关于消防站多目标层次性选址覆盖范围的研究
PloS one
|December 23, 2024
概括
优化消防站位置涉及一个层次化的网络模型,平衡风险覆盖和成本. 新站增加了服务覆盖范围,但保留旧站可能会降低风险保护,为最佳位置策略提供信息.
科学领域:
- 运营研究 运营研究
- 城市规划 城市规划
- 应急管理 应急管理
背景情况:
- 消防站的位置对于公共安全和财产保护至关重要.
- 选址问题需要优化,以有效应对紧急情况.
- 现有的模型往往缺乏对应急覆盖网络的层次化方法.
研究的目的:
- 开发一个多目标模型,以优化消防站的位置.
- 建立一个层次化的应急覆盖网络,考虑到火灾风险.
- 为了平衡最大的火灾风险覆盖与最小的建筑成本.
主要方法:
- 为需求区域和消防站开发了一个三级层次的层次网络模型.
- 使用覆盖减弱函数制定了一个多目标位置模型.
- 为了优化,使用了epsilon约束方法和定制的遗传算法.
主要成果:
- 保留现有的消防站可以降低成本,但可能会损害高风险地区的覆盖范围.
- 增加新消防站的数量可以提高服务覆盖范围.
- 灵敏度分析揭示了参数对最大火灾风险覆盖范围的影响.
结论:
- 可以实现一个妥协的协调定位方案,具有层次的消防站.
- 该模型为最佳消防站配置提供决策支持.
- 这种方法提高了应急响应计划和资源分配.
相关概念视频
Design Example: Alignment of a Road Line Using GIS
39
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
39
Manipulation and Analysis
18
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
18
Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device
21
Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
21
Response Surface Methodology
89
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
89
Cluster Sampling Method
11.6K
Appropriate sampling methods ensure that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
11.6K
Sampling Plans
167
Sampling is a crucial step in analytical chemistry, allowing researchers to collect representative data from a large population. Common sampling methods include random, judgmental, systematic, stratified, and cluster sampling.
Random sampling is a method where each member of the population has an equal chance of being selected for the sample. It involves selecting individuals randomly, often using random number generators or lottery-type methods. For example, when analyzing the properties of a...
Random sampling is a method where each member of the population has an equal chance of being selected for the sample. It involves selecting individuals randomly, often using random number generators or lottery-type methods. For example, when analyzing the properties of a...
167


