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Development of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industry

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dc.citedby4
dc.contributor.authorRazak Al-Ani I.A.en_US
dc.contributor.authorWan Mohtar W.H.M.en_US
dc.contributor.authorAhmad Basri N.E.en_US
dc.contributor.authorSidek L.M.en_US
dc.contributor.authorid57140617800en_US
dc.contributor.authorid25637975300en_US
dc.contributor.authorid26648103500en_US
dc.contributor.authorid35070506500en_US
dc.date.accessioned2023-05-29T06:11:23Z
dc.date.available2023-05-29T06:11:23Z
dc.date.issued2016
dc.descriptionConstruction 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 controlen_US
dc.description.abstractConstruction 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.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.1007/s12205-016-0589-z
dc.identifier.epage3056
dc.identifier.issue7
dc.identifier.scopus2-s2.0-84959141869
dc.identifier.spage3045
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84959141869&doi=10.1007%2fs12205-016-0589-z&partnerID=40&md5=0588d90402c0a397783e6e297bb03c46
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/22626
dc.identifier.volume20
dc.publisherSpringer Verlagen_US
dc.sourceScopus
dc.sourcetitleKSCE Journal of Civil Engineering
dc.titleDevelopment of a hybrid expert system-multi criteria analysis on erosion and sediment control in construction industryen_US
dc.typeArticleen_US
dspace.entity.typePublication
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