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Incipient Faults Monitoring in Underground Medium Voltage Cables of Distribution Systems Based on a Two-Step Strategy

机译:基于两步策略的配电系统地下中压电缆的早期故障监控

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摘要

Incipient faults in underground cables are often resulted from electric stress and cable aging. If such faults occur as current spikes in short periods, permanent faults may appear. Moreover, incipient faults may disturb electricity transmissions because of detection delays and thus, precise well-timed protection decisions cannot be made. Therefore, one of the most important considerations of utilities in the monitoring process is to recognize this type of faults from other conditions as soon as possible. In this paper, a precise approach based on CUmulative SUM and ADAptive LInear NEuron has been proposed. In addition to its high-speed detection ability, the practical on-line implementation of the proposed approach is simple as well. The simulation results in EMTPWorks environment demonstrate that the proposed approach has a strong capability in distinguishing the cable incipient faults from other similar conditions in distribution systems.
机译:地下电缆的初期故障通常是由电应力和电缆老化引起的。如果在短时间内出现电流尖峰等故障,则可能会出现永久性故障。此外,由于检测延迟,初期故障可能会干扰电力传输,因此,无法做出精确的及时保护决策。因此,实用程序在监视过程中最重要的考虑因素之一就是要尽快从其他条件中识别出此类故障。本文提出了一种基于累积和和自适应线性神经网络的精确方法。除了其高速检测能力外,该方法的实际在线实施也很简单。在EMTPWorks环境中的仿真结果表明,该方法具有很强的能力,可以将电缆的初期故障与配电系统中的其他类似情况区分开。

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