基于移动互联网的生鲜冷链物流配送系统设计与实现

发布时间：2018-02-10 10:02

本文关键词： 冷链物流生鲜配送移动互联网系统设计文本挖掘　出处：《河南科技大学》2017年硕士论文　论文类型：学位论文

【摘要】：在当前“互联网+”冷链物流产业的大环境下,运用移动互联网技术,将传统的线下生鲜冷链物流产业转移到线上,形成线上电商,线下物流的云服务体系平台,利用数据和流程服务电子化,通过大数据挖掘,分析生鲜产品冷链物流配送中存在的问题,从技术和管理层面上做出针对性的解决措施,使得生鲜产品在保鲜保质的前提下如何快速、低成本、高满意度的送达到客户,是目前亟待解决的问题。本文以生鲜产品冷链物流配送系统为研究对象,通过对现有的生鲜电商冷链物流配送模式优缺点的对比分析,梳理出当前冷链物流配送过程中存在的问题;利用文本挖掘技术,对生鲜电商平台的生鲜产品顾客评论数据进行采集分析,从而得出在物流配送过程中影响顾客满意度的主要因素;依此构建生鲜物流配送路径优化模型,利用改进Floyd-节约混合算法对模型进行求解并进行实例验证。根据生鲜产品配送流程,对生鲜冷链物流配送系统进行系统分析和系统设计;依据生鲜配送优化模型,在开发的系统功能模块中嵌入生鲜订单分配算法和订单配送优化算法,以实现生鲜订单的快速合理分配。本文构建的生鲜冷链物流配送系统在本地某生鲜企业上线试用,得到了较好的反馈:企业的物流配送效率和顾客满意度均有了明显的提高,对该企业的物流配送系统信息化升级,具有一定的理论指导意义和现实应用价值。
[Abstract]:In the current "Internet" cold chain logistics industry environment, the use of mobile Internet technology, the traditional offline fresh cold chain logistics industry transferred to the line, forming online e-commerce, offline logistics cloud service system platform, By using data and process service electronization, through big data mining, this paper analyzes the problems existing in the cold chain logistics distribution of fresh products, and makes targeted solutions from the technical and management levels. It is an urgent problem to make fresh products reach customers quickly, low cost and high satisfaction under the premise of preservation and quality. This paper takes the cold chain logistics distribution system of fresh products as the research object. Through the comparative analysis of the advantages and disadvantages of the existing cold chain logistics distribution mode of fresh e-commerce business, the problems existing in the process of cold chain logistics distribution at present are sorted out, and the text mining technology is used to solve the problems in the process of cold chain logistics distribution. Through collecting and analyzing the customer comment data of fresh products on the platform of fresh electricity business, the main factors that affect customer satisfaction in the process of logistics distribution are obtained. According to this, the optimization model of raw and fresh logistics distribution path is constructed. The improved Floyd- economization hybrid algorithm is used to solve the model and verify the example. According to the fresh product distribution process, the system analysis and system design of fresh cold chain logistics distribution system; according to the fresh distribution optimization model, In order to realize the rapid and reasonable distribution of fresh orders, the system function module is designed to embed fresh order allocation algorithm and order distribution optimization algorithm in order to realize the rapid and reasonable distribution of fresh orders. Good feedback is obtained: the efficiency of logistics distribution and customer satisfaction have been improved obviously, which has a certain theoretical significance and practical application value for the informatization upgrade of logistics distribution system of the enterprise.
【学位授予单位】：河南科技大学
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：F259.2;TP311.52

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