相关实验视频
Updated: Jun 6, 2025

13:48
Design and Construction of an Urban Runoff Research Facility
Published on: August 8, 2014
13.0K
用智能传感器利用城市供水系统为可持续城市提供服务
Anaraida García Baigorri1, Raúl Parada2, Victor Monzon Baeza1
1Faculty of Computer Science, Multimedia and Telecommunications, Universitat Oberta de Catalunya (UOC), Rambla del Poblenou 156, 08018 Barcelona, Spain.
Sensors (Basel, Switzerland)
|November 27, 2024
概括
这项研究使用人工智能 (AI) 和物联网 (IoT) 来优化城市配水系统,实现高效率和显著的每日节水. 由人工智能驱动的方法提高了系统性能,并节约了水资源.
科学领域:
- 环境工程 环境工程
- 计算机科学 计算机科学
- 水资源管理 水资源管理
背景情况:
- 城市供水系统面临着经济损失,水资源浪费和资源获取缺口等挑战,气候变化和干旱加剧了这些挑战.
- 优化对于水网的可持续性和高效资源管理至关重要.
研究的目的:
- 应用先进的人工智能 (AI) 和物联网 (IoT) 技术来优化城市供水网络.
- 通过模拟来量化潜在的节水和系统效率改进.
主要方法:
- 使用EPANET用于水网的液压建模.
- 采用基于线性回归的算法进行优化.
- 集成的人工智能和物联网用于基于模拟的网络优化.
主要成果:
- 达到高达96.62%的系统效率.
- 获得了0.049的平均绝对误差,表明了高精度.
- 在高需求节点展示了每日最大648,000升的潜在节水潜力.
结论:
- 人工智能和物联网为优化城市配水系统提供了强大的解决方案.
- 拟议的方法大大减少了水的浪费,并改善了资源管理.
- 未来的研究应该专注于在现实世界城市水系统中部署拟议的全球架构.
相关概念视频
Multiple Pipe Systems
433
Multipipe systems consist of complex configurations of interconnected pipes designed to transport fluids efficiently across intricate networks. They are essential in engineering applications requiring precise control over flow distribution, pressure, and head loss. They are categorized into series, parallel, loop, and network configurations, each distinguished by unique flow characteristics and applications.
Series Configuration
In a series configuration, fluid flows sequentially from one pipe...
Series Configuration
In a series configuration, fluid flows sequentially from one pipe...
433
Applications of GIS: Disaster Management and Emergency Response
39
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...
39
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
40
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...
40
Introduction to GIS
55
Geographic Information Systems (GIS) are tools for storing, analyzing, and displaying spatial data alongside related attributes. Unlike traditional information systems that address general queries, GIS incorporates spatial components, enabling users to answer "where" and "how far." For example, GIS can process housing data linked to geographic locations like zip codes, allowing insights into population density or housing distribution through thematic maps.GIS integrates technologies such as...
55
Design Example: Sustainability in Concrete Building
160
As the construction industry moves towards more eco-friendly practices, concrete's adaptability and its ability to incorporate sustainable features make it a key material in the drive towards greener building solutions.
There are multiple approaches to achieve sustainability in a commercial concrete building. For instance, construct a concrete parking area under the building, utilizing pervious concrete paver blocks in open areas to facilitate rainwater collection through an underground...
There are multiple approaches to achieve sustainability in a commercial concrete building. For instance, construct a concrete parking area under the building, utilizing pervious concrete paver blocks in open areas to facilitate rainwater collection through an underground...
160
Responses to Drought and Flooding
10.6K
Water plays a significant role in the life cycle of plants. However, insufficient or excess of water can be detrimental and pose a serious threat to plants.
10.6K

