系统仿真学报 ›› 2020, Vol. 32 ›› Issue (4): 660-668.doi: 10.16182/j.issn1004731x.joss.18-0293

• 国民经济仿真 • 上一篇    下一篇

森林灭火水源选址的建模与仿真

周国雄1, 李彤2 *, 陈爱斌3, 何明芳4   

  1. 中南林业科技大学 计算机与信息工程学院,湖南 长沙 410004
  • 收稿日期:2018-05-16 修回日期:2018-08-26 出版日期:2020-04-18 发布日期:2020-04-16
  • 作者简介:周国雄(1980-),男,湖南嘉禾,博士后,副教授,研究方向为智能控制、无损检测;李彤(通讯作者1997-),女,江西萍乡,本科,研究方向为智能控制 。
  • 基金资助:
    国家“948”项目(2014-4-09),国家自然科学基金(61703441)

Modeling and Simulation of Locating Water Resources for Forest Fire Extinguishing

Zhou Guoxiong1, Li Tong2 *, Chen Aibin3, He Mingfang4   

  1. School of Computer and Information Engineering, Central South University of Forestry & Technology, Changsha 410004, China
  • Received:2018-05-16 Revised:2018-08-26 Online:2020-04-18 Published:2020-04-16

摘要: 森林火灾发生时,有效的水源地对消防员灭火有着良好的辅助作用。以攸县黄丰桥国有林场为例,提出一种基于元胞自动机动态生成加权Voronoi图的重心模型和交替定位分配算法局部优化的森林灭火水源选址规划方案。为减小水源覆盖高火险区域比例不达标的影响,建立加权Voronoi图的重心模型。为保证各Voronoi区域有充足的可用水资源,确保选址密度的合理性,采用交替定位分配算法对上述模型进行局部优化。仿真结果表明,所提方法能显著提高森林灭火工作效率。

关键词: 森林灭火, 水源选址, 元胞自动机, 加权Voronoi图, 交替定位分配算法

Abstract: At the time of the forest fire, the effective water resource position is a good assistance to the firefighters to put out the fire. Taking a state-owned tree-farm, Huangfeng Bridge as an example in You Xian, an approach is proposed to optimally locate and determine the water resources to extinguish the forest fires, which uses the barycenter of a Weighted Voronoi Diagram and is generated dynamically via Cellular Automata and locally optimized by Alternative Location and Allocation algorithm. In order to reduce the low ratio impact of the water resource to the high fire risk areas, a barycenter model of Weighted Voronoi Diagram is adopted. In order to ensure each Voronoi area having the sufficient available water resources and the rational sites density, the Alternative Location and Allocation algorithm is adopted to optimize the model. Simulation results show that the method can significantly improve the efficiency of forest fire fighting.

Key words: forest fire extinguish, locate water resources, cellular automaton, weighted voronoi diagram, alternative location and allocation

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