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Measuring and benchmarking productive systems performances using DEA: an industrial case

机译:使用DEA衡量和基准化生产系统性能:一个工业案例

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The study presents a comprehensive analysis of the efficiency over time of five steel plants pertaining to one of the largest private groups in Italy. In particular, the paper proposes a new technique for plant performance measurement that is able to help the management in formulating manufacturing strategies according to the performance measurements usually available in industrial environments. The analysis is carried out by the methodology of Data Envelopment Analysis (DEA), taking advantage of several improved solutions proposed in the literature adopted to augment the discriminating resolution. Results obtained are summed up by means of suitable cluster analysis. Finally, thanks to the dual formulation of DEA, a technical and economic analysis is proposed with reference to the productive units identified as inefficient. The technique proposed was successfully applied to the industrial case of reference and it can be easily extended to every manufacturing context.
机译:该研究报告对意大利最大的私营集团之一的五家钢铁厂的效率进行了全面分析。特别是,本文提出了一种用于工厂性能测量的新技术,该技术能够帮助管理层根据工业环境中通常可用的性能测量来制定制造策略。利用数据包络分析(DEA)的方法进行分析,并利用文献中提出的几种改进的解决方案来提高分辨力。通过适当的聚类分析总结所获得的结果。最后,由于DEA的双重表述,提出了一种技术和经济分析,并参考了效率低下的生产单位。所提出的技术已成功地应用于工业参考案例,并且可以轻松地扩展到每个制造环境。

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