MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING
The development of the tool wear monitoring system by machining processes has been well recognized in the machine industry mainly due to the growing demand for product quality and improved productivity. For this, artificial vision systems have been used as a measurement tool in various application...
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| Format: | Article |
| Language: | English |
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Universidade Federal de Viçosa (UFV)
2020-06-01
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| Series: | The Journal of Engineering and Exact Sciences |
| Subjects: | |
| Online Access: | https://periodicos.ufv.br/jcec/article/view/9360 |
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| _version_ | 1832569655874551808 |
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| author | Joseph Kalil Khoury Junior John Kenneth Schueller Francisco de Assis Carvalho Pinto Geice Paula Villibor |
| author_facet | Joseph Kalil Khoury Junior John Kenneth Schueller Francisco de Assis Carvalho Pinto Geice Paula Villibor |
| author_sort | Joseph Kalil Khoury Junior |
| collection | DOAJ |
| description |
The development of the tool wear monitoring system by machining processes has been well recognized in the machine industry mainly due to the growing demand for product quality and improved productivity. For this, artificial vision systems have been used as a measurement tool in various application areas. Thus, the objective was to develop a system automatic based in the image processing to identify and measure flank wear in machining tool. Image processing techniques, discriminant function, to identify insert breakage, and Hough Transform, to find the flank wear profile, achieved over accuracy. Consequently, 94.3% to identify between worn and broken insert and 0.04 mm mistake in measurement of flank wear width compared with microscope.
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| format | Article |
| id | doaj-art-50136d7cc87e4506b88c19883c178be9 |
| institution | Kabale University |
| issn | 2527-1075 |
| language | English |
| publishDate | 2020-06-01 |
| publisher | Universidade Federal de Viçosa (UFV) |
| record_format | Article |
| series | The Journal of Engineering and Exact Sciences |
| spelling | doaj-art-50136d7cc87e4506b88c19883c178be92025-02-02T19:58:23ZengUniversidade Federal de Viçosa (UFV)The Journal of Engineering and Exact Sciences2527-10752020-06-016210.18540/jcecvl6iss2pp0098-0106MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING Joseph Kalil Khoury Junior0John Kenneth Schueller1Francisco de Assis Carvalho PintoGeice Paula VilliborUniversidade Federal de ViçosaUniversity of Florida The development of the tool wear monitoring system by machining processes has been well recognized in the machine industry mainly due to the growing demand for product quality and improved productivity. For this, artificial vision systems have been used as a measurement tool in various application areas. Thus, the objective was to develop a system automatic based in the image processing to identify and measure flank wear in machining tool. Image processing techniques, discriminant function, to identify insert breakage, and Hough Transform, to find the flank wear profile, achieved over accuracy. Consequently, 94.3% to identify between worn and broken insert and 0.04 mm mistake in measurement of flank wear width compared with microscope. https://periodicos.ufv.br/jcec/article/view/9360ManufacturingMachiningVision machineQuality control |
| spellingShingle | Joseph Kalil Khoury Junior John Kenneth Schueller Francisco de Assis Carvalho Pinto Geice Paula Villibor MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING The Journal of Engineering and Exact Sciences Manufacturing Machining Vision machine Quality control |
| title | MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING |
| title_full | MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING |
| title_fullStr | MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING |
| title_full_unstemmed | MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING |
| title_short | MONITORING OF FLANK WEAR AND DAMAGE ON TURNING CUTTING TOOLS BY IMAGE PROCESSING |
| title_sort | monitoring of flank wear and damage on turning cutting tools by image processing |
| topic | Manufacturing Machining Vision machine Quality control |
| url | https://periodicos.ufv.br/jcec/article/view/9360 |
| work_keys_str_mv | AT josephkalilkhouryjunior monitoringofflankwearanddamageonturningcuttingtoolsbyimageprocessing AT johnkennethschueller monitoringofflankwearanddamageonturningcuttingtoolsbyimageprocessing AT franciscodeassiscarvalhopinto monitoringofflankwearanddamageonturningcuttingtoolsbyimageprocessing AT geicepaulavillibor monitoringofflankwearanddamageonturningcuttingtoolsbyimageprocessing |