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相关概念视频

Reclosers and Fuses01:26

Reclosers and Fuses

129
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...
129
Distribution Reliability and Automation01:25

Distribution Reliability and Automation

133
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...
133
Line Protection with Impedance Relays01:27

Line Protection with Impedance Relays

99
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...
99
Three-Phase Short Circuit—Unloaded Synchronous Machine01:21

Three-Phase Short Circuit—Unloaded Synchronous Machine

169
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...
169
Power System Three-Phase Short Circuits01:21

Power System Three-Phase Short Circuits

112
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...
112
Circuit Breaker and Fuse Selection01:23

Circuit Breaker and Fuse Selection

128
A circuit breaker is a device engineered to interrupt fault currents and sometimes reclose automatically. When a fault current is detected, the breaker separates the electrical contacts, which generates an arc. This arc is extinguished by methods such as elongation, cooling, or splitting, depending on the breaker's design. Breakers are categorized based on the voltage they operate at and the medium used for arc extinction, such as air, oil, SF6 gas, or vacuum.
In high-voltage systems,...
128

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使用人工智能进行弧形故障检测:挑战和好处

Chunpeng Tian1, Zhaoyang Xu2, Lukun Wang1

  • 1College of Intelligent Equipment, Shandong University of Science and Technology, Taian 271019, China.

Mathematical biosciences and engineering : MBE
|July 28, 2023
PubMed
概括

人工智能 (AI) 显著提高了电弧故障检测的准确性和速度,提高了电气安全. 然而,错过检测和有限数据等挑战需要进一步研究,以便广泛应用人工智能.

关键词:
电弧故障检测检测电弧故障检测弧形故障位置位置的位置人工智能的人工智能是人工智能.检测方法 检测方法电气火灾 电气火灾 火灾

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科学领域:

  • 电气工程 电气工程
  • 人工智能应用程序 人工智能应用程序
  • 安全系统 安全系统

背景情况:

  • 电力需求的增加和能源系统的扩张增加了电弧故障和火灾风险.
  • 电弧故障对电气安全构成重大关注.
  • 传统的检测方法在应对这些日益增长的风险方面存在局限性.

研究的目的:

  • 系统地审查最近在电弧故障检测方面的进展.
  • 研究人工智能 (AI) 在电弧故障检测中的作用和影响.
  • 确定AI在这个领域的优势和当前的局限性.

主要方法:

  • 系统性文献审查方法.
  • 包括63篇精心挑选的文章进行分析.
  • 专注于研究详细介绍AI应用在弧形故障检测中的研究.

主要成果:

  • 人工智能显著提高了电弧故障检测的准确性和速度.
  • 人工智能可以针对特定故障类型进行定制,提高检测效率.
  • 确定的挑战包括错过/错误检测,有限的神经网络适用性和数据稀缺性.

结论:

  • 人工智能证明了在弧形故障检测方面具有变革潜力.
  • 人工智能为改善整体电气安全提供了巨大的希望.
  • 解决已确定的挑战对于在电气安全领域更广泛地实施人工智能至关重要.