Application of Response Surface Methodology and Central Composite Inscribed Design for Modeling and Optimization of Marble Surface Quality
Joint Authors
Cevheroğlu Çıra, Sümeyra
Dağ, Ahmet
Karakuş, Askeri
Source
Advances in Materials Science and Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-31
Country of Publication
Egypt
No. of Pages
13
Abstract EN
Factors affecting the final surface quality of polished marble are not yet fully understood.
Clarifying these factors for optimization of multivariate polishing process by trial and error method is difficult, time-consuming, and costly task.
In this study, the empirical practices were carried out using an experimental design, specifically, a central composite inscribed (CCI) design.
The factors considered in CCI design were belt speed, rotational speed, and pressure of the polishing head, and the responses were surface glossiness and roughness.
Mathematical models describing responses were produced using experimental datasets, and analysis of variance (ANOVA) was used to assess the fit of the models generated with the experimental data.
For process optimization, desirability function analysis (DFA) was used.
This study has shown that the CCI could efficiently be applied for the modelling of polishing machine for surface quality of marble strips.
Better surface quality generally resulted from lower belt speeds, which increased contact time between the abrasives and strips.
Optimized surface quality for marble specimen was established.
American Psychological Association (APA)
Cevheroğlu Çıra, Sümeyra& Dağ, Ahmet& Karakuş, Askeri. 2016. Application of Response Surface Methodology and Central Composite Inscribed Design for Modeling and Optimization of Marble Surface Quality. Advances in Materials Science and Engineering،Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1096040
Modern Language Association (MLA)
Cevheroğlu Çıra, Sümeyra…[et al.]. Application of Response Surface Methodology and Central Composite Inscribed Design for Modeling and Optimization of Marble Surface Quality. Advances in Materials Science and Engineering No. 2016 (2016), pp.1-13.
https://search.emarefa.net/detail/BIM-1096040
American Medical Association (AMA)
Cevheroğlu Çıra, Sümeyra& Dağ, Ahmet& Karakuş, Askeri. Application of Response Surface Methodology and Central Composite Inscribed Design for Modeling and Optimization of Marble Surface Quality. Advances in Materials Science and Engineering. 2016. Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1096040
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1096040