气液两相鼓泡床双电阻信号的小波消噪处理Wavelet Denoising Treatment of Dual Electroresistivity Probe Signals Measured from Liquid-Gas Two Phase Bubble Column
杨茹,徐建伟,潘立登,刘辉,李成岳,李建伟
摘要(Abstract):
将ManojitRoy等提出的简易小波消噪算法应用于气液两相流中双电阻探针测量信号的消噪处理中发现,该法在消噪的同时也将原始信号中的部分气泡能量去除,造成消噪信号明显失真。今对原算法中尺度阈值的判定方法进行了改进,也即,选取带噪信号求导数据小波分解后尺度-能量分布曲线中相邻两尺度间连线斜率的最大绝对值作为消噪尺度阈值的新判据;结果表明,改进后的算法可以取得较好的消噪效果。
关键词(KeyWords): 小波变换;消噪;气液两相流;气含率
基金项目(Foundation):
作者(Author): 杨茹,徐建伟,潘立登,刘辉,李成岳,李建伟
参考文献(References):
- [1]GU Chun-lai(顾春来),DONG Shou-ping(董守平).Wavelet denoising treatment of flow pattern signals in liquid-gas two phase flow pipelines(气液两相管流流型信号的小波去噪处理)[J].Journal of University of Science and Technology Beijing(北京科技大学学报),2002,24(1):76-78.
- [2]WU Hao-jiang(吴浩江),CAI Zheng-min(蔡正敏),ZHOU Fang-de(周芳德).Removing noises from flow regime signals of two-phase flow using wavelet transform(利用小波变换消除多相流流型信号中的噪声)[J].Journal of Xi’AN Jiaotong University(西安交通大学学报),1999,33(11):105-107.
- [3]LI Shi-xin(李士心),LIU Lu-yuan(刘鲁源),SHU Wei(舒玮).Turbulent signal processing based on wavelet transform de-noising technique(子波去噪技术在湍流信号处理中的应用)[J].Journal of Experimental Mechanics(实验力学),2001,16(4):433-437.
- [4]CHEN Jing-xia(陈景霞),PAN Li-deng(潘立登).Research on denoising via wavelet thresholding and improving(基于阈值决策的小波降噪方法研究及其改进)[J].Joural of Beijing University of Chemical Technology(北京化工大学学报),2003,30(6):84-86.
- [5]Manojit R,Kumar V,Kulakarni B D,et al.A simple denoising algorithm using wavelet transform[J].American Institute of Chemical Engineers Journal,1999,45(11):2461-2466.
- [6]QIAO Xiao-yan(乔晓艳),TIAN Li-feng(田力丰).A new algorithm for the separation of signal and noise based on wavelet transform(基于子波变换的一种信号除噪新算法研究)[J].Computer Applications and Software(计算机应用与软件),2003,20(6):55-57.
- [7]Kulkarni A,Joshi J,Kumar V,et al.Application of multiresolution analysis for simultaneous measurement of gas and liquid velocities and fractional gas hold-up in bubble column using LDA[J].Chemical Engineering Science,2001,56(17):5037-5048.
- [8]WANG Tie-feng(王铁峰),WANG Jin-fu(王金福),YANG Wei-guo,et al(杨卫国等).Experimental study on the bubble rise velocity in three-phase circulating fluidized beds(三相循环流化床中气泡上升速度的实验研究)[J].J Chem Eng of Chinese Univ(高校化学工程学报),2000,14(4):334-338.
- [9]LY Yan-shan(吕砚山),ZHANG Jin-ming(张进明).Electronic Measurement of Liquid-gas Two Phase Flow Parameters(气液两相流特征参数的电子测量)[M].Jinan(济南):Shangdong Science and Technology Press(山东科学技术出版社),1992.