Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods
The article discusses the issues of durability of a prefabricated cutting tool in the process of metal cutting, as well as the risk of loss of its operability. In the course of assessing the probability of tool failure in violation of the established wear criterion, the results of a production ex...
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| Format: | Article |
| Language: | English |
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Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education
2023-06-01
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| Series: | Омский научный вестник |
| Subjects: | |
| Online Access: | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2023/%E2%84%962%20(186)%20(%D0%9E%D0%9D%D0%92)/35-43%20%D0%A1%D1%8B%D0%B7%D1%80%D0%B0%D0%BD%D1%86%D0%B5%D0%B2%D0%B0%20%D0%9A.%20%D0%92.,%20%D0%92%D0%B0%D1%81%D0%B8%D0%BB%D0%B5%D0%B3%D0%B0%20%D0%9D.%20%D0%90..pdf |
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| _version_ | 1832546403724820480 |
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| author | K. V. Syzrantseva N. A. Vasilega |
| author_facet | K. V. Syzrantseva N. A. Vasilega |
| author_sort | K. V. Syzrantseva |
| collection | DOAJ |
| description | The article discusses the issues of durability of a prefabricated cutting tool in the
process of metal cutting, as well as the risk of loss of its operability. In the course of
assessing the probability of tool failure in violation of the established wear criterion,
the results of a production experiment are used when roughing the Shaft part made
of a rod with a diameter of ø 58 mm made of HN77TYUR alloy. The processing of
the part is carried out with a prefabricated cutting tool with replaceable polyhedral
plates of round and square shape, having a special type of alloys: VK6m, VK8 and
T15K6. To evaluate the results obtained and describe their distribution, the authors
use the Shapiro–Wilk agreement criterion to check the correlation between the
initial data and the corresponding assumption of their normal distribution. Since
the obtained production test data do not obey the normal distribution law, the
nonparametric Parsen–Rosenblatt method is used for further analysis. |
| format | Article |
| id | doaj-art-6f1c94452dea4fdca99e61691c095937 |
| institution | Kabale University |
| issn | 1813-8225 2541-7541 |
| language | English |
| publishDate | 2023-06-01 |
| publisher | Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education |
| record_format | Article |
| series | Омский научный вестник |
| spelling | doaj-art-6f1c94452dea4fdca99e61691c0959372025-02-03T07:09:52ZengOmsk State Technical University, Federal State Autonoumos Educational Institution of Higher EducationОмский научный вестник1813-82252541-75412023-06-012 (186)354310.25206/1813-8225-2023-186-35-43Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methodsK. V. Syzrantseva0https://orcid.org/0000-0002-9616-4661N. A. Vasilega1https://orcid.org/0000-0002-9761-3342Industrial University of TyumenIndustrial University of TyumenThe article discusses the issues of durability of a prefabricated cutting tool in the process of metal cutting, as well as the risk of loss of its operability. In the course of assessing the probability of tool failure in violation of the established wear criterion, the results of a production experiment are used when roughing the Shaft part made of a rod with a diameter of ø 58 mm made of HN77TYUR alloy. The processing of the part is carried out with a prefabricated cutting tool with replaceable polyhedral plates of round and square shape, having a special type of alloys: VK6m, VK8 and T15K6. To evaluate the results obtained and describe their distribution, the authors use the Shapiro–Wilk agreement criterion to check the correlation between the initial data and the corresponding assumption of their normal distribution. Since the obtained production test data do not obey the normal distribution law, the nonparametric Parsen–Rosenblatt method is used for further analysis.https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2023/%E2%84%962%20(186)%20(%D0%9E%D0%9D%D0%92)/35-43%20%D0%A1%D1%8B%D0%B7%D1%80%D0%B0%D0%BD%D1%86%D0%B5%D0%B2%D0%B0%20%D0%9A.%20%D0%92.,%20%D0%92%D0%B0%D1%81%D0%B8%D0%BB%D0%B5%D0%B3%D0%B0%20%D0%9D.%20%D0%90..pdfprefabricated cutting toolreplaceable polyhedral platesoperabilityfailure probabilityshapiro–wilk agreement criterionnonparametric statisticsparsen–rosenblatt methoddistribution density function |
| spellingShingle | K. V. Syzrantseva N. A. Vasilega Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods Омский научный вестник prefabricated cutting tool replaceable polyhedral plates operability failure probability shapiro–wilk agreement criterion nonparametric statistics parsen–rosenblatt method distribution density function |
| title | Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| title_full | Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| title_fullStr | Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| title_full_unstemmed | Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| title_short | Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| title_sort | estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods |
| topic | prefabricated cutting tool replaceable polyhedral plates operability failure probability shapiro–wilk agreement criterion nonparametric statistics parsen–rosenblatt method distribution density function |
| url | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2023/%E2%84%962%20(186)%20(%D0%9E%D0%9D%D0%92)/35-43%20%D0%A1%D1%8B%D0%B7%D1%80%D0%B0%D0%BD%D1%86%D0%B5%D0%B2%D0%B0%20%D0%9A.%20%D0%92.,%20%D0%92%D0%B0%D1%81%D0%B8%D0%BB%D0%B5%D0%B3%D0%B0%20%D0%9D.%20%D0%90..pdf |
| work_keys_str_mv | AT kvsyzrantseva estimationoftheprobabilityoffailureduringoperationofaprefabricatedcuttingtoolwithreplaceablepolyhedralplatesbynonparametricstatisticsmethods AT navasilega estimationoftheprobabilityoffailureduringoperationofaprefabricatedcuttingtoolwithreplaceablepolyhedralplatesbynonparametricstatisticsmethods |