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Research on Complex Product WBS Process Simulation and Prediction

机译:复杂产品WBS过程仿真与预测研究

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摘要

According to the uncertain and iterative characteristics during Work Breakdown Structure (WBS) process of complex product projects, a simulation model which is based on two-layer design structure matrix is proposed. The model takes into account the overlapping iterations, sequential iterative during WBS process, using the overlapping probability, rework probability, rework impact probability to describe the iterative characteristic of WBS, gives the corresponding simulation algorithm to multi task rework execution constraints, resource constraints. and then improved simulation algorithm of WBS process is proposed, designs and develops simulation platform of WBS process of complex product projects based on Matlab. Take a large ship enterprises as the research object, carries on the statistical analysis of simulation output data, estimates schedule and cost, to prove the validity and practicability of this simulation platform.
机译:针对复杂产品项目工作分解结构(WBS)过程中的不确定性和迭代特性,提出了基于两层设计结构矩阵的仿真模型。该模型考虑了重叠迭代,WBS过程中的顺序迭代,利用重叠概率,返工概率,返工影响概率来描述WBS的迭代特性,给出了针对多任务返工执行约束,资源约束的仿真算法。然后提出了改进的WBS过程仿真算法,设计并开发了基于Matlab的复杂产品项目WBS过程仿真平台。以某大型船舶企业为研究对象,对仿真输出数据进行统计分析,估算进度和成本,证明该仿真平台的有效性和实用性。

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