| 基于奇异值分解技术的离心机故障诊断 |
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| 引用本文： | 彭培英,申永军,李黎阳.基于奇异值分解技术的离心机故障诊断[J].动力学与控制学报,2008,6(2):165-168. |
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| 作者姓名： | 彭培英 申永军 李黎阳 |
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| 作者单位： | 1. 河北科技大学机械电子工程学院,石家庄,050000
2. 石家庄铁道学院机械分院,石家庄,050043 |
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| 摘 要： | 在简单介绍WH-800型离心机基本结构及工作原理的基础上，介绍了基于重构吸引子轨迹矩阵的奇异值分解技术，并引入自相关函数对现有奇异值分解技术加以改进．通过对现场实测故障信号的分析，表明改进的奇异值分解技术具有很好的降噪效果，能在强噪声背景环境下准确提取设备的故障特征信号，为离心机的故障诊断提供了一种新的思路．
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| 关 键 词： | 离心机 奇异值分解 降噪 故障诊断 |
| 收稿时间： | 2008/3/20 0:00:00 |
| 修稿时间： | 2008/4/14 0:00:00 |
Faults diagnosis of centrifuge based on singular value decomposition |
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| Peng Peiying,Shen Yongjun and Li Liyang.Faults diagnosis of centrifuge based on singular value decomposition[J].Journal of Dynamics and Control,2008,6(2):165-168. |
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| Authors: | Peng Peiying Shen Yongjun and Li Liyang |
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| Affiliation: | 1.Institute of Mechanical and Electronic Engineering;Hebei University of Science and Technology;Shijiazhuang 050043;China;2.Department of Mechanical Engineering;Shijiazhuang Railway Institute;China |
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| Abstract: | The basic configuration and principle of WH-800 centrifuge were introduced.And then we introduced and improved the singular value distribution of the Singularity Value Decomposition about track matrix of attractor reconstructed by time series,which imported the autocorrelation function.The analysis of the test signals shows that the singular value distribution method is very effective in depressing noise and detecting faults of the centrifuge,which offers a new method to the faults diagnosis of the centrifu... |
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| Keywords: | centrifuge singular value decomposition denoise faults diagnosis |
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