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Multiobjective Optimization of Turning Cutting Parameters for J-Steel Material
Joint Authors
Abbas, Adel Taha
Hamza, Karim
Aly, Mohamed F.
Al-Bahkali, Essam A.
Source
Advances in Materials Science and Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-14
Country of Publication
Egypt
No. of Pages
8
Abstract EN
This paper presents a multiobjective optimization study of cutting parameters in turning operation for a heat-treated alloy steel material (J-Steel) with Vickers hardness in the range of HV 365–395 using uncoated, unlubricated Tungsten-Carbide tools.
The primary aim is to identify proper settings of the cutting parameters (cutting speed, feed rate, and depth of cut) that lead to reasonable compromises between good surface quality and high material removal rate.
Thorough exploration of the range of cutting parameters was conducted via a five-level full-factorial experimental matrix of samples and the Pareto trade-off frontier is identified.
The trade-off among the objectives was observed to have a “knee” shape, in which certain settings for the cutting parameters can achieve both good surface quality and high material removal rate within certain limits.
However, improving one of the objectives beyond these limits can only happen at the expense of a large compromise in the other objective.
An alternative approach for identifying the trade-off frontier was also tested via multiobjective implementation of the Efficient Global Optimization (m-EGO) algorithm.
The m-EGO algorithm was successful in identifying two points within the good range of the trade-off frontier with 36% fewer experimental samples.
American Psychological Association (APA)
Abbas, Adel Taha& Hamza, Karim& Aly, Mohamed F.& Al-Bahkali, Essam A.. 2016. Multiobjective Optimization of Turning Cutting Parameters for J-Steel Material. Advances in Materials Science and Engineering،Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1096282
Modern Language Association (MLA)
Abbas, Adel Taha…[et al.]. Multiobjective Optimization of Turning Cutting Parameters for J-Steel Material. Advances in Materials Science and Engineering No. 2016 (2016), pp.1-8.
https://search.emarefa.net/detail/BIM-1096282
American Medical Association (AMA)
Abbas, Adel Taha& Hamza, Karim& Aly, Mohamed F.& Al-Bahkali, Essam A.. Multiobjective Optimization of Turning Cutting Parameters for J-Steel Material. Advances in Materials Science and Engineering. 2016. Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1096282
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1096282