物联网背景下的工业危化品电子物流配送路径规划  

Path Planning of Electronic Logistics Distribution of Industrial Hazardous Chemicals under the Background of Internet of Things

作　　者：高增亮 刘皓若 王霞 Gao Zengliang;Liu Haoruo;Wang Xia(Industrial Internet Innovation Center(Shanghai)Co.,Ltd.,Shanghai 201306,China)

机构地区：[1]工业互联网创新中心(上海)有限公司,上海201306

出　　处：《粘接》2021年第8期166-169,共4页Adhesion

基　　金：上海市工业互联网研发与转化功能型平台项目(3IN-GY-SR-1810001)。

摘　　要：针对工业危化品物流配送成本高昂、风险性大的特点,本研究基于物联网,提出一套危化品电子物流配送路径规划与监控系统,以提高危化品的运输效率,进而减小危化品运输的成本和风险。首先,本研究根据系统的主要工作和目的,对系统整体架构进行了设计。然后结合工业危化品的配送特点,提出MODVRP模型和预优化、实时优化两阶段求解策略。最后,通过实验验证了研究提出的模型和算法。实验结果表明,本研究提出的模型和算法可有效解决多目标动态路径优化问题,大大降低了运输成本和风险。In view of the characteristics of high cost and high risk of industrial hazardous chemicals logistics distribution,based on the Internet of things,this study proposes a set of hazardous chemicals electronic logistics distribution path planning and monitoring system,in order to improve the transportation efficiency of hazardous chemicals,and then reduce the cost and risk of hazardous chemicals transportation.First of all,according to the main work and purpose of the system,the overall architecture of the system is designed.Then,combined with the distribution characteristics of industrial hazardous chemicals,the MODVRP model and a two-stage solution strategy of pre-optimization and real-time optimization were proposed.Finally,the proposed model and algorithm are verified by experiments.The experimental results show that the model and algorithm proposed in this study can effectively solve the multi-objective dynamic path optimization problem,and greatly reduce the transportation costs and risks.

关 键 词：物联网 电子物流配送 路径规划 MODVRP 

分 类 号：TN929.5[电子电信—通信与信息系统]