Paper Title:
Multi Objective Optimization of Turning Process Using Grey Relational Analysis and Simulated Annealing Algorithm
  Abstract

Multi objective optimizing of machining processes is used to simultaneously achieve several goals such as increased product quality, reduced production time and improved production efficiency. This article presents an approach that combines grey relational analysis and regression modeling to convert the values of multi responses obtained from Taguchi method design of experiments into a multi objective model. The proposed approach is implemented on turning process of St 50.2 Steel. After model development, Analysis of Variance (ANOVA) is performed to determine the adequacy of the proposed model. The developed multi objective model is then optimized by simulated annealing algorithm (SA) in order to determine the best set of parameter values. This study illustrates that regression analysis can be used for high precision modeling and estimation of process variables.

  Info
Periodical
Chapter
Chapter 14: Modeling, Analysis, and Simulation of Manufacturing Processes
Edited by
Wu Fan
Pages
2926-2932
DOI
10.4028/www.scientific.net/AMM.110-116.2926
Citation
F. Kolahan, R. Golmezerji, M. A. Moghaddam, "Multi Objective Optimization of Turning Process Using Grey Relational Analysis and Simulated Annealing Algorithm", Applied Mechanics and Materials, Vols. 110-116, pp. 2926-2932, 2012
Online since
October 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Ying Xue Yao, Chang Qing Liu, Jian Guang Li, H.J. Jing, S.D. Chen
Abstract:Traditional adaptive control technologies in machining process optimization are limited in applications because they depend much on sensors,...
1
Authors: Wei Shin Lin
Abstract:Hard turning has the advantage of rapidly, elasticity and low energy consuming. It has been a trend to replace the complex grinding...
640
Authors: Shi Chun Di, Zhao Long Li, Dong Bo Wei
Abstract:In this paper, a machining method of deep hole on the nickel-based high-temperature alloy using the pulse electrochemical machining is...
1874
Authors: Chakaravarthy Ezilarasan, Ke Zhu, A Velayudham, K. Palanikumar
Materials Machining
Abstract:Nimonic C-263 alloy is extensively used in the field of like aerospace, power generators and heat exchangers due to its higher thermal...
794
Authors: Pedro Jose Arrazola, A. Villar, R. Fernández, J. Aperribay
Abstract:This article describes a practical machining training aiming that the students acquire the theoretical-practical knowledge of chip formation...
83