中国安全科学学报 ›› 2026, Vol. 36 ›› Issue (8): 197-205.doi: 10.16265/j.cnki.issn1003-3033.2026.08.1324

• 公共安全与应急管理 • 上一篇    下一篇

救治能力受限情况下的有限应急防护物资动态分配

周林(), 李娟, 罗静, 王祥雨   

  1. 重庆理工大学 管理学院, 重庆 400054
  • 收稿日期:2026-03-24 修回日期:2026-06-11 出版日期:2026-08-28
  • 作者简介:

    周林 (1987—),男,河南信阳人,博士,教授,主要从事大规模物流优化、智能算法、应急管理等方面的研究。E-mail:

  • 基金资助:
    重庆市社科规划项目(2024NDYB078); 国家自然科学基金资助(72471041); 教育部人文社科项目(23YJC630264); 重庆市自然科学基金资助(CSTB2023NSCQ-MSX0383)

Dynamic allocation of limited emergency protective materials under constraint of medical treatment capacity

Zhou Lin(), Li Juan, Luo Jing, Wang Xiangyu   

  1. College of Management, Chongqing University of Technology, Chongqing 400054, China
  • Received:2026-03-24 Revised:2026-06-11 Published:2026-08-28

摘要:

为应对重大突发疫情初期医疗救治能力和应急防护物资受限给疫情防控带来的重大挑战,开展应急防护物资动态分配研究。首先,考虑疫情演化过程中感染者症状严重程度的时变性特征,提出融合应急防护物资分配和感染者救治改进的易感-潜伏-感染-康复-死亡(SEIRD)传染病演化模型模拟疫情演化过程;然后,构建救治能力受限情况下的有限应急防护物资多周期动态分配决策模型,并根据问题特征设计模拟退火(SA)算法求解;最后,结合具体算例开展所提方法验证以及关键参数的敏感性分析。结果表明:构建的动态分配决策模型可有效提高有限应急医疗资源效用,且动态分配策略在疫情初期的运用对疫情防控效果最佳;此外,应急防护物资增加和医院救治能力扩张均存在边际递减效应。

关键词: 救治能力, 应急防护物资, 动态分配, 突发疫情, 交互耦合

Abstract:

To address the severe challenges to epidemic prevention and control caused by limited medical treatment capacity and insufficient emergency protective materials at the early stage of major sudden epidemics, research on the dynamic allocation of emergency protective materials was conducted in this study. Firstly, considering the time-varying characteristics of the severity of symptoms among infected patients during epidemic evolution, a Susceptible-Exposed-Infected-Recovered-Dead (SEIRD) epidemic evolution model integrating protective material allocation and optimized patient treatment was proposed to simulate epidemic spread. Subsequently, a multi-period dynamic allocation decision model for limited emergency protective materials was established under constrained medical treatment capacity, and a simulated annealing(SA) algorithm was designed to solve the model according to the problem characteristics. Finally, numerical examples were adopted to verify the feasibility and effectiveness of the proposed method, and sensitivity analyses of key parameters were performed. The results demonstrate that the constructed dynamic allocation decision model can effectively improve the utilization efficiency of limited emergency medical resources, and the dynamic allocation strategy delivers the optimal epidemic prevention and control effect when applied at the early stage of an outbreak. In addition, both the supplementation in emergency protective materials and the expansion of hospital treatment capacity exhibit diminishing marginal effects.

Key words: treatment capacity, emergency protective materials, dynamic allocation, epidemic outbreak, interactive coupling

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