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相关概念视频

Fault Types01:18

Fault Types

80
When analyzing a single line-to-ground fault from phase A to ground at a three-phase bus, it is important to consider the fault impedance. This impedance is zero for a bolted fault, equal to the arc impedance for an arcing fault, and represents the total fault impedance for a transmission-line insulator flashover. To derive sequence and phase currents, fault conditions are translated from the phase domain to the sequence domain.
For line-to-line faults occurring between phases B and C, the...
80
Electrostatic Boundary Conditions01:16

Electrostatic Boundary Conditions

434
Consider an external electric field propagating through a homogeneous medium. When the electric field crosses the surface boundary of the medium, it undergoes a discontinuity. The electric field can be resolved into normal and tangential components. The amount by which the field changes at any boundary is given by the difference between the field components above and below the surface boundary.
The surface integral of an electric field is given by Gauss's law in integral form and is related to...
434
Electrostatic Boundary Conditions in Dielectrics01:27

Electrostatic Boundary Conditions in Dielectrics

1.1K
When an electric field passes from one homogeneous medium to another, crossing the boundary between the two mediums imparts a discontinuity in the electric field. This results in electrostatic boundary conditions that depend on the type of mediums the field propagates through.
Consider a case where both the mediums across a boundary are two different dielectric materials. Recall that the electric field and electric displacement are proportional and related through the material's...
1.1K
Magnetostatic Boundary Conditions01:28

Magnetostatic Boundary Conditions

887
An electric field suffers a discontinuity at a surface charge. Similarly, a magnetic field is discontinuous at a surface current. The perpendicular component of a magnetic field is continuous across the interface of two magnetic mediums. In contrast, its parallel component, perpendicular to the current, is discontinuous by the amount equal to the product of the vacuum permeability and the surface current. Like the scalar potential in electrostatics, the vector potential is also continuous...
887
Induced Electric Fields: Applications01:27

Induced Electric Fields: Applications

1.6K
An important distinction exists between the electric field induced by a changing magnetic field and the electrostatic field produced by a fixed charge distribution. Specifically, the induced electric field is nonconservative because it does not work in moving a charge over a closed path. In contrast, the electrostatic field is conservative and does no net work over a closed path. Hence, electric potential can be associated with the electrostatic field but not the induced field. The following...
1.6K
Power System Three-Phase Short Circuits01:21

Power System Three-Phase Short Circuits

78
Determining the subtransient fault current in a power system involves representing transformers by their leakage reactances, transmission lines by their equivalent series reactances, and synchronous machines as constant voltage sources behind their subtransient reactances. In this analysis, certain elements are excluded, such as winding resistances, series resistances, shunt admittances, delta-Y phase shifts, armature resistance, saturation, saliency, non-rotating impedance loads, and small...
78

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相关实验视频

Updated: Jun 14, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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太阳能电池板的基于深边的故障检测

Haoyu Ling1, Manlu Liu1, Yi Fang2

  • 1School of Information Engineering, Southwest University of Science and Technology, Mianyang 621000, China.

Sensors (Basel, Switzerland)
|August 29, 2024
PubMed
概括

太阳能电池板中使用无人机和红外成像的自动故障检测至关重要. 采用卷积神经网络 (CNN) 的新深端基于故障检测 (DEBFD) 方法,可以有效地从热图像中识别出故障的太阳能电池板.

科学领域:

  • 可再生能源可再生能源是可再生能源.
  • 人工智能的人工智能
  • 计算机视觉 计算机视觉

背景情况:

  • 太阳能电池板故障,如热点,可以显著减少发电,需要有效的检测方法.
  • 配备红外摄像头的无人机越来越多地用于检查大型光伏电站.
  • 手动分析无人机捕获的众多红外图像是不切实际的,耗时的.

研究的目的:

  • 开发一种使用红外图像检测太阳能电池板故障的自动化和高效方法.
  • 为了应对用于光伏电站维护的无人机捕获的大量热图像分析的挑战.

主要方法:

  • 开发使用卷积神经网络 (CNN) 的基于深端故障检测 (DEBFD) 方法.
  • 实现基于机器学习的轮过器,以完善边缘检测和消除背景噪声.
  • 应用CNN用于边缘和物体检测,以在红外图像中识别有缺陷的太阳能电池板.
  • 根据检测到的热异常,将太阳能电池板分为正常和故障类别.

主要成果:

  • DEBFD方法在从红外图像中检测太阳能电池板故障方面取得了很高的准确性.
  • 该系统显示了高的宏观F1分数,这表明分类面板的性能强.
  • 该方法在NVIDIA GeForce RTX 2080 Ti GPU上实现了每秒28 (fps) 的率,从而实现了实时分析.
关键词:
边缘检测 边缘检测 边缘检测检测故障的检测故障检测.太阳能电池板是太阳能电池板中的一个.热像学 热像学 热像学 热像学

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Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
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In Situ Monitoring of the Accelerated Performance Degradation of Solar Cells and Modules: A Case Study for CuIn,GaSe2 Solar Cells
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结论:

  • 开发的DEBFD方法提供了一种高效和自动化的解决方案,用于识别大型光伏系统中故障的太阳能电池板.
  • 这种方法大大减少了手工检查的需要,提高了太阳能电站维护的速度和可靠性.
  • 在红外图像中使用CNN用于边缘和物体检测,对提高太阳能基础设施的运营效率有很大的前景.