通过改进的功率频谱分割方法,有效地消除多源部分放电信号,该方法基于规范化的光谱曲解
Baojia Chen1, Kaiwen Li2, Yipeng Guo1
1Hubei Key Laboratory of Hydroelectric Machinery Design and Maintenance, China Three Gorges University, Yichang 443002, China.
Sensors (Basel, Switzerland)
|June 27, 2025
概括
本研究引入了一种改进的功率频谱分割 (IPSK) 方法,用于复杂变压器中部分放电分析. IPSK有效地抑制噪声,使复合部分放电特征的精确表征成为可能.
科学领域:
- 电气工程 电气工程
- 信号处理 信号处理
- 电力系统 电力系统
背景情况:
- 传统的部分放电 (PD) 分析方法与复杂的变压器结构作斗争.
- 现有的技术在准确表征复合PD特征方面存在局限性.
研究的目的:
- 提出一种改进的功率频谱细分 (IPSK) 方法,用于精确的PD特征表征.
- 克服复杂变压器中传统的单源PD信号处理技术的局限性.
主要方法:
- 使用正常化的功率光谱曲解来进行参数选择.
- 实施改进的功率频谱细分方法,以识别低噪声频段.
- 通过反向快速里埃变换重建瞬时信号组件.
主要成果:
- 拟议的IPSK方法显示了显著的噪音抑制效应.
- IPSK在模拟和测量数据中实现了复合PD特征的精确表征.
- 对比分析显示,IPSK在降噪方面表现优于EWT,AEFD,VMD和CEEMDAN.
结论:
- IPSK 方法为复杂的变压器系统中的 PD 分析提供了强大的解决方案.
- IPSK提高了PD签名识别的准确性和可靠性.
- 这种方法对于有效的变压器绝缘监测和维护至关重要.
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