电力线信道系统噪声的建模方法研究

胡苏阳; 王莉; 杨善水

胡苏阳,王莉,杨善水.电力线信道系统噪声的建模方法研究[J].电测与仪表,2018,55(17):88-93.
Hu Suyang,Wang Li,Yang Shanshui.Research on Noise Modeling Method in Power Line Channel System[J].Electrical Measurement & Instrumentation,2018,55(17):88-93.

电力线信道系统噪声的建模方法研究

Research on Noise Modeling Method in Power Line Channel System

DOI：

中文关键词: 电力线信道电弧故障噪声建模分数阶滤波数据驱动。

英文关键词:Power line channel, arc fault, noise modeling, fractional-order filter, data-driven

基金项目:国家自然科学基金资助项目（51277093）

作者中文名	作者英文名	单位
胡苏阳	Hu Suyang	南京航空航天大学自动化学院江苏南京 211106
王莉	Wang Li	南京航空航天大学自动化学院江苏南京 211106
杨善水	Yang Shanshui	南京航空航天大学自动化学院江苏南京 211106

摘要点击次数: 1219

中文摘要:

实际飞机电缆系统存在信道环境恶劣、噪声特性复杂的问题,对系统的正常通信及故障检测造成较大的干扰。本文在对典型电力线噪声进行分类并分析其不同特性的基础上,针对电力线中常发生的电弧故障,提出基于分数阶滤波器的电弧噪声建模方法,以及基于数据驱动的电弧噪声模型参数确定方法,与典型电力线噪声相结合,建立更加完善、准确的电力线信道系统噪声模型。通过仿真和实验结果验证了模型的准确性,为后续开展电力线故障诊断技术的深入研究提供参考。

英文摘要:

There are problems of complicated channel environment and complex noise characteristics in the aircraft cable system, which has caused great interference to the normal communication and fault detection of the system. In this paper, based on the classification of typical power line channel noise and its different characteristics, an arc noise modeling method based on fractional-order filter is proposed, and the parameter determination method of arc noise model based on data-driven is proposed, that combined with the typical power line noise, building a more complete and accurate power line channel system noise model. The accuracy of the model is verified by the simulation and experimental results, which can provide a reference for the further study of the power line fault diagnosis technology.

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