基于分数波形变换的功率和声波间和声波间检测,与变量模态分解算法相结合
Jiawei Dou1, Xiaoyu Yang2, Xiaozhong Yang1
1Institute of Information and Computing, College of Mathematics and Physics, North China Electric Power University, Beijing 102206, China.
一种新方法结合了分数波形变换 (FRWT) 和变化模式分解 (VMD) 进行精确的功率和声波和声波间检测. 这种FRWT-VMD方法有效地减少噪声干扰,提高了电力系统的检测准确性.
科学领域:
- 电气工程 电气工程
- 信号处理 信号处理
背景情况:
- 传统的功率和声和声间检测方法存在噪声敏感性和低准确性,特别是对于声间和声.
- 现有的技术,如分数波波变换 (FRWT) 和变化模式分解 (VMD),在独立使用时存在局限性.
研究的目的:
- 提出一种新的,强大的方法来检测功率和声和声间和声.
- 解决现有方法的局限性,特别是噪声干扰和差异调节间检测精度.
主要方法:
- 一种混合方法,用于信号预处理,结合了分数波量变换 (FRWT) 和变化模式分解 (VMD),用于和间提取.
- FRWT-VMD算法整合了FRWT和VMD的优势,以克服它们的个人缺点.
主要成果:
- 该FRWT-VMD算法有效地减轻噪声干扰,即使在低信号噪声比条件下.
- 在模拟的电力系统信号中检测和声和声间的高精度.
结论:
- 拟议的FRWT-VMD方法提供了一个强大的解决方案,用于在电力系统中准确地检测和声和声间.
- 这种技术通过提高对噪声的强度来提高电源质量监测的可靠性.
更多相关视频
11:00Experimental Investigation of Secondary Flow Structures Downstream of a Model Type IV Stent Failure in a 180° Curved Artery Test Section
Published on: July 19, 2016
08:42Measurement of the Directional Information Flow in fNIRS-Hyperscanning Data using the Partial Wavelet Transform Coherence Method
Published on: September 3, 2021
相关概念视频
Discrete Fourier Transform
Modes of Standing Waves - I
IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations
Basic signals of Fourier Transform
The sinc function, defined as sinc(x) = sin(πx)/(πx), is particularly notable for its symmetry and behavior at...
Frequency-Domain Interpretation of PD Control
The proportional control gain, combined with the...
Harmonic Mean
Take the example of the speed of a car, which is the measure of the rate of distance traveled. If the vehicle traverses the same distance back-and-forth, its average speed equals the total distance traveled divided by the total time taken. However, if the car moves with varying speeds, then the arithmetic mean is more skewed...
