Research on influencing factors of manufacturing process based on DEMATEL and entropy method

Zhijun Xu, Yanguang Hu, Xiangkun Liu, Yingjie Ren, Tingfo Gao
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Abstract

Mechanical manufacturing is a complex dynamic process, including the processing equipment, fixtures, testing equipment, processing objects and process control personnel, etc‥ In order to identify the key factors accurately in the process of mechanical manufacturing, this paper takes into account the interaction between factors, and puts forward the method of quantitative analysis of key factors based on Decision Making Trial and Evaluation Laboratory (DEMATEL) and entropy weight. First of all, the influence factors of the process are analyzed from six aspects, such as employee, manufacturing equipment, material, process method, measurement and production processing environment. Secondly, based on this, the weight of each factor is calculated by DEMATEL method and entropy weight method, and the influencing factors are sorted by comprehensive weight. Finally, the method is applied to a practical example. The results show that the key process factors determined by the proposed method have some significance for guiding production.
基于DEMATEL和熵的制造过程影响因素研究
机械制造是一个复杂的动态过程,包括加工设备、夹具、测试设备、加工对象和过程控制人员等,为了准确识别机械制造过程中的关键因素,本文考虑了因素之间的相互作用,提出了基于决策试验与评价实验室(DEMATEL)和熵权的关键因素定量分析方法。首先从员工、制造设备、材料、工艺方法、测量、生产加工环境等六个方面对工艺的影响因素进行了分析。其次,在此基础上,通过DEMATEL法和熵权法计算各因素的权重,并通过综合权重对影响因素进行排序。最后,将该方法应用于一个实例。结果表明,该方法确定的关键工艺因素对指导生产具有一定意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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