Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods
Flat glass has a significant utilization in the domestic appliances sector. Drilling of glass is frequently used in the white goods sector. In this research, the glass drilling method is explained in detail, the determined axial misalignment values using the tool rotation speed and the feed rate wer...
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| Format: | Article |
| Language: | English |
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Sakarya University
2020-06-01
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| Series: | Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
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| Online Access: | https://dergipark.org.tr/tr/download/article-file/1104603 |
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| author | Sabri Ozturk Faruk Harmancı |
| author_facet | Sabri Ozturk Faruk Harmancı |
| author_sort | Sabri Ozturk |
| collection | DOAJ |
| description | Flat glass has a significant utilization in the domestic appliances sector. Drilling of glass is frequently used in the white goods sector. In this research, the glass drilling method is explained in detail, the determined axial misalignment values using the tool rotation speed and the feed rate were investigated. The drilling operation with its parameters must be optimized precisely, in order to have good control over the productivity, quality, and cost aspect of the application. Using the Ø18.3 mm drill tool, drilling process was performed with different rotation speeds (rpm) and feed rates (mm/sec). The impressions of drilling parameter on output variable were investigated using Analysis of Variance (ANOVA). Probabilistic uncertainty analysis based on Monte Carlo simulation was carried out. According to the results, the suggested model and optimization method could be used for estimating axial misalignment and this investigation is reliable and proper for figuring out the problems met in machining operations. Furthermore, Monte Carlo simulations were obtained quite effective for identification of the uncertainties in axial misalignment that could not be possible to be caught by deterministic ways. The optimum axial misalignment value was found to be 0.11823 mm. |
| format | Article |
| id | doaj-art-7e55e3348ffa469abfb97864a82d4a5a |
| institution | DOAJ |
| issn | 2147-835X |
| language | English |
| publishDate | 2020-06-01 |
| publisher | Sakarya University |
| record_format | Article |
| series | Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
| spelling | doaj-art-7e55e3348ffa469abfb97864a82d4a5a2025-08-20T02:40:27ZengSakarya UniversitySakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi2147-835X2020-06-0124344645410.16984/saufenbilder.64618328Optimization of Axial Misalignment due to Glass Drilling by Statistical MethodsSabri Ozturk0https://orcid.org/0000-0002-1377-9338Faruk Harmancı1https://orcid.org/0000-0002-2892-7436BOLU ABANT İZZET BAYSAL ÜNİVERSİTESİABANT IZZET BAYSAL UNIVERSITYFlat glass has a significant utilization in the domestic appliances sector. Drilling of glass is frequently used in the white goods sector. In this research, the glass drilling method is explained in detail, the determined axial misalignment values using the tool rotation speed and the feed rate were investigated. The drilling operation with its parameters must be optimized precisely, in order to have good control over the productivity, quality, and cost aspect of the application. Using the Ø18.3 mm drill tool, drilling process was performed with different rotation speeds (rpm) and feed rates (mm/sec). The impressions of drilling parameter on output variable were investigated using Analysis of Variance (ANOVA). Probabilistic uncertainty analysis based on Monte Carlo simulation was carried out. According to the results, the suggested model and optimization method could be used for estimating axial misalignment and this investigation is reliable and proper for figuring out the problems met in machining operations. Furthermore, Monte Carlo simulations were obtained quite effective for identification of the uncertainties in axial misalignment that could not be possible to be caught by deterministic ways. The optimum axial misalignment value was found to be 0.11823 mm.https://dergipark.org.tr/tr/download/article-file/1104603flat glassdrillingaxial misalignmentanalysis of variance (anova)monte carlo simulation |
| spellingShingle | Sabri Ozturk Faruk Harmancı Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi flat glass drilling axial misalignment analysis of variance (anova) monte carlo simulation |
| title | Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods |
| title_full | Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods |
| title_fullStr | Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods |
| title_full_unstemmed | Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods |
| title_short | Optimization of Axial Misalignment due to Glass Drilling by Statistical Methods |
| title_sort | optimization of axial misalignment due to glass drilling by statistical methods |
| topic | flat glass drilling axial misalignment analysis of variance (anova) monte carlo simulation |
| url | https://dergipark.org.tr/tr/download/article-file/1104603 |
| work_keys_str_mv | AT sabriozturk optimizationofaxialmisalignmentduetoglassdrillingbystatisticalmethods AT farukharmancı optimizationofaxialmisalignmentduetoglassdrillingbystatisticalmethods |