Multi Namenska Optimizacija Stru@Enja Z Uporabo Taguchi Metode Na Grey Podlagi
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| Yazarlar | Guven, Onur Ozgun, Sueda |
| Kurum Dışı Yazarlar | Kazancoglu, Yigit Esme, Ugur Bayramoglu, Melih |
| Tek Biçim Adres (URI) | https://hdl.handle.net/20.500.14114/8160 |
| Yayın Türü | Makale |
| Yayın Yılı | 2011 |
| Yayıncı | MIT |
| Dergi Adı | Materials and Technology |
| Konu Başlıkları | Turning Cutting Grey relation analysis Taguchi method, optimization |
| İndekslenen Platformlar | Scopus |
This study investigated the multi-response optimization of the turning process for an optimal parametric combination to yield
the minimum cutting forces and surface roughness with the maximum material-removal rate (MRR) using a combination of a
Grey relational analysis (GRA) and the Taguchi method. Nine experimental runs based on an orthogonal array of the Taguchi
method were performed to derive objective functions to be optimized within the experimental domain. The objective functions
were selected in relation to the parameters of the cutting process: cutting force, surface roughness and MRR. The Taguchi
approach was followed by the Grey relational analysis to solve the multi-response optimization problem. The significance of the
factors on the overall quality characteristics of the cutting process was also evaluated quantitatively using the
analysis-of-variance method (ANOVA). Optimal results were verified through additional experiments. This shows that a proper
selection of the cutting parameters produces a high material-removal rate with a better surface roughness and a lower cutting
force.
Raziskani so odgovori optimizacije procesa stru`enja z optimalno kombinacijo parametrov s ciljem dose~i minimalne sile
rezanja in hrapavost povr{ine pri maksimalni odstranitvi materiala (MRR) z uporabo kombinacije Grey odvisnostne analize
(GRA) in Taguchi metode. Devet preizkusov na podlagi ortogonalne ureditve po Taguchi metodi je bilo izvr{eno za razvoj
objektivnih funkcij in njihovo optimizacijo v podro~ju preizkusov. Objektivne funkcije so bile izbrane glede na proces rezanja:
sila rezanja, hrapavost povr{ine in MRR. Taguchi pribli`ek z Grey analizo odvisnosti je bil uporabljen za re{itev problema
optimizacije z ve~ odgovori. Pomen dejavnikov na kakovostne zna~ilnosti procesa rezanja je bil kvantitativno ocenjen z uporabo
metode analize variance (ANOVA). Optimalni rezultati so bili verificirani z dopolnilnimi preizkusi. Rezultati ka`ejo, da prava
izbira parametrov rezanja zagotovi visoko hitrost odstranjevanja materiala pri bolj{i kakovosti povr{ine in manj{i sili rezanja.
- Fakülteler
- Güzel Sanatlar Fakültesi
|
Eser Adı dc.title |
Multi-Objective Optimization Of The Cutting Forces In Turning Operations Using The Grey-Based Taguchi Method |
|---|---|
|
Eser Adı dc.title |
Multi Namenska Optimizacija Stru@Enja Z Uporabo Taguchi Metode Na Grey Podlagi |
|
Yazarlar dc.contributor.author |
Guven, Onur |
|
Yazarlar dc.contributor.author |
Ozgun, Sueda |
|
Kurum Dışı Yazarlar dc.contributor.other |
Kazancoglu, Yigit |
|
Kurum Dışı Yazarlar dc.contributor.other |
Esme, Ugur |
|
Kurum Dışı Yazarlar dc.contributor.other |
Bayramoglu, Melih |
|
Yayıncı dc.publisher |
MIT |
|
Yayın Türü dc.type |
Makale |
|
Özet dc.description.abstract |
This study investigated the multi-response optimization of the turning process for an optimal parametric combination to yield the minimum cutting forces and surface roughness with the maximum material-removal rate (MRR) using a combination of a Grey relational analysis (GRA) and the Taguchi method. Nine experimental runs based on an orthogonal array of the Taguchi method were performed to derive objective functions to be optimized within the experimental domain. The objective functions were selected in relation to the parameters of the cutting process: cutting force, surface roughness and MRR. The Taguchi approach was followed by the Grey relational analysis to solve the multi-response optimization problem. The significance of the factors on the overall quality characteristics of the cutting process was also evaluated quantitatively using the analysis-of-variance method (ANOVA). Optimal results were verified through additional experiments. This shows that a proper selection of the cutting parameters produces a high material-removal rate with a better surface roughness and a lower cutting force. |
|
Özet dc.description.abstract |
Raziskani so odgovori optimizacije procesa stru`enja z optimalno kombinacijo parametrov s ciljem dose~i minimalne sile rezanja in hrapavost povr{ine pri maksimalni odstranitvi materiala (MRR) z uporabo kombinacije Grey odvisnostne analize (GRA) in Taguchi metode. Devet preizkusov na podlagi ortogonalne ureditve po Taguchi metodi je bilo izvr{eno za razvoj objektivnih funkcij in njihovo optimizacijo v podro~ju preizkusov. Objektivne funkcije so bile izbrane glede na proces rezanja: sila rezanja, hrapavost povr{ine in MRR. Taguchi pribli`ek z Grey analizo odvisnosti je bil uporabljen za re{itev problema optimizacije z ve~ odgovori. Pomen dejavnikov na kakovostne zna~ilnosti procesa rezanja je bil kvantitativno ocenjen z uporabo metode analize variance (ANOVA). Optimalni rezultati so bili verificirani z dopolnilnimi preizkusi. Rezultati ka`ejo, da prava izbira parametrov rezanja zagotovi visoko hitrost odstranjevanja materiala pri bolj{i kakovosti povr{ine in manj{i sili rezanja. |
|
Kayıt Giriş Tarihi dc.date.accessioned |
2025-12-30 |
|
Yayın Yılı dc.date.issued |
2011 |
|
Açık Erișim Tarihi dc.date.available |
2025-12-30 |
|
Dil dc.language.iso |
eng |
|
Konu Başlıkları dc.subject |
Turning |
|
Konu Başlıkları dc.subject |
Cutting |
|
Konu Başlıkları dc.subject |
Grey relation analysis |
|
Konu Başlıkları dc.subject |
Taguchi method, optimization |
|
Atıf İçin Künye dc.identifier.citation |
Stru, MNO, Uporabo, EZ ve Podlagi, TMNG (2011). Gri tabanlı Taguchi yöntemi kullanılarak tornalama işlemlerinde kesme kuvvetlerinin çok amaçlı optimizasyonu. Malzeme ve teknoloji , 45 (2), 105-110. |
|
ISSN dc.identifier.issn |
1580-2949 |
|
İlk Sayfa dc.identifier.startpage |
105 |
|
Son Sayfa dc.identifier.endpage |
110 |
|
Dergi Adı dc.relation.journal |
Materials and Technology |
|
Dergi Sayısı dc.identifier.issue |
45 |
|
Dergi Cilt dc.identifier.volume |
2 |
|
Tek Biçim Adres (URI) dc.identifier.uri |
https://hdl.handle.net/20.500.14114/8160 |
|
İndekslenen Platformlar dc.source.database |
Scopus |
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