相关实验视频
Updated: Jul 6, 2025

08:15
Data Communication Based on MQTT in a Polymer Extrusion Process
Published on: July 15, 2022
3.5K
研究一种新的分配管理模式,物联网的物联网
Chao Chen1, Liwu Gong1, Xin Luo2
1State Grid Zhejiang Electric Power Co., Ltd., Jiaxing Power Supply Company, Jiaxin, 314000, Zhejiang Province, China.
Scientific reports
|January 10, 2024
概括
本研究介绍了一个边缘计算和分布网络模型,以减少物联网 (IoT) 的推理延迟. 拟议的解决方案有效地管理众多智能设备,提高云计算性能.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 人工智能的人工智能
背景情况:
- 物联网 (IoT) 需要有效管理可控制的智能.
- 配送网络面临着功能和传输延迟的挑战,特别是随着设备数量的增加.
- 现有的云服务器模型难以处理繁重的计算任务,导致显著的推理延迟.
研究的目的:
- 为了解决由重型计算任务引起的分布式云服务器的大量推理延迟.
- 为分布式物联网在分销网络中提出一种新的管理模式.
- 通过整合边缘计算来提高配送网络的性能.
主要方法:
- 将边缘协作计算与配送网络站区相结合.
- 使用包装运输网络 (PTN) 架构构建一个分配网络管理结构模型.
- 为分布式物联网建立一个多终端节点分布模型.
- 使用边缘多节点合作推理和协作计算构建分布式物联网管理模型.
主要成果:
- 开发的模型有效地减少了云计算中的推断延迟.
- 即使连接了大量智能设备终端,也观察到性能改进.
- 边缘计算的整合解决了集中式云处理的局限性.
结论:
- 拟议的边缘协作计算和分发网络模型为管理分布式物联网提供了可行的解决方案.
- 这种方法显著减轻了推理延迟,提高了分销网络的效率.
- 该研究表明,边缘智能在克服大规模物联网部署的挑战方面具有好处.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Transformers in Distribution System
103
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
103
Distribution Reliability and Automation
107
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
107
Secondary Distribution
87
Secondary distribution systems provide electrical energy at the utilization voltage levels from distribution transformers to customer meters. Typical secondary voltages in the United States include 120/240 V for residential use, 208Y/120 V for residential and commercial use, and 480Y/277 V for industrial and high-rise commercial use.
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
87
Distributed Loads
538
Distributed loads are a common type of load that engineers and scientists encounter in various practical situations. Distributed loads often refer to a type of load spread over a surface or a structure and can be modeled as continuous force per unit area.
For example, consider a bookshelf filled with books stacked vertically adjacent to each other. The weight of the books is evenly distributed over the length of the shelf. As a result, the pressure at different locations on the surface of the...
For example, consider a bookshelf filled with books stacked vertically adjacent to each other. The weight of the books is evenly distributed over the length of the shelf. As a result, the pressure at different locations on the surface of the...
538
Distributed Loads: Problem Solving
646
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
646

