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时序分析在汽车变速箱齿轮故障诊断中的应用 被引量:14

Application of Time Series Analysis in Fault Diagnosis of Auto Gearbox
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摘要 采用时序建模的方法对汽车变速箱齿轮进行 AR谱分析 ,通过与传统功率谱分析比较看出 ,时序分析在谱分析中有较好的性能 ,在故障诊断中具有良好的应用前景。 The time series modeling with spectral analysis is a new technology by which the dynamic data are analyzed and processed. The gear fault diagnosis of a gearbox is studied with time series method in this paper. Firstly, the gear acceleration signal is picked up and analyzed with time series and the series model parameters are gained which contain much information of states. Then the AR spectrum is gained with these series model parameters. By comparison of the AR spectrums, these states of gear can be determined. This method was proved effective by identifying the two states of gear and could be applied in the gear fault diagnosis of gearbox. In comparison with the analysis of power spectrum, we found that the analysis of time series has better capability in the spectrum analysis and may have wider application in fault diagnosis.
出处 《农业机械学报》 EI CAS CSCD 北大核心 2000年第3期92-95,共4页 Transactions of the Chinese Society for Agricultural Machinery
关键词 时间序列 故障诊断 功率谱 汽车 变速箱齿轮 Time series, Fault diagnosis, Gear, Spectrum
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参考文献4

  • 1张成宝,硕士学位论文,1997年
  • 2丁玉兰,机械设备故障诊断技术,1994年,112页
  • 3杨叔子,时间序列分析的工程应用,1991年,332页
  • 4屈梁生,机械故障诊断学,1986年,70页

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