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相关概念视频

Reducing Line Loss01:18

Reducing Line Loss

206
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...
206
Transformers01:26

Transformers

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A device that transforms voltages from one value to another using induction is called a transformer. A transformer consists of two separate coils, or windings, wrapped around the same soft iron core. However, they are electrically insulated from each other.
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
1.2K
Transformers in Distribution System01:27

Transformers in Distribution System

167
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...
167
Restarting Stalled Replication Forks02:37

Restarting Stalled Replication Forks

2.0K
2.0K
Energy Losses in Transformers01:21

Energy Losses in Transformers

986
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality,  the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be  the high resistance of the...
986
Reclosers and Fuses01:26

Reclosers and Fuses

169
Automatic circuit reclosers enhance the protection of distribution circuits by interrupting and auto-reclosing an AC circuit according to a preset sequence. They effectively manage temporary faults on overhead distribution lines, often caused by tree limbs or wildlife, by briefly disrupting service to improve overall reliability. However, contact with reclosers or energized broken conductors on the ground can pose serious hazards.
A comprehensive protection scheme for radial distribution...
169

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An optimal peer selection for peer-to-peer video content distribution using fuzzy linear programming approach.

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Time Multiplexing Super Resolving Technique for Imaging from a Moving Platform
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基于时间融合变压器的策略,用于高效的多云内容复制.

Naganandhini S1, Shanthi D1

  • 1Computer Science and Engineering, PSNA College of Engineering and Technology, Dindigul, Tamilnadu, India.

PeerJ. Computer science
|June 26, 2025
PubMed
概括

本研究介绍了基于时间融合变压器 (TFT) 的云计算动态数据复制策略 (TD2RS). 在动态环境中,TD2RS可提高20%的数据可用性,并减少15%的延迟.

科学领域:

  • 云计算 云计算 云计算
  • 数据管理数据管理
  • 人工智能的人工智能

背景情况:

  • 确保高数据可用性和可靠性对于云环境中高效的内容交付至关重要.
  • 在多个云上复制内容是一个常见的策略,但动态管理它是具有挑战性的.
  • 数据受欢迎程度和云资源可用性的动态变化使最佳复制复杂化.

研究的目的:

  • 解决在多云环境中动态数据复制的挑战.
  • 提出和评估一种基于时间融合变压器 (TFT) 的新型动态数据复制策略 (TD2RS).
  • 优化内容复制,考虑到未来的数据需求和资源可用性.

主要方法:

  • 利用时间融合变压器 (TFT),一个深度学习的时间预测模型.
  • 从多个云源收集内容受欢迎程度和资源可用性的历史数据.
  • 开发了TD2RS以预测未来的数据需求并执行智能,优化的复制.

主要成果:

  • 与传统方法相比,提议的基于TFT的方法提高了20%的数据可用性.
  • 使用TD2RS框架,延迟水平降低了15%.
  • 用合成时间序列数据进行了广泛的实验,验证了框架的性能.
关键词:
内容复制 内容复制数据可用性数据的可用性.深度学习是一种深度学习.减少延迟,减少延迟时间.有多个云层.时间融合变压器

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结论:

  • 基于TFT的复制策略有效地提高了动态云环境中的内容交付效率.
  • TD2RS提供了一个强大的解决方案,用于动态管理数据可用性,可靠性和性能.
  • 这种方法比现有的复制技术提供了显著的改进.