A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology
Response Surface Methodology is an optimization tool used for modelling works and has been widely used for modelling, optimizing,and identifying the interrelationship between input parameters and output variables. However, it has yet to be discovered as a tool for modelling green roof performance. T...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English |
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Asian Scholars Network
2022
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| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/35812/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/35812/2/FULL%20TEXT.pdf |
| _version_ | 1796911799111516160 |
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| author | Salinah Dullah Jane Ann Jumi Hidayati Asrah Siti Jahara Matlan |
| author_facet | Salinah Dullah Jane Ann Jumi Hidayati Asrah Siti Jahara Matlan |
| author_sort | Salinah Dullah |
| collection | UMS |
| description | Response Surface Methodology is an optimization tool used for modelling works and has been widely used for modelling, optimizing,and identifying the interrelationship between input parameters and output variables. However, it has yet to be discovered as a tool for modelling green roof performance. This paper aims to explore the feasibility of Response Surface Methodology in Minitab to investigate the green roof hydrological performance in terms of peak runoff, peak attenuation,and water retention. In this study, Response Surface Methodology is used to identify model equations to predict hydrological performance of green roof, as well as to investigate the relationship between green roof slope, water absorption of waste material and water absorption of natural fibre on the hydrological performance of green roof system. The findings showed that the generated mathematical model equations can forecast the peak runoff, peak attenuation, and water retention of a green roof system. The results of the relationship between the input parameters and the output variables are shown using 2D contour plot and surface plot. The generated 2D contour plot and surface plot revealed that the input parameters have significant impact on the peak runoff, peak attenuation, and water retention of a green roof system. |
| first_indexed | 2024-03-06T03:24:07Z |
| format | Article |
| id | ums.eprints-35812 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:24:07Z |
| publishDate | 2022 |
| publisher | Asian Scholars Network |
| record_format | dspace |
| spelling | ums.eprints-358122023-07-12T08:08:57Z https://eprints.ums.edu.my/id/eprint/35812/ A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology Salinah Dullah Jane Ann Jumi Hidayati Asrah Siti Jahara Matlan T1-995 Technology (General) TD1-1066 Environmental technology. Sanitary engineering Response Surface Methodology is an optimization tool used for modelling works and has been widely used for modelling, optimizing,and identifying the interrelationship between input parameters and output variables. However, it has yet to be discovered as a tool for modelling green roof performance. This paper aims to explore the feasibility of Response Surface Methodology in Minitab to investigate the green roof hydrological performance in terms of peak runoff, peak attenuation,and water retention. In this study, Response Surface Methodology is used to identify model equations to predict hydrological performance of green roof, as well as to investigate the relationship between green roof slope, water absorption of waste material and water absorption of natural fibre on the hydrological performance of green roof system. The findings showed that the generated mathematical model equations can forecast the peak runoff, peak attenuation, and water retention of a green roof system. The results of the relationship between the input parameters and the output variables are shown using 2D contour plot and surface plot. The generated 2D contour plot and surface plot revealed that the input parameters have significant impact on the peak runoff, peak attenuation, and water retention of a green roof system. Asian Scholars Network 2022 Article NonPeerReviewed text en https://eprints.ums.edu.my/id/eprint/35812/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/35812/2/FULL%20TEXT.pdf Salinah Dullah and Jane Ann Jumi and Hidayati Asrah and Siti Jahara Matlan (2022) A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology. Asian Journal of Fundamental and Applied Sciences, 3 (3). pp. 25-40. https://doi.org/10.55057/ajfas.2022.3.3.4 |
| spellingShingle | T1-995 Technology (General) TD1-1066 Environmental technology. Sanitary engineering Salinah Dullah Jane Ann Jumi Hidayati Asrah Siti Jahara Matlan A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title | A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title_full | A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title_fullStr | A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title_full_unstemmed | A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title_short | A Simple Modelling of Green Roof Hydrological Performance Using Response Surface Methodology |
| title_sort | simple modelling of green roof hydrological performance using response surface methodology |
| topic | T1-995 Technology (General) TD1-1066 Environmental technology. Sanitary engineering |
| url | https://eprints.ums.edu.my/id/eprint/35812/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/35812/2/FULL%20TEXT.pdf |
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