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J4  2010, Vol. 44 Issue (5): 893-896    DOI: 10.3785/j.issn.1008-973X.2010.05.010
自动化技术、计算机技术     
广义形态滤波器在轴心轨迹提纯中的应用
张文斌1,2, 周晓军1, 李俊生2, 沈路1, 林勇1, 杨先勇1
1.浙江大学 现代制造工程研究所,浙江 杭州 310027; 2.红河学院 机械工程及自动化系,云南 蒙自 661100
Purification of rotor center’s orbit based on generalized
morphological filter
ZHANG Wenbin1,2, ZHOU Xiaojun1, LI Junsheng2, SHEN Lu1,
LIN Yong1, YANG Xianyong1
1. Institute of Modern Manufacturing Engineering, Zhejiang University, Hangzhou 310027, China;
2. Department of Mechanical Engineering and Automation, Honghe University, Mengzi 661100, China
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摘要:

针对汽轮发电机组轴心轨迹的提纯问题,提出采用不同结构元素级联而成的广义形态滤波器来实现轴心轨迹提纯的新方法.根据待处理信号的形状特点,选用正弦形结构元素构造广义开闭和闭开组合形态滤波器.通过仿真得到5种旋转机械常见故障类型的轴心轨迹图形,并在其中加入周期脉冲和随机噪声,使轴心轨迹图形受到不同程度的噪声干扰,再利用广义组合形态滤波器进行提纯处理.将广义组合形态滤波器用于实测汽轮发电机组转子轴心轨迹的提纯中.仿真计算和实测轴心轨迹的提纯证明,广义组合形态滤波器的效果优于传统组合形态滤波器.

Abstract:

A novel approach was proposed based on the generalized morphological filter cascaded by different structure elements in order to purify the rotor center’s orbit of turbine generator unit. The sine structure element was selected to cascade the generalized openclosing and closeopening combined morphological filter based on the shape feature of pending signal. Five different rotor center’s orbits of rotating machinery were simulated with pulse interference and white noises, which added the noise background for these rotor center’s orbits. Then the generalized morphological filter was used to eliminate the interferences. The method was used to purify the practical example. Simulation and practical results show that the generalized morphological filter has better performance compared with the traditional morphological filter.

出版日期: 2012-03-19
:  TP 391  
通讯作者: 周晓军,男,教授.     E-mail: sky@cmee.zju.edu.cn
作者简介: 张文斌(1981—),男,云南建水人,博士生,从事车辆检测与信号处理研究.E-mail: georgezwb@sohu.com
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引用本文:

张文斌, 周晓军, 李俊生, 沈路, 林勇, 杨先勇. 广义形态滤波器在轴心轨迹提纯中的应用[J]. J4, 2010, 44(5): 893-896.

ZHANG Wen-Bin, ZHOU Xiao-Jun, LI Dun-Sheng, CHEN Lu, LIN Yong, YANG Xian-Yong. Purification of rotor center’s orbit based on generalized
morphological filter. J4, 2010, 44(5): 893-896.

链接本文:

http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2010.05.010        http://www.zjujournals.com/eng/CN/Y2010/V44/I5/893

[1] 万书亭,李和明.汽轮发电机组轴心轨迹进动方向自动识别新方法[J].中国电机工程学报,2003,23(3):146149.
WAN Shuting, LI Heming. A new method for automatically identifying the axis trace moving direction of turbinegenerator unit [J]. Proceedings of the CSEE, 2003, 23(3): 146149.
[2] 林湘宁,刘沛,刘世明,等.电力系统超高速保护的形态学小波综合滤波算法[J].中国电机工程学报,2002,22(9): 1924.
LIU Xiangning, LIU Pei, LIU Shiming, et al. A novel integrated morphologywavelet filter algorithm used for ultrahigh speed protection of power systems [J]. Proceedings of the CSEE, 2002, 22(9): 1924.
[3] 岳蔚,刘沛.基于数学形态学消噪的电能质量扰动检测方法[J].电力系统自动化,2002,26(7):1317.
YUE Wei, LIU Pei. Detection of power quality disturbances based on mathematical morphology (MM) filter [J]. Automation of Electric Power Systems, 2002, 26(7): 1317.
[4] 胡爱军,唐贵基,安连锁.基于数学形态学的旋转机械振动信号降噪方法[J].机械工程学报,2006,42(4): 127130.
HU Aijun, TANG Guiji, AN Liansuo. Denoising technique for vibration signal of rotating machinery based on mathematical morphology filter [J]. Chinese Journal of Mechanical Engineering, 2006, 42(4): 127130.
[5] 安连锁,胡爱军,唐贵基,等.采用数学形态滤波器的轴心轨迹提纯[J].动力工程,2005,25(4):550553, 586.
AN Liansuo, HU Aijun, TANG Guiji, et al. Purification of rotor center’s orbit with mathematical morphology filters [J]. Journal of Power Engineering, 2005, 25(4): 550553, 586.
[6] NIKOLAOU N G,ANTONIADIS I A.Application of morphological operators as envelope extractors for impulsivetype periodic signals[J].Mechanical System and Signal Processing,2003,17(6): 11471162.
[7] 杜秋华,杨曙年.形态滤波在滚动轴承缺陷诊断中的应用[J].轴承,2005(6): 2731.
DU Qiuhua, YANG Shunian. Application of morphology filter in defect diagnosis of rolling bearings [J]. Bearing, 2005(6): 2731.
[8] 章立军,杨德斌,徐金梧,等.基于数学形态滤波的齿轮故障特征提取方法[J].机械工程学报,2007,43(2): 7175.
ZHANG Lijun, YANG Debin, XU Jinwu, et al. Approach to extracting gear fault feature based on mathematical morphological filtering [J]. Chinese Journal of Mechanical Engineering, 2007, 43(2): 7175.
[9] 王楠,律方成,刘云鹏,等.自适应广义形态滤波方法在介损在线监测数据处理中的应用研究[J].中国电机工程学报,2004,24(2): 161165.
WANG Nan, LV Fangcheng, LIU Yunpeng, et al. Study on application of adaptive generalized morphological filter in processing online monitoring tanδ data [J]. Proceedings of the CSEE, 2004, 24(2): 161165.
[10] 唐贵基,王维珍,胡爱军,等.数学形态学在旋转机械振动信号处理中的应用[J].汽轮机技术,2005,47(4): 271272.
TANG Guiji, WANG Weizhen, HU Aijun, et al. Mathematical morphology and its application in processing rotating machinery vibration signals [J]. Turbine Technology, 2005, 47(4): 271272.
[11] 赵春晖,李一兵,惠俊英.一种适于图象噪声平滑的广义形态滤波器[J].哈尔滨工程大学学报,2000,21(2): 5559.
ZHAO Chunhui, LI Yibing, HUI Junying. A class of generalized morphological filters for noisy images smoothing [J]. Journal of Harbin Engineering` University, 2000, 21(2): 5559.
[12] 张兆礼,赵春晖,梅小丹.现代图像处理技术及Matlab实现[M].北京:人民邮电出版社,2001: 233237.
[13] 李德江.旋转机械轴心轨迹的理论计算、提纯和自动识别研究[D].济南:山东大学,2007: 37.

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