Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when

The traditional Taguchi method is widely used for optimizing the process parameters of a single response problem. Optimizationof a single response results the non-optimum values for remaining. But, the performance of the manufactured products isoften evaluated by several quality characteristics/resp...

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Main Authors: M. Kaladhar, K. V. Subbaiah, Ch. Srinivasa Rao, K. Narayana Rao
Format: Article
Language:English
Published: Eastern Macedonia and Thrace Institute of Technology 2011-01-01
Series:Journal of Engineering Science and Technology Review
Subjects:
Online Access:http://www.jestr.org/downloads/volume4/fulltext102011.pdf
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spelling doaj-39eb098731a24b7cb289279b37f2c7922020-11-24T23:10:33ZengEastern Macedonia and Thrace Institute of TechnologyJournal of Engineering Science and Technology Review1791-23772011-01-01415561Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem whenM. KaladharK. V. SubbaiahCh. Srinivasa RaoK. Narayana RaoThe traditional Taguchi method is widely used for optimizing the process parameters of a single response problem. Optimizationof a single response results the non-optimum values for remaining. But, the performance of the manufactured products isoften evaluated by several quality characteristics/responses. Under such circumstances, multi-characteristics response optimizationmay be the solution to optimize multi-responses simultaneously. In the present work, a multi-characteristics responseoptimization model based on Taguchi and Utility concept is used to optimize process parameters, such as speed, feed, depthof cut, and nose radius on multiple performance characteristics, namely, surface roughness (Ra) and material removal rate(MRR) during turning of AISI 202 austenitic stainless steel using a CVD coated cemented carbide tool. Taguchi’s L8 orthogonalarray (OA) is selected for experimental planning. The experimental result analysis showed that the combination of higherlevels of cutting speed, depth of cut, and nose radius and lower level of feed is essential to achieve simultaneous maximizationof material removal rate and minimization of surface roughness. The ANOVA and F-tests are used to analyze the results.Further, the confirmation tests are conducted and the results are found to be within the confidence interval.http://www.jestr.org/downloads/volume4/fulltext102011.pdfMulti response OptimizationTaguchi methodUtility conceptaustenitic stainless steelCVD coated carbide toolSurface
collection DOAJ
language English
format Article
sources DOAJ
author M. Kaladhar
K. V. Subbaiah
Ch. Srinivasa Rao
K. Narayana Rao
spellingShingle M. Kaladhar
K. V. Subbaiah
Ch. Srinivasa Rao
K. Narayana Rao
Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
Journal of Engineering Science and Technology Review
Multi response Optimization
Taguchi method
Utility concept
austenitic stainless steel
CVD coated carbide tool
Surface
author_facet M. Kaladhar
K. V. Subbaiah
Ch. Srinivasa Rao
K. Narayana Rao
author_sort M. Kaladhar
title Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
title_short Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
title_full Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
title_fullStr Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
title_full_unstemmed Application of Taguchi approach and Utility Concept in solving the Multi-objective Problem when
title_sort application of taguchi approach and utility concept in solving the multi-objective problem when
publisher Eastern Macedonia and Thrace Institute of Technology
series Journal of Engineering Science and Technology Review
issn 1791-2377
publishDate 2011-01-01
description The traditional Taguchi method is widely used for optimizing the process parameters of a single response problem. Optimizationof a single response results the non-optimum values for remaining. But, the performance of the manufactured products isoften evaluated by several quality characteristics/responses. Under such circumstances, multi-characteristics response optimizationmay be the solution to optimize multi-responses simultaneously. In the present work, a multi-characteristics responseoptimization model based on Taguchi and Utility concept is used to optimize process parameters, such as speed, feed, depthof cut, and nose radius on multiple performance characteristics, namely, surface roughness (Ra) and material removal rate(MRR) during turning of AISI 202 austenitic stainless steel using a CVD coated cemented carbide tool. Taguchi’s L8 orthogonalarray (OA) is selected for experimental planning. The experimental result analysis showed that the combination of higherlevels of cutting speed, depth of cut, and nose radius and lower level of feed is essential to achieve simultaneous maximizationof material removal rate and minimization of surface roughness. The ANOVA and F-tests are used to analyze the results.Further, the confirmation tests are conducted and the results are found to be within the confidence interval.
topic Multi response Optimization
Taguchi method
Utility concept
austenitic stainless steel
CVD coated carbide tool
Surface
url http://www.jestr.org/downloads/volume4/fulltext102011.pdf
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