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关联维数在齿轮箱振动信号特征提取中的应用
引用本文:谢向荣,陈洪峰,朱石坚,刘树勇.关联维数在齿轮箱振动信号特征提取中的应用[J].海军工程大学学报,2005,17(6):102-107.
作者姓名:谢向荣  陈洪峰  朱石坚  刘树勇
作者单位:1. 海军工程大学,振动与噪声研究所,湖北,武汉,430033
2. 海军92538部队修船处,辽宁,大连,116041
摘    要:论述了关联维数的基本概念和性质,给出了定量描述分形特征的重要参数———关联维数的计算方法,分析了齿轮箱故障时振动的特点.通过对试验获取的齿轮故障振动信号进行分析计算,确定了关联维数与齿轮箱故障程度之间的联系.结果表明,齿轮箱的不同运行情况对应的关联维数有明显不同.因此,可用关联维数作为区分齿轮箱工作状态的特征参数.

关 键 词:关联维数  小波包降噪  齿轮箱  特征提取
文章编号:1009-3486(2005)06-0102-06
修稿时间:2005年7月9日

Application of correlation dimension in extracting characteristics from vibration signals of gearbox
XIE Xiang-rong,CHEN Hong-feng,ZHU Shi-jian,LIU Shu-yong.Application of correlation dimension in extracting characteristics from vibration signals of gearbox[J].Journal of Naval University of Engineering,2005,17(6):102-107.
Authors:XIE Xiang-rong  CHEN Hong-feng  ZHU Shi-jian  LIU Shu-yong
Institution:XIE Xiang-rong~1,CHEN Hong-feng~2,ZHU Shi-jian~1,LIU Shu-yong~1
Abstract:The fundamental,the characteristics and the algorithm of the correlation dimension are studied.The characteristics of vibration of the gearbox at fault are analyzed.By the vibration signals analysis of fault gearbox obtained from experiments,the relationship between the correlation dimension and the severity of the fault is revealed.The results show that different working state of the gearbox corresponds to different correlation dimension.Thus,the correlation dimension can be taken as the characteristic parameter to identify the working states of the gearbox.
Keywords:correlation dimension  wavelet-packet noise reduction  gearbox  extracting characteristic
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