供稿: 冯高明;朱高中;郑征;陶海军 | 时间: 2019-04-22 | 次数: |
作者单位:河南理工大学电气工程与自动化学院;渭南师范学院物理与电子工程系
摘要:研究变频调速方式下工况变化和供电电源的谐波成分对调速系统的振动信号、运行噪声、电流、电压等信号变化规律的影响,在D.L.Donoho和I.M.Johnstone原有多分辨分析小波阈值去噪方法的基础上,讨论了sqtwolog,rigrsure,heursure,minimaxi4种常见的阈值与新的阈值函数——能量元阈值确定方法在变频系统信号去噪过程中的效果.MATLAB试验仿真结果表明,新的阈值法可以彻底滤除信号中的噪声和无用的高频分量,尽可能地减少低频和有用高频信息的损失,并能有效地提高变频调速系统非健康诊断的精确性.
基金:河南省重点科技攻关项目(082102240008);河南省教育厅自然科学研究基金资助项目(2008A470004);
DOI:10.16186/j.cnki.1673-9787.2009.01.023
分类号:TM921.51
Application of new wavelet threshold in signal-denoise for variable frequency and speed regulation system
Abstract:Based on the wavelet threshold de-noising method analysis which put forward by D.L.Donoho and I.M.Johnstone, four familiar getting threshold methods of the wavelet de-noising, which are sqtwolog, rigrsure, heursure and minimaxi, are compared.A new kind of threshold to de-nosing, which is a novel energy cell based wavelet threshold de-noising method is presented.Through numerical simulation of MATLAB, new threshold value law can strain noise and useless high-frequency weight of signal throughly, possible reduction low frequency and loss of useful high-frequency information.Numerical simulations show that this de-noising method is effective and excellent.