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Hybrid knowledge-based expert system and multi-criteria analysis for minimizing erosion and sedimentation due to stormwater in Malaysian construction sites

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dc.citedby1
dc.contributor.authorAl-Ani I.A.R.en_US
dc.contributor.authorSidek L.M.en_US
dc.contributor.authorDesa M.N.M.en_US
dc.contributor.authorAhmad Basri N.E.en_US
dc.contributor.authorid42261029700en_US
dc.contributor.authorid35070506500en_US
dc.contributor.authorid55400510300en_US
dc.contributor.authorid26648103500en_US
dc.date.accessioned2023-12-29T07:46:19Z
dc.date.available2023-12-29T07:46:19Z
dc.date.issued2012
dc.description.abstractMalaysia is located in a tropical zone wherein heavy rainfall occurs in all seasons of the year. Land clearing and earthwork activities combined with heavy rainfall and the widely varied topography can result in severe soil loss that shall eventually be deposited into the adjacent water bodies via stormwater. Recently knowledge-based systems have been used in many fields especially when human expertise and data are limited. In the current study, a hybrid knowledge-based expert system and multi-criteria analysis (MCA) were developed to minimize erosion and sedimentation due to stormwater in Malaysian construction sites. This system called the Multi-criteria Erosion and Sediment Control (MCESC) system. The role of MCA is to identify the best stormwater control measure based on specified criteria and the criterion's weight. Data from road construction project in Permas Jaya, Johor Bahru State, Malaysia has been utilized for testing the MCESC system's functionality in solving real erosion and sediment control problem. The MCESC system can be used by engineers, contractors, and decision makers to develop erosion and sediment control plan and environmental management plan for any construction site in Malaysia. � IWA Publishing 2012.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.2166/wpt.2012.042
dc.identifier.issue2
dc.identifier.scopus2-s2.0-84862901060
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84862901060&doi=10.2166%2fwpt.2012.042&partnerID=40&md5=788a5d54cd63f7f28c22542ae618f6d3
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30287
dc.identifier.volume7
dc.sourceScopus
dc.sourcetitleWater Practice and Technology
dc.subjectBest management practices
dc.subjectExpert systems
dc.subjectMulti-criteria analysis
dc.subjectSoil erosion
dc.subjectStormwater
dc.subjectCivil engineering
dc.subjectConstruction industry
dc.subjectEnvironmental management
dc.subjectExpert systems
dc.subjectSedimentology
dc.subjectSediments
dc.subjectStorms
dc.subjectBest management practices
dc.subjectConstruction projects
dc.subjectConstruction sites
dc.subjectDecision makers
dc.subjectErosion and sedimentation
dc.subjectHeavy rainfall
dc.subjectHuman expertise
dc.subjectKnowledge-based expert systems
dc.subjectLand clearing
dc.subjectMalaysia
dc.subjectMalaysians
dc.subjectMulti Criteria Analysis
dc.subjectMulti-criteria
dc.subjectSediment control
dc.subjectSoil erosion
dc.subjectSoil loss
dc.subjectStormwater control
dc.subjectStormwaters
dc.subjectTropical zones
dc.subjectWaterbodies
dc.subjectErosion
dc.titleHybrid knowledge-based expert system and multi-criteria analysis for minimizing erosion and sedimentation due to stormwater in Malaysian construction sitesen_US
dc.typeArticleen_US
dspace.entity.typePublication
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