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A System Dynamics Model for Analyzing Cumulative Impacts of Out-of-Sequence Work

机译:用于分析乱序工作累积影响的系统动力学模型

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Disruptions caused by out-of-sequence work are major causes of productivity losses, cost overruns, schedule overruns, and rework, either directly or indirectly. Projects often appear to be moving smoothly until suddenly near the end consequences of earlier disruptions appear; resulting in a chain reaction of rippled and unplanned impacts. Traditional scheduling and modeling techniques fall short in grasping the full impacts of these disruptions due to their limited ability to capture the highly dynamic nature of multiple feedback processes within the project. The damaged party tends to use the modeling method that overestimates the losses while the undamaged party does the opposite. That is why the associated claims are seldom settled before turning into disputes. This paper proposes an advanced system dynamics (SD) model that can reasonably grasp the rippled impacts of out-of-sequence work and provide informative forensic analysis of the corresponding project overruns. To this end, the authors utilized a multi-step methodology that involved: (1) forming causal loop diagrams encompassing project work flow and rework cycles; (2) developing mathematical formulations to link the different elements in the causal loops; (3) developing a multi-stage calibration algorithm to ensure the model is capable of replicating planned and actual project behaviors, and (4) formulating procedures for performing different what-if scenarios to provide retrospective and prospective analysis. The model was tested on a case study where it has shown its ability to assess the negative impacts of out-of-sequence work simulate its complex dynamics. This is the first research to focus on the dynamics of out-of-sequence work in the construction body of knowledge. The developed model will assist project participants in properly analyzing and forecasting the direct and indirect effects of out-of-sequence work as well as assessing their corresponding mitigation techniques.
机译:乱序工作导致的中断是直接或间接导致生产力损失,成本超支,进度超支和返工的主要原因。项目通常似乎运行顺利,直到突然中断的后果突然出现之前。导致连锁反应产生连锁反应和计划外的影响。传统的调度和建模技术由于无法捕获项目中多个反馈过程的高度动态特性,因此无法充分把握这些中断的全部影响。受损方倾向于使用高估损失的建模方法,而未受损方则相反。这就是为什么在引发争议之前很少解决相关索赔的原因。本文提出了一种先进的系统动力学(SD)模型,该模型可以合理地把握乱序工作的连锁反应,并为相应的项目超支提供有益的法证分析。为此,作者采用了一个多步骤的方法,该方法涉及:(1)形成包含项目工作流程和返工周期的因果图; (2)开发数学公式以将因果循环中的不同元素联系起来; (3)开发多阶段校准算法以确保模型能够复制计划的和实际的项目行为,以及(4)制定程序以执行不同的假设分析场景以提供回顾性和前瞻性分析。该模型在一个案例研究中进行了测试,表明它具有评估乱序工作的负面影响的能力,可以模拟其复杂的动力学过程。这是第一个关注知识建构体系中乱序工作动态的研究。开发的模型将帮助项目参与者正确分析和预测乱序工作的直接和间接影响,以及评估其相应的缓解技术。

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