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相关概念视频

Reducing Line Loss01:18

Reducing Line Loss

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In a three-phase circuit, line loss is an indicator of energy dissipated as heat due to the resistance of transmission lines. To address this, incorporating transformers into the system—a step-up transformer at the source and a step-down transformer at the load—is a strategic solution. Two three-phase transformers are introduced to improve this.
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss...
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Design Example: Analyzing Capacity Contours for Flood Risk Assessment01:17

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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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A cruise control system in a car is designed to maintain a specified speed automatically by adjusting the gas pedal. The system continuously measures the vehicle's speed and makes fine adjustments to the pedal to achieve this goal. The root locus method is particularly useful for understanding how the cruise control system's behavior changes under varying conditions, such as when the car goes uphill, downhill, or faces strong wind resistance.
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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...
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Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street
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交通灯优化与低透率的车辆轨迹数据.

Xingmin Wang1, Zachary Jerome1, Zihao Wang1

  • 1Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI, 48105, USA.

Nature communications
|February 20, 2024
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概括

这项研究引入了一种使用车辆轨迹的新交通信号重新定时系统,以减少城市拥堵和能源消耗. 该系统有效地将十字路口的延迟减少了20%,并且在不需要昂贵的探测器的情况下停止了30%.

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科学领域:

  • 城市规划和智能交通系统.
  • 交通工程和网络优化.
  • 数据科学和应用数学.

背景情况:

  • 交通灯的优化可以减少城市拥堵和能源消耗.
  • 车辆探测器的高成本限制了固定时间交通信号的优化.
  • 现有系统通常依赖于探测器,增加成本和维护.

研究的目的:

  • 开发一个大规模的交通信号重定时系统,使用最小的车辆轨迹数据.
  • 为了克服基于探测器的交通信号优化系统的局限性.
  • 为城市交通管理提供可扩展和可持续的解决方案.

主要方法:

  • 开发了一个概率的时空图,将一个随机点队列模型与车辆轨迹联系起来.
  • 通过聚合历史车辆轨迹数据来重建时空交通状态.
  • 应用优化算法来更新交通信号参数以提高效率.

主要成果:

  • 密歇根州伯明翰市的一项全市测试显示了显著的改善.
  • 在交叉路口的延迟减少了多达20%.
  • 减少了车辆停留的次数高达30%.

结论:

  • 开发的系统提供了一个可扩展,可持续和高效的交通灯优化方法.
  • 消除了昂贵的车辆探测器的需求,使优化更容易获得.
  • 具有广泛应用于全球固定时间信号交叉路口的潜力.