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首页> 外文期刊>Journal of the Institution of Engineers (India) >Selection of Flexible Manufacturing Systems using Data Envelopment Analysis
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Selection of Flexible Manufacturing Systems using Data Envelopment Analysis

机译:使用数据包络分析选择柔性制造系统

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摘要

The present competitive environment in global market has forced the manufacturing organizations to reduce costs while improving the quality of products and responsiveness to the customers. Flexible manufacturing systems (FMS) offer opportunities to those organizations to improve their technology, competitiveness and profitability through a highly proficient and focused approach to manufacturing effectiveness. The decision makers often face the problem of selecting the most appropriate FMS for a given manufacturing organization. This paper attempts to solve this FMS selection problem in two steps. The first step is used to identify and shortlist the most efficient alternative flexible manufacturing systems having better performance characteristics using the Charnes, Cooper and Rhodes (CCR) model of data envelopment analysis (DEA). Then, the weighted overall efficiency ranking method of multi-attribute decision-making (MADM) theory is employed to determine the best FMS from the shortlisted ones. The results match well with those obtained by the past researchers.
机译:当前全球市场的竞争环境迫使制造组织在降低成本的同时提高产品质量和对客户的响应速度。柔性制造系统(FMS)为这些组织提供了机会,可以通过一种高度熟练且专注的制造效率方法来提高其技术,竞争力和盈利能力。决策者经常面临为给定的制造组织选择最合适的FMS的问题。本文尝试分两个步骤解决此FMS选择问题。第一步用于使用数据包络分析(DEA)的Charnes,Cooper和Rhodes(CCR)模型来识别和筛选出具有更好性能特征的最有效的替代柔性制造系统。然后,采用多属性决策(MADM)理论的加权总体效率排序方法,从入围名单中确定最佳的FMS。结果与过去的研究人员得出的结果非常吻合。

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