Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry
Construction industry; Decision tables; Erosion; Expert systems; Rain; Sedimentation; Sediments; Storms; Water quality; Best management practice (BMPs); Best management practices; Construction activities; Construction sites; Erosion and sediment controls; Erosion and sedimentation; Multi Criteria An...
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2023
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my.uniten.dspace-226262023-05-29T14:11:23Z Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry Razak Al-Ani I.A. Wan Mohtar W.H.M. Ahmad Basri N.E. Sidek L.M. 57140617800 25637975300 26648103500 35070506500 Construction industry; Decision tables; Erosion; Expert systems; Rain; Sedimentation; Sediments; Storms; Water quality; Best management practice (BMPs); Best management practices; Construction activities; Construction sites; Erosion and sediment controls; Erosion and sedimentation; Multi Criteria Analysis; Water quality monitoring; Quality control Construction activities combined with heavy rainfall can results in severe soil loss which eventually will be deposited into the adjacent water bodies via stormwater. The Best Management Practices (BMPs) adopted to minimise the erosion and sedimentation during construction activities are usually determined by standard guidelines and expert engineers. However, when the expertise and data are limited, knowledge-based systems have been proved as an effective alternative in making decision. A new algorithm of hybrid knowledge-based expert system and Multi-Criteria Analysis (MCA) was developed to minimise erosion and sedimentation due to stormwater in Malaysian construction sites. In this Eco-Friendly Erosion and Sediment Control (ECO-ESC) system, decision tables were developed based on the knowledge acquired from the domain experts specialised in erosion and sedimentation control and guidelines. The MCA was used to identify the best stormwater control measures based on the specific criteria and criterion�s weight. The ECO-ESC was validated in three stages: preliminary by the experts, field and statistical validations. Results of comparison have shown high correlation for recommended BMPs, sediment yield, and the water quality monitoring and proved that the ECO-ESC performs as good as the human expert in solving different problems related to the erosion and sediment control. � 2016, Korean Society of Civil Engineers and Springer-Verlag Berlin Heidelberg. Final 2023-05-29T06:11:23Z 2023-05-29T06:11:23Z 2016 Article 10.1007/s12205-016-0589-z 2-s2.0-84959141869 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959141869&doi=10.1007%2fs12205-016-0589-z&partnerID=40&md5=0588d90402c0a397783e6e297bb03c46 https://irepository.uniten.edu.my/handle/123456789/22626 20 7 3045 3056 Springer Verlag Scopus |
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Malaysia |
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Universiti Tenaga Nasional |
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| description |
Construction industry; Decision tables; Erosion; Expert systems; Rain; Sedimentation; Sediments; Storms; Water quality; Best management practice (BMPs); Best management practices; Construction activities; Construction sites; Erosion and sediment controls; Erosion and sedimentation; Multi Criteria Analysis; Water quality monitoring; Quality control |
| author2 |
57140617800 |
| author_facet |
57140617800 Razak Al-Ani I.A. Wan Mohtar W.H.M. Ahmad Basri N.E. Sidek L.M. |
| format |
Article |
| author |
Razak Al-Ani I.A. Wan Mohtar W.H.M. Ahmad Basri N.E. Sidek L.M. |
| spellingShingle |
Razak Al-Ani I.A. Wan Mohtar W.H.M. Ahmad Basri N.E. Sidek L.M. Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| author_sort |
Razak Al-Ani I.A. |
| title |
Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| title_short |
Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| title_full |
Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| title_fullStr |
Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| title_full_unstemmed |
Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| title_sort |
development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry |
| publisher |
Springer Verlag |
| publishDate |
2023 |
| _version_ |
1806423267173466112 |
| score |
13.212271 |