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主分量分析法在齿轮故障诊断中的应用
THE APPLICATION OF PRINCIPAL-COMPONENT ANALYSIS IN GEAR FAILURE DIAGNOSIS
【摘要】 探讨了主分量分析法在齿轮故障诊断中的应用问题,从理论上对主分量分析法进行了推导和分析,讨论了其误差,编写了用该法诊断故障的程序,并给出了齿轮诊断的应用实例。该方法直接利用齿轮振动噪声信号进行分析,具有速度快、准确性高的优点。
【Abstract】 In the paper, the application of the Principal-Component Analysis method in failure diagnosis is explored. Fast and. precise, this method can be directly used for gear noise and vibration signals in time-domain. The principal problem and errors occurring in the calculation are theoretically discussed in detail. A program and experiments for gear failure diagnosis are well proved.
【关键词】 主分量分析;
齿轮故障诊断;
噪声;
振动;
【Key words】 principal-component analysis; gear failure diagnosis; noise; vibration;
【Key words】 principal-component analysis; gear failure diagnosis; noise; vibration;
- 【文献出处】 天津大学学报 ,Journal of Tianjin University , 编辑部邮箱 ,1990年03期
- 【被引频次】4
- 【下载频次】130