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Determination of manufacturing strategy using interpretive structural modeling

机译:使用解释性结构模型确定制造策略

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The interpretive structural modeling (ISM) methodology was applied as a tool for determination of optimal manufacturing strategy. For this purpose, a group of experts who had agreement to each other in their objectives and decisions about manufacturing strategy determination was selected and an algorithm containing seven steps was proposed. In the first step, improvable manufacturing capabilities of company (elements) were recognized. Then we made contextual relationships between the elements using the experts’ opinions. In the next step, the reachability matrix was developed and driving and dependence powers of each element were calculated. After that, the reachability matrix was partitioned into different levels. Then related digraph was drawn, the ISM-based model extracted and related cluster of each element determined by drawing driving-dependence power diagram. The required time for performing each task was estimated by experts and the alternatives of action plans for improving elements were created using proposed rule related to each cluster. Finally, the related cluster of each element and the alternatives of action plans for improving elements were explained for experts. When the experts found desirable action plan and accepted the results, the algorithm was completed; otherwise, afore steps had to be repeated. We applied the algorithm for a case study.
机译:解释性结构建模(ISM)方法被用作确定最佳制造策略的工具。为此目的,选择了一组在目标和决策方面彼此同意的专家,并提出了包含七个步骤的算法。在第一步中,公司(要素)的制造能力得到了认可。然后,我们根据专家的意见在元素之间建立了上下文关系。在下一步中,开发可达性矩阵,并计算每个元素的驱动力和依赖力。之后,将可达性矩阵划分为不同级别。然后绘制相关的有向图,提取基于ISM的模型,并通过绘制驾驶相关功率图确定每个元素的相关聚类。专家估计了执行每个任务所需的时间,并使用与每个群集相关的拟议规则创建了改进要素的行动计划的替代方案。最后,向专家们解释了每个要素的相关分类以及改善要素的行动计划的替代方案。当专家们找到了可取的行动计划并接受了结果后,算法就完成了;否则,必须重复之前的步骤。我们将该算法应用于案例研究。

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