基于小波包分析和改进自适应遗传算法的齿轮故障诊断
The gear is one of the most important elements in the trainsmission system.Aiming at the fault diagnosis problem of gear,a new gear fault diagnosis method that based on wavelet packet analysis and improving adaptive genetic algorithm is put forward,and which is on the basis of synthesizing the advan...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2010-01-01
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| Series: | Jixie chuandong |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.024 |
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| _version_ | 1849733151628197888 |
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| author | 戚晓利 潘紫微 |
| author_facet | 戚晓利 潘紫微 |
| author_sort | 戚晓利 |
| collection | DOAJ |
| description | The gear is one of the most important elements in the trainsmission system.Aiming at the fault diagnosis problem of gear,a new gear fault diagnosis method that based on wavelet packet analysis and improving adaptive genetic algorithm is put forward,and which is on the basis of synthesizing the advantages of wavelet-packet noise reduction,fuzzy logic,high-order BP neural network and improving adaptive genetic algorithm.The experimental results show that this method has advantage over the routine method in classification precision and training total error control. |
| format | Article |
| id | doaj-art-ef533cf25c2a438f976050b273f41b23 |
| institution | DOAJ |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2010-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-ef533cf25c2a438f976050b273f41b232025-08-20T03:08:06ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392010-01-01344547+5188661634基于小波包分析和改进自适应遗传算法的齿轮故障诊断戚晓利潘紫微The gear is one of the most important elements in the trainsmission system.Aiming at the fault diagnosis problem of gear,a new gear fault diagnosis method that based on wavelet packet analysis and improving adaptive genetic algorithm is put forward,and which is on the basis of synthesizing the advantages of wavelet-packet noise reduction,fuzzy logic,high-order BP neural network and improving adaptive genetic algorithm.The experimental results show that this method has advantage over the routine method in classification precision and training total error control.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.024 |
| spellingShingle | 戚晓利 潘紫微 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 Jixie chuandong |
| title | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| title_full | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| title_fullStr | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| title_full_unstemmed | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| title_short | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| title_sort | 基于小波包分析和改进自适应遗传算法的齿轮故障诊断 |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.024 |
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