Research on Optimization of Medical Waste Emergency Disposal Transportation Network for Public Health Emergencies in the Context of Intelligent Transportation

被引:1
|
作者
Zhao, Fei [1 ]
Wang, Xi [1 ]
Liu, Beibei [1 ]
Sun, Wenzhuo [2 ]
Liu, Zheng [2 ]
机构
[1] Minist Emergency Management China, Natl Disaster Reduct Ctr China, Beijing 100124, Peoples R China
[2] Shanghai Univ Engn Sci, Sch Management, Shanghai 201620, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 18期
基金
中国国家社会科学基金;
关键词
intelligent transportation; public health emergencies; medical waste; emergency disposal; optimization of transportation network;
D O I
10.3390/app131810122
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In order to build a more comprehensive emergency disposal and transportation network system for medical waste, it is necessary to consider various uncertain factors and data characteristics. Therefore, in the context of intelligent transportation, this article considers the uncertainty of the quantity and regional population density of infectious medical waste generation as well as the emergency disposal of infectious medical waste under multi-cycle and multi-objective conditions, and it constructs a multi-cycle emergency disposal logistics network optimization model for infectious medical waste under uncertain conditions. Through deterministic transformation of the model and data mining of the medical waste disposal logistics network in Wuhan, China, the multi-objective model under uncertain conditions was also solved and sensitivity analyzed using the MOPSO-NSGA2 intelligent algorithm, verifying the effectiveness and superiority of the algorithm.
引用
收藏
页数:22
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