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差分振子时间历程在微弱调制信号检测中的应用
  • ISSN号:1006-1355
  • 期刊名称:噪声与振动控制
  • 时间:2013.12.12
  • 页码:148-152
  • 分类:TH133.3[机械工程—机械制造及自动化] TH165[机械工程—机械制造及自动化]
  • 作者机构:[1]北京工业大学机电学院,北京100124, [2]北京工业大学电控学院,北京100124
  • 相关基金:国家自然科学基金:(51075009)北京市优秀人才培养资助计划:(2011D005015000006)
  • 相关项目:基于磁记忆的低速重载齿轮潜故障早期诊断方法研究
中文摘要:

单一的差分振子仅可实现对周期信号中某一频率成分进行检测,对于强噪声背景下的边频带,尽管可以利用多个差分振子组成差分阵列进行逐个检测,进而确定边频带的间隔,但这种做法无疑会带来巨大的计算量。在对调制信号进行Hilbert变换包络分析时,所得到的时域信号是原始调制信号中的低频分量,亦是调制波信号,若该低频分量仍然包含较强的噪声成分,传统的频谱分析将会失效。此时,我们可借助差分振子时间历程对含较强的噪声的包络进行检测。因此,提出基于差分振子时间历程的微弱调制信号检测方法,即首先对信号进行Hilbert包络解调,然后利用差分振子时间历程对含较强的噪声的幅值包络进行检测,并成功应用于风机早期故障检测中。

英文摘要:

Single difference oscillator can only detect the component with a certain frequency in periodic signas. In order to determine the interval of the side frequency-band of the signal in strong noise background, it is feasible to use the multiple difference oscillator arrays to detect the frequencies one by one. But this method is computer-time consuming and costly. Hilbert transform based on modulation signal envelope analysis can be used to obtain the low frequency component of the original modulation signal. But, if the low frequency component contains strong noise, the traditional spectrum analysis in this method will fail. To solve the problem, the time course of difference oscillator can be used to test the gained envelope signal which contains the strong noise. In this paper, a new weak modulation signal detection method based on time course of difference oscillator was proposed. First of all, Hilbert transform was used in the envelope demodulation to gain the envelope component of the signal. Then, envelope demodulation test on the gained component, which contains the strong noise, was done using the method of difference oscillator time course. The method was successfully applied in the early fan fault detection.

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期刊信息
  • 《噪声与振动控制》
  • 中国科技核心期刊
  • 主管单位:中国科协
  • 主办单位:中国声学学会
  • 主编:严济宽
  • 地址:上海华山路1954号交通大学
  • 邮编:200030
  • 邮箱:NVC@sjtu.edu.cn
  • 电话:021-62932221
  • 国际标准刊号:ISSN:1006-1355
  • 国内统一刊号:ISSN:31-1346/TB
  • 邮发代号:4-672
  • 获奖情况:
  • 国内外数据库收录:
  • 日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版)
  • 被引量:8372