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相关概念视频

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
Power in a Three-Phase Circuit01:15

Power in a Three-Phase Circuit

294
Three-phase systems have two configurations: the wye and delta. A star configuration can be three or four wires; in a delta configuration, the components are connected in a closed loop. Instantaneous power refers to the power value at a precise moment, and in a balanced three-phase system, it is constant. This is because the sum of the instantaneous powers in the three phases remains steady over time, despite individual fluctuations, due to the symmetry and phase relationship. The total...
294
Three-Phase Short Circuit—Unloaded Synchronous Machine01:21

Three-Phase Short Circuit—Unloaded Synchronous Machine

126
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...
126
Power Distribution in Three-phase and Single Phase Circuits01:17

Power Distribution in Three-phase and Single Phase Circuits

294
Power distribution within electrical circuits is a foundational aspect of residential and industrial energy systems. While single-phase power is common in residential settings, three-phase power is the standard for industrial environments with heavy machinery. Each system is different and has advantages, and it's crucial to understand the underlying principles of power distribution and material efficiency.
Single-Phase Power Distribution:
Single-phase circuits are typical in household...
294
Three-Phase Circuits01:22

Three-Phase Circuits

389
AC power distribution systems have three categories: single-phase, two-phase, and three-phase systems. The single-phase circuit, common in residential settings, typically employs a two-wire system connecting a single AC source to various loads. These circuits support standard household appliances operating at 120 volts (V) and 240 V, such as lamps, televisions, and microwaves. The first generators, Niagara Falls hydro plant installed in 1895, were two-phase and designed by Nikola Tesla. The...
389
Generation of Three-Phase Voltage01:21

Generation of Three-Phase Voltage

360
A three-phase AC generator has a rotor with a rotating magnet placed within the stator mounted with the stationary three-phase winding to generate three-phase voltages via mutual induction. These windings are evenly distributed around the inner circumference of the stator and are arranged 120 electrical degrees apart. Three-phase stator windings consist of three separate coils or groups of coils, known as phases, each connected in Y (star) configuration or Delta configuration.
As the rotor...
360

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基于多维特征提取的三相电力盗窃的检测方法

Wei Bai1, Lan Xiong1, Yubei Liao2

  • 1College of Electrical Engineering, Chongqing University, Chongqing 400044, China.

Sensors (Basel, Switzerland)
|September 28, 2024
PubMed
概括
此摘要是机器生成的。

本研究介绍了Catch22-Conv-Transformer方法用于智能电网电力盗窃检测. 该方法有效地使用多维功率数据识别各种盗窃类型,提高检测效率.

关键词:
捕获22-转换器变压器数据挖掘是数据挖掘的一个方法.电力盗窃 电力盗窃 电力盗窃这是一个三相系统.

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科学领域:

  • 电气工程 电气工程
  • 数据科学数据科学数据科学
  • 网络安全 网络安全

背景情况:

  • 智能电网使数据驱动的电力盗窃检测成为可能,主要是使用消费数据.
  • 先进的计量基础设施 (AMI) 提供丰富的,多维的电力状态数据,用于盗窃检测尚未开发的潜力.

研究的目的:

  • 提出一种新的方法来检测标志着盗窃的异常电力使用模式.
  • 通过利用多维功率数据,提高电力盗窃检测的效率和准确性.

主要方法:

  • 开发了Catch22-Conv-Transformer方法用于多维特征提取.
  • 利用Catch22功能集和补充功能来提取顺序数据.
  • 采用卷积网络和变压器架构来识别盗窃行为.

主要成果:

  • 拟议的方法准确地识别了各种电力盗窃模式.
  • 使用三相功率状态和每日电力使用数据证明有效性.
  • 成功检测到逃避,改和数据操纵盗窃类型.

结论:

  • Catch22-Conv-Transformer方法提供了一种强大的方法来检测智能电网中的电力盗窃.
  • 利用多维功率数据显著提高了盗窃检测能力.
  • 该方法显示了在公用事业安全领域实际应用的巨大潜力.