Lanzhou University of Technology Institutional Repository (LUT_IR)
Separation of nonlinear mixed rotor fault signals with violent pulse interferences | |
Miao, Feng1,2; Zhao, Rongzhen1 | |
2014-08-01 | |
发表期刊 | Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis
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ISSN | 10046801 |
卷号 | 34期号:4页码:625-630 |
摘要 | When rotary machinery runs, vibration signals measured with sensors are mixed with all vibration sources and thus contain very strong noises. Mixed signals are difficult to separate using conventional methods of signal processing, such as in machine health monitoring and fault diagnosis. The principle and methods of blind source separation are introduced, and the blind source separation algorithm is indicated to be invalid in strong pulse noise environments. In these environments, vibration signals are first de-noised with the median filter method, and the de-noised signal is separated using the blind source separation algorithm. The results of the simulation verify the effectiveness of the proposed method. Finally, some mixed rotor vibration signals are dealed with using the proposed method. A new separation approach is thus provided for use on vibration signals in strong pulse noise environments. |
关键词 | Machinery Median filters Rotors Signal denoising Signal interference Conventional methods De-noised signals Fault signal Machine health monitoring Pulse interferences Rotor vibrations Vibration signal Vibration sources |
收录类别 | EI |
语种 | 中文 |
出版者 | Nanjing University of Aeronautics an Astronautics |
EI入藏号 | 20143900069520 |
EI主题词 | Blind source separation |
EI分类号 | 601.2 Machine Components - 716.1 Information Theory and Signal Processing |
来源库 | Compendex |
分类代码 | 601.2 Machine Components - 716.1 Information Theory and Signal Processing |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/113533 |
专题 | 兰州理工大学 |
作者单位 | 1.Key Laboratory of Digital Manufacturing Technology and Application, The Ministry of Education, Lanzhou University of Technology, Lanzhou; 730050, China; 2.College of Physics and Electronic Information, Luoyang Normal University, Luoyang; 471022, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Miao, Feng,Zhao, Rongzhen. Separation of nonlinear mixed rotor fault signals with violent pulse interferences[J]. Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis,2014,34(4):625-630. |
APA | Miao, Feng,&Zhao, Rongzhen.(2014).Separation of nonlinear mixed rotor fault signals with violent pulse interferences.Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis,34(4),625-630. |
MLA | Miao, Feng,et al."Separation of nonlinear mixed rotor fault signals with violent pulse interferences".Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis 34.4(2014):625-630. |
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