Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears
Aiming at the same batch of spiral bevel gears with the same gear material， NC milling method and heat treatment specification， a bootstrap resampling is carried out on a small number of tooth surface deviation sample data based on the bootstrap method， a large number of sample data are obtained and...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2022-01-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.08.024 |
| _version_ | 1797819038126047232 |
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| author | Weihao Sun Jubo Li Tianxing Li Chuang Jiang Songlin Wang Jianxin Su |
| author_facet | Weihao Sun Jubo Li Tianxing Li Chuang Jiang Songlin Wang Jianxin Su |
| author_sort | Weihao Sun |
| collection | DOAJ |
| description | Aiming at the same batch of spiral bevel gears with the same gear material， NC milling method and heat treatment specification， a bootstrap resampling is carried out on a small number of tooth surface deviation sample data based on the bootstrap method， a large number of sample data are obtained and a bootstrap statistical model of batch spiral bevel gear tooth surface deviation is established； the probability characteristic value of the sequential points of tooth surface measurement is calculated， and whether they conform to the normal distribution is tested by <italic>k</italic>-<italic>s</italic>； the estimated true value， estimated interval and other parameters are selected to describe their statistical laws and results； through the cubic NURBS surface fitting method， the variation law of the tooth surface deviation of the whole batch is obtained， and the effective evaluation of the tooth surface accuracy of the whole batch is realized. The bootstrap statistical model provides a theoretical basis for guiding the modification of tooth surface processing parameters and efficient and stable production. |
| first_indexed | 2024-03-13T09:16:59Z |
| format | Article |
| id | doaj.art-3413d8a977ed4eab8ee299c584fb5163 |
| institution | Directory Open Access Journal |
| issn | 1004-2539 |
| language | zho |
| last_indexed | 2024-03-13T09:16:59Z |
| publishDate | 2022-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
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| series | Jixie chuandong |
| spelling | doaj.art-3413d8a977ed4eab8ee299c584fb51632023-05-26T09:51:58ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392022-01-014615616130484541Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel GearsWeihao SunJubo LiTianxing LiChuang JiangSonglin WangJianxin SuAiming at the same batch of spiral bevel gears with the same gear material， NC milling method and heat treatment specification， a bootstrap resampling is carried out on a small number of tooth surface deviation sample data based on the bootstrap method， a large number of sample data are obtained and a bootstrap statistical model of batch spiral bevel gear tooth surface deviation is established； the probability characteristic value of the sequential points of tooth surface measurement is calculated， and whether they conform to the normal distribution is tested by <italic>k</italic>-<italic>s</italic>； the estimated true value， estimated interval and other parameters are selected to describe their statistical laws and results； through the cubic NURBS surface fitting method， the variation law of the tooth surface deviation of the whole batch is obtained， and the effective evaluation of the tooth surface accuracy of the whole batch is realized. The bootstrap statistical model provides a theoretical basis for guiding the modification of tooth surface processing parameters and efficient and stable production.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.08.024Spiral bevel gears;Heat treatment distortion;Tooth surface deviation;Bootstrap statistical model |
| spellingShingle | Weihao Sun Jubo Li Tianxing Li Chuang Jiang Songlin Wang Jianxin Su Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears Jixie chuandong Spiral bevel gears;Heat treatment distortion;Tooth surface deviation;Bootstrap statistical model |
| title | Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears |
| title_full | Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears |
| title_fullStr | Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears |
| title_full_unstemmed | Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears |
| title_short | Bootstrap Statistical Model of Tooth Surface Deviation of Heat Treatment Deformation of Batch Spiral Bevel Gears |
| title_sort | bootstrap statistical model of tooth surface deviation of heat treatment deformation of batch spiral bevel gears |
| topic | Spiral bevel gears;Heat treatment distortion;Tooth surface deviation;Bootstrap statistical model |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.08.024 |
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