Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator
In order to improve the analytical result and robustness of modulation signal bispectrum based sideband estimator （MSB-SE）， a method for extracting wear characteristics combining wavelet packet energy （WPE） and MSB-SE is proposed. Firstly， the wavelet packet transform is used to decompose the signal...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2021-02-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2021.02.018 |
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| _version_ | 1841547242452811776 |
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| author | Xinyu Wen Ruiliang Zhang Fengshou Gu Pu Liu Yandong Shi |
| author_facet | Xinyu Wen Ruiliang Zhang Fengshou Gu Pu Liu Yandong Shi |
| author_sort | Xinyu Wen |
| collection | DOAJ |
| description | In order to improve the analytical result and robustness of modulation signal bispectrum based sideband estimator （MSB-SE）， a method for extracting wear characteristics combining wavelet packet energy （WPE） and MSB-SE is proposed. Firstly， the wavelet packet transform is used to decompose the signal into multiple frequency bands， and the WPE of each frequency band is calculated. The frequency band with higher energy is selected for reconstruction to optimize the analysis frequency band and reduce the calculation amount. Then， the MSB-SE is carried out to extract the characteristics of tooth surface wear， and the online monitoring of tooth surface wear damage state is realized by using a reasonable index. Simulation and experimental results show that the proposed method is more robust， and can more accurately monitor tooth surface wear and evaluate the degree of wear damage. |
| format | Article |
| id | doaj-art-4c439ad8c18640aa91ae533e5ba5a06b |
| institution | Kabale University |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2021-02-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-4c439ad8c18640aa91ae533e5ba5a06b2025-01-10T14:54:14ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392021-02-014511712329800091Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband EstimatorXinyu WenRuiliang ZhangFengshou GuPu LiuYandong ShiIn order to improve the analytical result and robustness of modulation signal bispectrum based sideband estimator （MSB-SE）， a method for extracting wear characteristics combining wavelet packet energy （WPE） and MSB-SE is proposed. Firstly， the wavelet packet transform is used to decompose the signal into multiple frequency bands， and the WPE of each frequency band is calculated. The frequency band with higher energy is selected for reconstruction to optimize the analysis frequency band and reduce the calculation amount. Then， the MSB-SE is carried out to extract the characteristics of tooth surface wear， and the online monitoring of tooth surface wear damage state is realized by using a reasonable index. Simulation and experimental results show that the proposed method is more robust， and can more accurately monitor tooth surface wear and evaluate the degree of wear damage.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2021.02.018Gear transmissionWear monitoringModulation signal bispectrumWavelet packet transformation |
| spellingShingle | Xinyu Wen Ruiliang Zhang Fengshou Gu Pu Liu Yandong Shi Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator Jixie chuandong Gear transmission Wear monitoring Modulation signal bispectrum Wavelet packet transformation |
| title | Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator |
| title_full | Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator |
| title_fullStr | Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator |
| title_full_unstemmed | Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator |
| title_short | Gear Wear Monitoring based on Wavelet Packet Energy and Modulation Signal Bispectrum Sideband Estimator |
| title_sort | gear wear monitoring based on wavelet packet energy and modulation signal bispectrum sideband estimator |
| topic | Gear transmission Wear monitoring Modulation signal bispectrum Wavelet packet transformation |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2021.02.018 |
| work_keys_str_mv | AT xinyuwen gearwearmonitoringbasedonwaveletpacketenergyandmodulationsignalbispectrumsidebandestimator AT ruiliangzhang gearwearmonitoringbasedonwaveletpacketenergyandmodulationsignalbispectrumsidebandestimator AT fengshougu gearwearmonitoringbasedonwaveletpacketenergyandmodulationsignalbispectrumsidebandestimator AT puliu gearwearmonitoringbasedonwaveletpacketenergyandmodulationsignalbispectrumsidebandestimator AT yandongshi gearwearmonitoringbasedonwaveletpacketenergyandmodulationsignalbispectrumsidebandestimator |