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Analysis of Fuzzy Data for Polymer Production Quality Management

机译:聚合物生产质量管理的模糊数据分析

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The problem of polymer products quality management is considered. The requirements for polymers are formed on the basis of consumer qualities and conditions of the technological process of their production. Management is proposed to be carried out by selecting a polymer matrix and the composition of the composite ingredients. To do this, the components of the polymer composition are evaluated on the basis of a fuzzy analysis of their properties. Specific cases and the problem solution are given by these examples. The results of the research develop the mathematical substantiation of intellectual systems for supporting the research and production activities of a chemical technologist in the modeling of linguistic resources and can serve for making informed decisions, for example, when optimizing the composition of composite substances. Fuzzy numbers were used to formalize the initial data, resulting in a parametric space describing multicomponent systems. The calculation of the correspondence index for each parameter of the system in terms of the mandatory requirements made it possible to proceed to relative dimensionless real quantities. The weighted voting procedure was used as an aggregate function. The obtained value reflects the integral measure of the chemical-technological system compliance with the requirements.
机译:考虑了聚合物产品质量管理的问题。对聚合物的要求是根据消费者的素质和生产工艺条件确定的。建议通过选择聚合物基质和复合成分的组成进行管理。为此,在对聚合物组合物的成分进行模糊分析的基础上对其进行评估。这些示例给出了具体情况和问题解决方案。研究结果开发了智能系统的数学依据,以支持化学技术人员在语言资源建模中的研究和生产活动,并且可以在例如优化复合物质组成时做出明智的决定。模糊数用于形式化初始数据,从而形成描述多组分系统的参数空间。根据强制性要求对系统每个参数的对应指数的计算,使得有可能进行相对无量纲的实数。加权投票程序用作汇总函数。所获得的值反映了化学技术系统符合要求的整体度量。

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