改进EMD分解自相关解调的变速箱故障诊断 |
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引用本文: | 黄梦,安钢,王远涛,姚炽伟.改进EMD分解自相关解调的变速箱故障诊断[J].四川兵工学报,2013,34(9):74-77. |
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作者姓名: | 黄梦 安钢 王远涛 姚炽伟 |
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作者单位: | 1. 装甲兵工程学院机械工程系,北京,100072 2. 装甲兵工程学院机械工程系,北京100072;辽宁机电职业技术学院机械工程系,辽宁丹东118009 |
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摘 要: | 分析了某型坦克轴承滚动体故障信号,运用EMD分解和峭度指标优选准则选取包含故障特征较多的固有模式分量,结合回转机械信号具有准周期特点,对重构信号进行自相关去噪然后解调,该方法能减少噪声与其他激励源的干扰,提高诊断效果,对齿轮断齿故障运用此步骤,亦得到较好的诊断效果,与传统包络解调相比有更好的效果。
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关 键 词: | 故障诊断 EMD 峭度优选 自相关 |
Improved EMD of Autocorrelation Demodulation Transmission Fault Diagnosis |
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Authors: | HUANG Meng AN Gang WANG Yuan-tao YAO Chi-wei |
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Affiliation: | 1. Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing 100072, China; 2. Department of Mechanical Engineering, Liaoning Jidian Polytechnic, Dandong 118009, China) |
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Abstract: | This paper analyzed a tank bearing fault signals of rolling elements, and used EMD and kurtosis indicators preferred criteria to select contains the fault feature more inherent mode component to combine the rotating machinery signal that has the characteristics of quasi-periodic, self denoising reconstructed sig- nal and demodulation. This method can reduce the noise and other interference excitation source, improve the diagnostic effect of the gear. Broken tooth failure to use this step can get better diagnosis and better re- suits compared with traditional envelope demodulation. |
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Keywords: | fault diagnosis EMD kurtosis preferred autocorrelation |
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