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相关概念视频

Design Example: Analyzing Capacity Contours for Flood Risk Assessment01:17

Design Example: Analyzing Capacity Contours for Flood Risk Assessment

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Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
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Applications of GIS: Disaster Management and Emergency Response01:29

Applications of GIS: Disaster Management and Emergency Response

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Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
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Design Example: Creating a Hydraulic Model of a Dam Spillway01:21

Design Example: Creating a Hydraulic Model of a Dam Spillway

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Scaled hydraulic models of dam spillways provide a practical way to replicate and study the intricate flow dynamics of these structures. Often built to a 1:15 ratio, these models allow for observing critical water behavior, such as velocity distribution, flow patterns, and energy dissipation.
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Modeling and Similitude01:12

Modeling and Similitude

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Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
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Conservation of Mass in Moving, Nondeforming Control Volume01:14

Conservation of Mass in Moving, Nondeforming Control Volume

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Stormwater detention basins are essential in managing runoff during heavy rainfall, particularly in urban areas where impervious surfaces increase the risk of flooding. Understanding the conservation of mass in these systems allows engineers to optimize basin performance, balancing inflow, outflow, and water storage.
In the context of a detention basin, the conservation of mass states that the total mass of water entering the basin must equal the mass leaving the basin plus any accumulation of...
653
Design Example: Alignment of a Road Line Using GIS01:17

Design Example: Alignment of a Road Line Using GIS

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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...
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相关实验视频

Updated: May 9, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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基于数字双胞胎技术和优化调度算法的高效城市洪水控制和排水管理框架.

Chenchen Fan1, Jingming Hou1, Xuan Li2

  • 1State Key Laboratory of Eco-hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an,710048, China.

Water research
|May 4, 2025
PubMed
概括
此摘要是机器生成的。

一个新的数字双胞胎平台通过优化排水时间表来改善城市洪水控制. 该系统增强了实时监控和决策,大大降低了洪水风险和运营成本.

关键词:
深度学习是一种深度学习.水力动力学模型的水力动力学模型这是NSGA-III.一个物理建模实验实验.团结3D 团结3D 团结

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Design and Construction of an Urban Runoff Research Facility
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相关实验视频

Last Updated: May 9, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
11:53

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

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Design and Construction of an Urban Runoff Research Facility
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Watershed Planning within a Quantitative Scenario Analysis Framework

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科学领域:

  • 环境工程 环境工程
  • 水资源管理 水资源管理
  • 计算机科学 计算机科学

背景情况:

  • 城市洪水控制面临着协调排水与河湖系统的挑战.
  • 河流水平面上升导致滞水效应,增加城市洪水风险.
  • 传统方法存在数据延迟和决策支持不足的问题.

研究的目的:

  • 开发一个数字双胞胎实验平台,以加强城市洪水控制和排水管理.
  • 使用深度学习和多目标优化优化排水调度规则.
  • 评估平台在减少洪水风险和运营成本方面的有效性.

主要方法:

  • 开发了一个数字双胞胎平台,使用PLC和Unity3D集成物理系统与虚拟模型.
  • 实施了一种新的深度学习和多目标优化模型,用于调度.
  • 在优化前后对洪水风险和成本进行了比较分析.

主要成果:

  • 数字双胞胎平台在水位预测 (NSE>95.18%) 和运行时间 (误差<4.11%) 中实现了高精度.
  • 在各种场景下,优化策略显著降低了水位目标,高达51.61%.
  • 据确定,滞水效应主要是由河流流量和下游湖泊水位驱动的.

结论:

  • 数字双胞胎平台为全面的城市防洪和排水管理提供了强大的解决方案.
  • 提议的优化模型有效地平衡了水位控制和运营目标.
  • 该框架为优化洪水控制和排水操作提供了强有力的技术支持.