改进基于EEMD和功率光谱的输电线路故障诊断
Yuan-Bin Chen1, Hui-Shan Cui1, Chia-Wei Huang1
1Department of Electrical Engineering, Zhaoqing University, Zhaoqing 526060, China.
Entropy (Basel, Switzerland)
|September 27, 2024
概括
这项研究提出了一种使用功率光谱的输电线路故障诊断的新方法. 该技术有效地识别出故障位置和类型,提高诊断准确性和系统效率.
科学领域:
- 电气工程 电气工程
- 信号处理 信号处理
背景情况:
- 输电线路故障对电力系统稳定性构成重大风险.
- 准确高效的故障诊断对于最小化停机时间和确保电网可靠性至关重要.
- 现有的方法可能会与非线性和非静止故障信号作斗争.
研究的目的:
- 为输电线路开发一种先进的故障诊断技术.
- 准确检测输电线路故障的位置和类型.
- 提高电力传输系统的整体效率和可靠性.
主要方法:
- 利用功率光谱特性进行故障诊断.
- 采用集体实证模式分解 (EEMD) 来进行非线性和非静止信号的数据预处理.
- 分析从故障点远处收集的三相电流和电压信号.
主要成果:
- 提出的方法成功地区分了不同的故障类型和位置.
- 在故障信号预处理中,EEMD有效地克服了模式混合问题.
- 实现了准确的故障诊断,提高了输电线路性能.
结论:
- 功率光谱为输电线路故障诊断提供了一个强大的方法.
- 集成EEMD可以增强复杂故障数据的信号处理.
- 这种方法显著提高了电力传输线路故障检测的准确性和效率.
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