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Comparative Analysis for Surface Roughness of Al Alloy 6061 using MLR and RSM

by Kiran A Patel, Pragnesh K Brahmbhatt
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 117 - Number 9
Year of Publication: 2015
Authors: Kiran A Patel, Pragnesh K Brahmbhatt
10.5120/20586-3016

Kiran A Patel, Pragnesh K Brahmbhatt . Comparative Analysis for Surface Roughness of Al Alloy 6061 using MLR and RSM. International Journal of Computer Applications. 117, 9 ( May 2015), 41-45. DOI=10.5120/20586-3016

@article{ 10.5120/20586-3016,
author = { Kiran A Patel, Pragnesh K Brahmbhatt },
title = { Comparative Analysis for Surface Roughness of Al Alloy 6061 using MLR and RSM },
journal = { International Journal of Computer Applications },
issue_date = { May 2015 },
volume = { 117 },
number = { 9 },
month = { May },
year = { 2015 },
issn = { 0975-8887 },
pages = { 41-45 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume117/number9/20586-3016/ },
doi = { 10.5120/20586-3016 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:58:56.452558+05:30
%A Kiran A Patel
%A Pragnesh K Brahmbhatt
%T Comparative Analysis for Surface Roughness of Al Alloy 6061 using MLR and RSM
%J International Journal of Computer Applications
%@ 0975-8887
%V 117
%N 9
%P 41-45
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Burnishing is a chip less finishing method which employs a rolling tool pressed against the work piece for achieving plastic deformation of the surface layer. Roller burnishing process is largely considered in industrial cases in order to restructure surface characteristic. The main aim of this study is to compare the prediction accuracy of Response surface methodology (RSM) and Multiple Linear Regressions (MLR) model for Surface roughness. Roller burnishing process is employed on Al alloy work piece for current study. In the present work the effect of burnishing parameter like speed, Interference, feed and the number of passes is going to be examined on the surface quality and its wearing characteristics of Al Alloy 6061. Result and comparative data clearly indicate the better prediction capability of the RSM over the MLR model.

References
  1. Sastry, M. N. P. , Devi, K. D. , & Reddy, K. M. (2012). Analysis and optimization of machining process parameters using design of experiments. Industrial Engineering Letters, 2 (9), 23-32.
  2. Skalski, K. , Morawski, A. , & Przybylski, W. 1995. Analysis of contact elastic-plastic strains during the process of burnishing. International journal of mechanical sciences, 37 (5), 461-472.
  3. El-Axir, M. H. , Othman, O. M. , & Abodiena, A. M. 2008. A study on the inner surface finishing of aluminum alloy 2014 by ball burnishing process. Journal of materials processing technology, 202 (1), 435-442.
  4. El-Axir, M. H. , Othman, O. M. , & Abodiena, A. M. 2008. Improvements in out-of-roundness and microhardness of inner surfaces by internal ball burnishing process. Journal of materials processing technology, 196 (1), 120-128.
  5. Sagbas, A. , Kahraman, F. 2009. Determination of optimal ball burnishing parameters for surface hardness. Materiali in tehnologije, 43 (5), 271-274.
  6. Sagbas, A. 2011. Analysis and optimization of surface roughness in the ball burnishing process using response surface methodology and desirability function. Advances in Engineering Software, 42 (11), 992-998.
  7. Travieso-Rodríguez, J. A. , Dessein, G. , & González-Rojas, H. A. 2011. Improving the surface finish of concave and convex surfaces using a ball burnishing process. Materials and Manufacturing Processes, 26 (12), 1494-1502.
  8. Grzesik, W. , & ?ak, K. 2012. Modification of surface finish produced by hard turning using superfinishing and burnishing operations. Journal of Materials Processing Technology, 212 (1), 315-322.
Index Terms

Computer Science
Information Sciences

Keywords

Burnishing Surface Roughness RSM MLR DOE Al alloy 6061.

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