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Updated: Sep 10, 2025

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Design and Construction of an Urban Runoff Research Facility
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优化应急物流应对城市洪水,同时考虑降雨影响
Peiwen Zhang1, Chenxing Zhang1, Pan Zhang1
1School of Management Science and Engineering, Shanxi University of Finance and Economics, Taiyuan, 030006, China.
Scientific reports
|August 19, 2025
概括
本研究提出了一种优化的应急物流框架,以改善城市洪水期间的救援物资分配. 改进的模型平衡了效率和公平性,通过考虑资源稀缺性和灾害严重程度,显示了4%的改善.
科学领域:
- 运营研究 运营研究
- 灾害管理 灾害管理
- 城市规划 城市规划
背景情况:
- 城市洪水造成了严重的基础设施损坏和供应短缺.
- 高效的救援物资分配是应对灾害的关键挑战.
- 现有的物流模型可能无法充分解决动态灾害条件.
研究的目的:
- 建议在城市洪水场景中为紧急物流提供双阶段优化框架.
- 提高救援物资分配的效率和公平性.
- 开发适应城市洪水应对系统的可扩展工具.
主要方法:
- 开发了紧急物流的两阶段优化框架.
- 将资源稀缺和灾害严重程度指数整合到供应分配模型中.
- 利用模拟和混合基因模拟算法进行优化.
- 将降雨量和动态车速纳入车辆路线模型.
主要成果:
- 在考虑资源稀缺和灾害指数时,供应分布模型更适合于灾难严重程度不均的情况.
- 纳入资源稀缺,灾害指数和等待时间的模型显示了4%的改善.
- 该方法适应不同灾害模式,在供应限制下平衡效率与公平性.
结论:
- 拟议的框架为城市洪水应对提供了一个可扩展和适应的工具.
- 优化的物流可以显著改善在灾难期间提供必需物资的运输.
- 在有效的灾难救援行动中,平衡效率和公平是至关重要的.
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