Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite
In this study, the effects of drilling parameters on the thrust force in the drilling process of glass fiber reinforced polymer composites were investigated experimentally and statistically. Multiwalled carbon nanotube wt. % content, cutting speed and feed rate were considered as independent variab...
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| Format: | Article |
| Language: | English |
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Gazi University
2020-06-01
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| Series: | Gazi Üniversitesi Fen Bilimleri Dergisi |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/1140120 |
| _version_ | 1797914334136893440 |
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| author | Gökhan BAŞAR Hediye KIRLI AKIN Funda KAHRAMAN |
| author_facet | Gökhan BAŞAR Hediye KIRLI AKIN Funda KAHRAMAN |
| author_sort | Gökhan BAŞAR |
| collection | DOAJ |
| description | In this study, the effects of drilling parameters on the thrust force in the drilling process of glass fiber reinforced polymer composites were investigated experimentally and statistically. Multiwalled carbon nanotube wt. % content, cutting speed and feed rate were considered as
independent variables, the thrust force was considered as dependent variable. Experiments are conducted based on Box–Behnken design. A mathematical model was developed to predict thrust force using response surface methodology. Desirability Function Analysis was used to determine optimum drilling parameters. The influence of process parameters on the thrust force has been evaluated using analysis of variance. The results indicate that the feed rate is the most significant design factor influencing the thrust force. The values predicted from the model and experimental values were found to be very close to each other. |
| first_indexed | 2024-04-10T12:25:08Z |
| format | Article |
| id | doaj.art-15574c0470b84f56aaee5237b4100b04 |
| institution | Directory Open Access Journal |
| issn | 2147-9526 |
| language | English |
| last_indexed | 2024-04-10T12:25:08Z |
| publishDate | 2020-06-01 |
| publisher | Gazi University |
| record_format | Article |
| series | Gazi Üniversitesi Fen Bilimleri Dergisi |
| spelling | doaj.art-15574c0470b84f56aaee5237b4100b042023-02-15T16:15:13ZengGazi UniversityGazi Üniversitesi Fen Bilimleri Dergisi2147-95262020-06-018229330510.29109/gujsc.648188Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling NanocompositeGökhan BAŞARhttps://orcid.org/0000-0002-9696-7579Hediye KIRLI AKINhttps://orcid.org/0000-0003-4862-9054Funda KAHRAMANhttps://orcid.org/0000-0002-1661-3376In this study, the effects of drilling parameters on the thrust force in the drilling process of glass fiber reinforced polymer composites were investigated experimentally and statistically. Multiwalled carbon nanotube wt. % content, cutting speed and feed rate were considered as independent variables, the thrust force was considered as dependent variable. Experiments are conducted based on Box–Behnken design. A mathematical model was developed to predict thrust force using response surface methodology. Desirability Function Analysis was used to determine optimum drilling parameters. The influence of process parameters on the thrust force has been evaluated using analysis of variance. The results indicate that the feed rate is the most significant design factor influencing the thrust force. The values predicted from the model and experimental values were found to be very close to each other.https://dergipark.org.tr/tr/download/article-file/1140120drillingthrust forcemulti-wall carbon nanotubebox–behnken designresponse surface methodologydesirability function analysis |
| spellingShingle | Gökhan BAŞAR Hediye KIRLI AKIN Funda KAHRAMAN Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite Gazi Üniversitesi Fen Bilimleri Dergisi drilling thrust force multi-wall carbon nanotube box–behnken design response surface methodology desirability function analysis |
| title | Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite |
| title_full | Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite |
| title_fullStr | Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite |
| title_full_unstemmed | Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite |
| title_short | Analysis and Modeling of Thrust Force by using Response Surface Methodology in Drilling Nanocomposite |
| title_sort | analysis and modeling of thrust force by using response surface methodology in drilling nanocomposite |
| topic | drilling thrust force multi-wall carbon nanotube box–behnken design response surface methodology desirability function analysis |
| url | https://dergipark.org.tr/tr/download/article-file/1140120 |
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