INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION
When refiner gearbox has incipient failure,its vibration signal,with hidden impulse component veiled by strong background noise,is usually very weak,which results in difficultly of gear fault diagnosis. In this paper,the concept of M-shift correlated kurtosis( K<sub>C,M</sub>) was introd...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Strength
2016-01-01
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| Series: | Jixie qiangdu |
| Subjects: | |
| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2016.05.005 |
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| _version_ | 1841534984193572864 |
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| author | LENG JunFa WANG ZhiYang JING ShuangXi |
| author_facet | LENG JunFa WANG ZhiYang JING ShuangXi |
| author_sort | LENG JunFa |
| collection | DOAJ |
| description | When refiner gearbox has incipient failure,its vibration signal,with hidden impulse component veiled by strong background noise,is usually very weak,which results in difficultly of gear fault diagnosis. In this paper,the concept of M-shift correlated kurtosis( K<sub>C,M</sub>) was introduced,and the method of maximum correlated kurtosis deconvolution（ MCKD） was derived.Firstly,estimate interest period T of deconvolution through calculating the maximum K<sub>C,M</sub>value for the faulty signal. Then,select the appropriate M-shift for the maximum correlated kurtosis deconvolution. Finally,through envelope demodulation analysis to the MCKD filtered signal,the fault feature of root slight crack from gear 8（ Z<sub>8</sub>= 28） on the shaft V was successfully extracted. In addition,the MCKD method was compared to the method of fast spectral kurtosis. The application result and comparison analysis verify the effectiveness of the method of maximum correlated kurtosis deconvolution（ MCKD） applied to incipient fault diagnosis of gearbox. |
| format | Article |
| id | doaj-art-8b0f3510151f43fe8070775fce727cef |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2016-01-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-8b0f3510151f43fe8070775fce727cef2025-01-15T02:35:54ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692016-01-013892793230596708INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTIONLENG JunFaWANG ZhiYangJING ShuangXiWhen refiner gearbox has incipient failure,its vibration signal,with hidden impulse component veiled by strong background noise,is usually very weak,which results in difficultly of gear fault diagnosis. In this paper,the concept of M-shift correlated kurtosis( K<sub>C,M</sub>) was introduced,and the method of maximum correlated kurtosis deconvolution（ MCKD） was derived.Firstly,estimate interest period T of deconvolution through calculating the maximum K<sub>C,M</sub>value for the faulty signal. Then,select the appropriate M-shift for the maximum correlated kurtosis deconvolution. Finally,through envelope demodulation analysis to the MCKD filtered signal,the fault feature of root slight crack from gear 8（ Z<sub>8</sub>= 28） on the shaft V was successfully extracted. In addition,the MCKD method was compared to the method of fast spectral kurtosis. The application result and comparison analysis verify the effectiveness of the method of maximum correlated kurtosis deconvolution（ MCKD） applied to incipient fault diagnosis of gearbox.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2016.05.005Rubber refiner gearboxFault diagnosisMaximum correlated kurtosis deconvolution（MCKD）Envelope demodulation |
| spellingShingle | LENG JunFa WANG ZhiYang JING ShuangXi INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION Jixie qiangdu Rubber refiner gearbox Fault diagnosis Maximum correlated kurtosis deconvolution（MCKD） Envelope demodulation |
| title | INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION |
| title_full | INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION |
| title_fullStr | INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION |
| title_full_unstemmed | INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION |
| title_short | INCIPIENT FAULT DIAGNOSIS OF RUBBER REFINER GEARBOX BASED ON MAXIMUM CORRELATED KURTOSIS DECONVOLUTION |
| title_sort | incipient fault diagnosis of rubber refiner gearbox based on maximum correlated kurtosis deconvolution |
| topic | Rubber refiner gearbox Fault diagnosis Maximum correlated kurtosis deconvolution（MCKD） Envelope demodulation |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2016.05.005 |
| work_keys_str_mv | AT lengjunfa incipientfaultdiagnosisofrubberrefinergearboxbasedonmaximumcorrelatedkurtosisdeconvolution AT wangzhiyang incipientfaultdiagnosisofrubberrefinergearboxbasedonmaximumcorrelatedkurtosisdeconvolution AT jingshuangxi incipientfaultdiagnosisofrubberrefinergearboxbasedonmaximumcorrelatedkurtosisdeconvolution |