城市洪水灾害预防,控制和救援使用边缘计算和弹性概念
Li Shuiquan1,2, Zhai Binqing3, Dang Tianjiao2,4
1School of Human Settlements and Civil Engineering, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, China.
Scientific reports
|December 9, 2025
概括
这项研究使用进化弹性和边缘计算来增强城市洪水控制. 无人驾驶飞行器 (UAV) 改善了应对灾害,预警系统和救援行动,以更好地管理城市洪水.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 灾害管理 灾害管理
背景情况:
- 城市降雨和洪水灾害的频率越来越高,需要改进灾难救援策略.
- 现有的城市防洪系统需要加强,以应对复杂的灾害场景.
- 将弹性概念与先进计算相结合,对于有效的灾害治理至关重要.
研究的目的:
- 开发一个城市洪水灾难系统,整合进化弹性,系统理论和协同理论.
- 探索边缘计算和无人机在洪水灾害监测和应对中的应用.
- 为城市洪水灾害建立有效的预防,控制和治理机制.
主要方法:
- 建立了一个基于进化弹性,系统理论和协同理论的城市洪水灾害系统模型.
- 模拟边缘计算支持无人机集群的三维部署和资源调度.
- 使用无人机和智能边缘设备分析了网络性能调整和部署影响.
主要成果:
- 基于抗灾能力的防灾系统显著改善了城市洪水预警,调度和应急平台.
- 支持边缘计算的无人机为地面救援提供了增强的洪水信息和计算资源.
- 该系统通过移动终端展示了人们的有效统计数据,并提供了操作指导.
结论:
- 拟议的系统通过智能技术手段有效地提高了城市洪水预警和应对能力.
- 像无人机这样的智能边缘设备对于灵活的信息收集和灾难救援中的并行计算至关重要.
- 弹性概念和边缘计算的整合为未来的城市洪水灾害管理提供了一个强大的框架.
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