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    Using Agent-Based Modeling to Study Construction Labor Productivity as an Emergent Property of Individual and Crew Interactions

    Source: Journal of Construction Engineering and Management:;2009:;Volume ( 135 ):;issue: 007
    Author:
    Matt Watkins
    ,
    Amlan Mukherjee
    ,
    Nilufer Onder
    ,
    Kris Mattila
    DOI: 10.1061/(ASCE)CO.1943-7862.0000022
    Publisher: American Society of Civil Engineers
    Abstract: Lean construction research has shown that managing work flow effectively and maintaining labor flow on site can improve construction labor performance. Related research also shows that congestion on construction sites often leads to lowered efficiency. Using these findings as a point of departure, we use the agent-based modeling method to represent the construction site as a system of complex interactions and explore whether labor efficiency can be treated as an emergent property resulting from individual and crew interactions in space. This allows us to use a “bottom-up” approach to analyzing labor efficiency, which supplements existing “top-down” approaches to modeling the impacts of space congestion on labor efficiency. A pilot implementation of the agent-based model, and preliminary results illustrating the relationships between congestion and labor efficiency are presented. The empirical studies exhibit system behavior that support published principles of work-force management. The primary contribution of this paper is that it provides a method that can be used to efficiently utilize construction space, and develop plans and schedules that account for congestion arising from crew interactions in space.
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      Using Agent-Based Modeling to Study Construction Labor Productivity as an Emergent Property of Individual and Crew Interactions

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    http://yetl.yabesh.ir/yetl1/handle/yetl/58180
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    contributor authorMatt Watkins
    contributor authorAmlan Mukherjee
    contributor authorNilufer Onder
    contributor authorKris Mattila
    date accessioned2017-05-08T21:38:54Z
    date available2017-05-08T21:38:54Z
    date copyrightJuly 2009
    date issued2009
    identifier other%28asce%29co%2E1943-7862%2E0000027.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/58180
    description abstractLean construction research has shown that managing work flow effectively and maintaining labor flow on site can improve construction labor performance. Related research also shows that congestion on construction sites often leads to lowered efficiency. Using these findings as a point of departure, we use the agent-based modeling method to represent the construction site as a system of complex interactions and explore whether labor efficiency can be treated as an emergent property resulting from individual and crew interactions in space. This allows us to use a “bottom-up” approach to analyzing labor efficiency, which supplements existing “top-down” approaches to modeling the impacts of space congestion on labor efficiency. A pilot implementation of the agent-based model, and preliminary results illustrating the relationships between congestion and labor efficiency are presented. The empirical studies exhibit system behavior that support published principles of work-force management. The primary contribution of this paper is that it provides a method that can be used to efficiently utilize construction space, and develop plans and schedules that account for congestion arising from crew interactions in space.
    publisherAmerican Society of Civil Engineers
    titleUsing Agent-Based Modeling to Study Construction Labor Productivity as an Emergent Property of Individual and Crew Interactions
    typeJournal Paper
    journal volume135
    journal issue7
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/(ASCE)CO.1943-7862.0000022
    treeJournal of Construction Engineering and Management:;2009:;Volume ( 135 ):;issue: 007
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian