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On flexibility investment in manufacturing system: A multi-objective decision making method

机译:制造系统中的灵活性投资:多目标决策方法

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摘要

In today's market, flexibility has received much concern of companies because of its important role in responding to the ever-changing environment. Most of the research in the literature on flexibility investment is focused on one objective, i.e. profit maximization. However, more and more company managers and customers pay much attention to another objective, i.e. production efficiency maximization. There is a need to develop flexibility investment strategy by considering these two objectives simultaneously. In this paper, we propose a multi-objective decision making method to derive the optimal flexibility investment strategy. Both efficiency and profit are taken into account as objectives when making flexibility investment decisions. The proposed method is a hierarchical method which composes of two-level models. Based on the characteristics of the models, a guideline is presented to help managers conveniently find out the optimal flexibility investment strategy. Simulation experiments are performed to verify the validity of the proposed models and guideline. The results of the simulation illustrate that the flexibility configuration obtained by following the guideline leads to benefit very close to total flexibility configuration, and much higher than 2-Skill Chain configuration; while the cost much less than total flexibility configuration, and even less than 2- Skill Chain configuration.
机译:在当今市场中,灵活性在应对不断变化的环境中发挥着重要作用,因此备受企业关注。文献中有关灵活性投资的大多数研究都集中在一个目标上,即利润最大化。但是,越来越多的公司经理和客户非常关注另一个目标,即最大化生产效率。有必要通过同时考虑这两个目标来制定灵活性投资策略。在本文中,我们提出了一种多目标决策方法,以得出最优的灵活性投资策略。在制定灵活的投资决策时,效率和利润都被视为目标。所提出的方法是由两级模型组成的分层方法。根据模型的特征,提出了指导方针,以帮助管理人员方便地找到最佳的灵活性投资策略。进行仿真实验以验证所提出模型和准则的有效性。仿真结果表明,遵循该准则获得的灵活性配置可带来非常接近总灵活性配置的收益,并且远高于2技能链配置;而成本远低于整体灵活性配置,甚至还不到2-技能链配置。

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