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Dynamic planning of earthmoving projects using system Dynamics

机译:系统动力学的地球工程动态规划

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Purpose: The purpose of this paper is to present a dynamic planning model for earth moving operations through capturing the operations context level (scope change, skill level, etc.). Method Uncertainties, scope, and changes in project condition call for dynamic modeling of earthmoving operations. Static planning and scheduling methods such as CPM and PERT neglect - and are incapable of - considering project dynamics and causal-effect loops that exist between project variables. In an effort to address this challenge, system dynamic modeling and simulation is utilized in this research to plan and simulate earth moving operations. The developed model consists of three modules: (i) a work flow module that focuses on work execution from excavating the material until dumping it as demonstrated in; (ii) a resource module that captures the resources' interactions and estimates the required resources based on the variables governing the site condition and management requirement; and (iii) a cost module that estimates associated costs with project's operations. Results & Discussion: The model was tested using a real case from Marzouk and Moselhi. The model outputs demonstrate that including the project context variables and their cause-effect loops to the planning stage of this category of projects improves the planning process. The developed system dynamic model is expected to enhance project modelling; capturing the interactivity among its variables to provide more realistic modelling for its schedule and cost. It also can assist members of project teams to predict a variety of likely scenarios and develop suitable action plans.
机译:目的:本文的目的是通过捕获操作上下文级别(范围改变,技能水平等)来呈现地球移动操作的动态规划模型。方法不确定性,范围和项目条件调用动态建模的项目条件调用。静态规划和调度方法,如CPM和Pert忽略 - 并且无法考虑项目变量之间存在的项目动态和因果效应循环。为了解决这一挑战,在该研究中使用系统动态建模和仿真来规划和模拟地球移动操作。开发的模型由三个模块组成:(i)一个工作流模块,专注于挖掘材料的工作执行,直到倾倒它; (ii)一种资源模块,用于捕获资源的交互并基于管理网站条件和管理要求的变量来估计所需资源; (iii)一种成本模块,其估计与项目的运营相关的相关成本。结果与讨论:使用Marzouk和Moselhi的真正案例测试了该模型。模型输出证明,包括项目上下文变量及其原因效应循环到这类项目的规划阶段提高了规划过程。开发系统动态模型预计将增强项目建模;捕获其变量之间的交互性,为其日程安排和成本提供更现实的建模。它还可以帮助项目团队的成员预测各种可能的情景并制定合适的行动计划。

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