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相关概念视频

Insulation Coordination01:23

Insulation Coordination

99
Insulation coordination is the process of matching electric equipment's insulation strength with protective device characteristics to protect the equipment against expected overvoltages. This selection is based on engineering judgment and cost. Equipment can generally withstand short-duration high transient overvoltages, but repeated tests with identical waveforms can yield inconsistent results. As a result, standard impulse voltage waveforms are used for testing, defined by specific times...
99
Series R—L Circuit Transients01:22

Series R—L Circuit Transients

76
In a series resistor-inductor (R-L) circuit, closing the switch at the start of the time period simulates a three-phase short circuit, a fault condition where all three phases of an unloaded synchronous machine are short-circuited. When there is no fault impedance and no initial current, the initial voltage is determined by the phase angle of the source voltage.
Using Kirchhoff's Voltage Law (KVL) to analyze this circuit helps determine the total asymmetrical fault current, which consists...
76
Reclosers and Fuses01:26

Reclosers and Fuses

76
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...
76
Three-Phase Short Circuit—Unloaded Synchronous Machine01:21

Three-Phase Short Circuit—Unloaded Synchronous Machine

103
Conducting a three-phase short circuit test on an unloaded synchronous machine helps understand its impact on the system. The AC fault current's oscillogram, with the DC offset removed, reveals that the waveform amplitude decreases from an initially high value to a steady-state level for one phase of the machine.
This behavior occurs due to the magnetic flux produced by the short-circuit armature currents. Initially, these currents follow high-reluctance paths but eventually shift to...
103
Line Protection with Impedance Relays01:27

Line Protection with Impedance Relays

56
Coordinating time-delay overcurrent relays in complex radial systems and directional overcurrent relays in multi-source transmission loops can be challenging. Impedance relays address these issues by responding to the voltage-to-current ratio, specifically measuring the apparent impedance of a line. These relays become more sensitive during faults as current increases and voltage decreases, thereby reducing the apparent impedance.
Under normal conditions, low load currents keep the measured...
56
Radial System Protection01:23

Radial System Protection

85
Radial systems employ time-delay overcurrent relays to reduce load interruptions. When a fault occurs, the nearest breaker opens first, while upstream breakers remain closed due to longer delay settings. This approach ensures minimal disruption to the rest of the system.
In a radial system with a fault downstream of the third breaker, ideally, only the third breaker will open, isolating the fault and interrupting the load connected beyond it. The second breaker has a longer delay setting,...
85

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相关实验视频

Updated: May 15, 2025

Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment
04:35

Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment

Published on: July 5, 2024

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基于RDIDSNet的绝缘体放电严重性评估算法

Cheng Chi1, Li Keyu2, Yanhui Meng1

  • 1State Grid Hebei Electric Power Co. Ltd, Ultra High Voltage Branch, Shijiazhuang, 050000, Hebei, China.

Scientific reports
|April 8, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了RDIDSNet,这是一个增强的YOLOv8算法,用于评估绝缘体放电严重程度. 它在边缘设备上以61FPS达到78.1%的准确性,使得快速精确的线路检查成为可能.

关键词:
审核核准的评价 审核核准的评估轻量化 轻量化 轻量化目标检测 目标检测紫外线放电点是指紫外线的放电点.这就是YOLOv8的意义.

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Dielectric RheoSANS — Simultaneous Interrogation of Impedance, Rheology and Small Angle Neutron Scattering of Complex Fluids
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相关实验视频

Last Updated: May 15, 2025

Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment
04:35

Author Spotlight: Simulation and Analysis of the Temperature Rise of Ring Main Unit Equipment

Published on: July 5, 2024

1.6K
Characterizing Electron Transport through Living Biofilms
08:52

Characterizing Electron Transport through Living Biofilms

Published on: June 1, 2018

8.3K
Dielectric RheoSANS — Simultaneous Interrogation of Impedance, Rheology and Small Angle Neutron Scattering of Complex Fluids
07:51

Dielectric RheoSANS — Simultaneous Interrogation of Impedance, Rheology and Small Angle Neutron Scattering of Complex Fluids

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科学领域:

  • 电气工程 电气工程
  • 计算机视觉 计算机视觉
  • 人工智能的人工智能

背景情况:

  • 绝缘器放电对电力线路的可靠性构成重大风险.
  • 准确的,实时评估绝缘体放电严重性对于有效的维护至关重要.
  • 现有的方法可能缺乏现场边缘计算所需的速度或准确性.

研究的目的:

  • 开发一种改进的绝缘体放电严重性评估算法.
  • 为了提高检测准确度和速度,使用边缘计算和紫外线摄像头.
  • 为电力线路检查提出一种轻量级但功能强大的深度学习模型.

主要方法:

  • 提出了基于YOLOv8框架的改进评估算法.
  • LDConv取代了标准卷积,用于增强轻量级的特征提取.
  • 集成了ACMix注意力机制,以改善目标焦点,以最小的性能损失.
  • 形状IOU损失功能取代了CIOU,以提高检测准确度.

主要成果:

  • 拟议的RDIDSNet算法实现了78.1%的检测精度.
  • 该算法以每秒61 (FPS) 的快速检测速度运行.
  • 与原来的YOLOv8算法相比,RDIDSNet表现出卓越的性能.

结论:

  • RDIDSNet算法为绝缘体放电严重性评估提供了一个快速而准确的解决方案.
  • 该算法适合在边缘设备上部署,以实时检查电力线路.
  • 拟议的改进有效地提高了特征提取,目标聚焦和检测精度.