基于数据仿真的农产品供应链系统动力学研究

Min Chen, Wang Zhichuan, Haoyu Zhu, Jingyi Xia, Xiaoguang Yue
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引用次数: 0

摘要

探索大数据开发利用给农产品供应链带来的风险和机遇。本文选取了供应风险、生产管理风险和市场风险三个维度的影响因素,在问卷调查的基础上,运用SPSS软件进行信度和效度检验,构建了销售数据大数据分析、大数据仓储配送数据分析、大数据配送下农产品供应链系统动力学模型。并通过对系统动力学模型的仿真,最终得出在促进大数据技术的广泛应用方面,加强仓储配送大数据平台的开发和利用,在供应和生产管理环节充分利用具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on System Dynamics of Agricultural Products Supply Chain Based on Data Simulation
To explore the risks and opportunities brought by the development and utilization of big data to the supply chain of agricultural products. In this paper, the impact factors of three dimensions: supply risk, production management risk and market risk are selected, and on the basis of questionnaire survey, SPSS is used to test the reliability and validity, and the inclusion is constructed Big data analysis of sales data, analysis of big data warehousing and distribution data, and system dynamics model of agricultural product supply chain under big data distribution. And through the simulation of the system dynamics model, it is finally concluded that in terms of promoting the wide application of big data technology, it is of great significance to strengthen the development and utilization of the big data platform for warehousing and distribution, and to make full use of it in the supply and production management links.
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