机械振动信号的听觉谱表达及其特性研究

李允公;张金萍;高洪波;张占一;刘 杰

振动与冲击 ›› 2010, Vol. 29 ›› Issue (11) : 204-208.

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PDF(1787 KB)
振动与冲击 ›› 2010, Vol. 29 ›› Issue (11) : 204-208.
论文

机械振动信号的听觉谱表达及其特性研究

  • 李允公1 ; 张金萍2 ; 高洪波1 ; 张占一1 ; 刘 杰1
作者信息 +

Study on the auditory spectrum of mechanical vibration signal and its characteristics

  • LI Yungong1; ZHANG Jinping2; GAO Hongbo1; ZHANG Zhanyi1; LIU Jie1
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摘要


摘要:人类听觉系统具有非凡的信号分析、处理和识别能力,因此,建立人类听觉系统的数学模型并将其应用于各种动态信号分析场合具有一定的可行性。引入听觉模型ZCPA(模型输出为听觉谱),通过对各种实测信号的分析,检验了听觉谱对平稳、非平稳和带有瞬时突变成分的振动信号的描述效果,揭示了听觉谱表达振动信号时的基本特性,并阐述了其内在机理。各种分析检验结果表明,听觉谱可以用很少的点数大体描述信号的频率结构,尤其是对于中高频区间的微弱信号具有很好的描述效果,并且在表征信号中的瞬时突变方面具有明显优势。





Abstract

Abstract: The human auditory system possesses remarkable abilities to analyze, process and recognize signals. Therefore, it is feasible to build the mathematical model of the human auditory system and apply it to analysis dynamic signal. An auditory model, ZCPA (the output is called auditory spectrum), is introduced to analysis mechanical vibration signal. By analyzing measured signals, the representation effects of the auditory spectrum for stationary signal, non-stationary signal and the signal with sudden changes are tested. Based on the analysis results, some characteristics of auditory spectrum are revealed and their mechanisms are interpreted. The investigation shows that the auditory spectrum can represent general frequency structure of signal using a few data, especially can obviously represent intermediate and high frequency weak signal components and instantaneous sudden changes in signal.

关键词

信号分析 / 听觉模型 / 听觉谱 / 故障诊断

Key words

signal analysis / auditory model / auditory spectrum / faults diagnosis

引用本文

导出引用
李允公;张金萍;高洪波;张占一;刘 杰. 机械振动信号的听觉谱表达及其特性研究[J]. 振动与冲击, 2010, 29(11): 204-208
LI Yungong; ZHANG Jinping; GAO Hongbo; ZHANG Zhanyi; LIU Jie. Study on the auditory spectrum of mechanical vibration signal and its characteristics[J]. Journal of Vibration and Shock, 2010, 29(11): 204-208

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