.3% steel fibre are the most optimum value to be used as a modifier in the SMA mixture. Furthermore, the developed models between the independent and dependent variables demonstrated acceptable levels of correlation. It was concluded that optimization using RSM is an effective approach for providing an appropriate empirical model for relating parameters and predicting the optimum performance of an asphaltic mixture. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023. |
publisher |
Springer Nature |
issn |
|
language |
English |
format |
Book chapter |
accesstype |
|
record_format |
scopus |
collection |
Scopus |
_version_ |
1814778501354487808 |