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Quality Management of the Food Cold Chain System based on Big Data Analysis

机译:基于大数据分析的食品冷链系统质量管理

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摘要

The condition monitoring of food cold chain quality management systems is the key to ensuring the stable operation of food cold chain quality management systems. In the process of food cold chain quality management systems, it is necessary to accurately detect and identify the quality of food cold chain systems, and the quality management technology of food cold chain systems based on big data analysis is put forward. The statistical analysis model of food cold chain system quality management evaluation is constructed. Through the same kind of mapping and closed frequency complex item collection evaluation method, the hierarchical cluster analysis of data is carried out. The criterion of food cold chain quality management systems can be obtained by the Sigma test. In the statistical regression analysis model, the attribute set of food cold chain quality distribution big data in food cold chain quality management systems is constructed. There are six secondary indexes under the management scale of the enterprise, five secondary indexes under the warehousing management level, four secondary indicators under the logistics level, three information indexes under the information level, and three evaluation indexes under the customer management level. By using this evaluation system, the development status and operation status of fresh cold chain logistics can be reflected comprehensively, and the quality management of food cold chain systems can be determined. It is found that the reliability of this method for quality management of food cold chain systems is good.
机译:食品冷链质量管理系统的情况监测是确保食品冷链质量管理系统稳定运行的关键。在食品冷链质量管理系统的过程中,有必要准确地检测和识别食品冷链系统的质量,提出了基于大数据分析的食品冷链系统的质量管理技术。建设了食品冷链系统质量管理评估的统计分析模型。通过同样的映射和闭合频率复杂的项目收集评估方法,执行数据的分层集群分析。 SIGMA测试可以获得食品冷链质量管理系统的标准。在统计回归分析模型中,构建了食品冷链质量管理系统中的食品冷链质量分布大数据集。企业管理规模下有六个二级指标,五次二级指标在仓储管理水平下,物流水平下的四个二级指标,信息水平下的三个信息指标,以及客户管理水平下的三个评价指标。通过使用该评估系统,可以全面地反映新鲜冷链物流的开发现状和运行状态,可以确定食物冷链系统的质量管理。结果发现这种食物冷链系统质量管理方法的可靠性是好的。

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