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基于双谱估计的牙轮钻头故障诊断方法

A bi-spectrum estimation-based diagnosis method for roller bit failure.

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【作者】 王鲁豫裴峻峰凌翔韡

【Author】 Wang Luyu(Jiangsu Polytechnic University,Changzhou City,Jiangsu Province),Pei Junfeng,Ling Xiangwei.

【机构】 江苏工业学院

【摘要】 基于高阶谱能够抑制高斯信号,并且可以在较强的背景噪声中提取故障信息的特点,在分析高阶累积量与高阶谱的理论基础上,针对牙轮钻头运转中振动信号的非线性、频谱成分多样性和二次相位耦合性等特点,研究了基于高阶谱分析的机械故障特征提取方法,提出了基于双谱估计的钻头故障诊断方法。试验结果表明,双谱估计方法不仅能有效地区分出正常牙轮和故障牙轮,也能很好地区分出牙轮不同的故障类型;能有效地抑制高斯噪声,可以在较强的背景信号中有效地提取故障信号;可作为牙轮钻头早期故障诊断的量化指标。

【Abstract】 Higher-order spectrum is able to suppress Gaussian signal and extract failure information in relatively strong background noise.Considering this feature and based on the theory of high-order cumulant and high-order spectrum,a study was conducted of the method to collect mechanical failure features,and a bi-spectrum estimation-based diagnosis method for roller bit failure was formulated on the basis of high-order analysis and by considering the non-linearity of vibrating signals,diversity of spectral elements and coupling of quadratic phase in the rotation of roller bit.The test results show that the bi-spectrum estimation method can not only distinguish normal roller cone from broken-down roller cone,but also identify different kinds of roller failure.It can effectively inhibit Gaussian noise and effectively collect failure signal in strong background signals.It can serve as a quantitative index in early-stage failure diagnosis of roller bit.

【关键词】 牙轮钻头故障诊断高阶谱双谱
【Key words】 roller bitfailure diagnosishigh-order spectrumbi-spectrum
  • 【文献出处】 石油机械 ,China Petroleum Machinery , 编辑部邮箱 ,2010年02期
  • 【分类号】TE921.1
  • 【被引频次】2
  • 【下载频次】159
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