Journal ArticleDOI
Determining the effect of cutting parameters on surface roughness in hard turning using the Taguchi method
İlhan Asiltürk,Harun Akkuş +1 more
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In this paper, the authors used the L9 orthogonal array in a CNC turning machine to optimize turning parameters based on the Taguchi method to minimize surface roughness (Ra and Rz).About:
This article is published in Measurement.The article was published on 2011-11-01. It has received 408 citations till now. The article focuses on the topics: Surface roughness & Taguchi methods.read more
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Optimization of surface roughness and flank wear using the Taguchi method in milling of Hadfield steel with PVD and CVD coated inserts
TL;DR: In this article, the Taguchi method and regression analysis have been applied to evaluate the machinability of Hadfield steel with PVD TiAlN- and CVD TiCN/Al 2 O 3 -coated carbide inserts under dry milling conditions.
Journal ArticleDOI
Optimization of surface roughness, cutting force and tool wear of nitrogen alloyed duplex stainless steel in a dry turning process using Taguchi method
TL;DR: In this paper, the dry turning parameters of two different grades of nitrogen alloyed duplex stainless steel are optimized by using Taguchi method and the results revealed that the feed rate is the more significant parameter influencing the surface roughness and cutting force.
Journal ArticleDOI
Machining of hardened steel—Experimental investigations, performance modeling and cooling techniques: A review
TL;DR: A comprehensive literature review on machining of hardened steels using coated tools, studies related to hard turning, different cooling methods and attempts made so far to model machining performance(s) so as to give proper attention to the various researcher works as discussed by the authors.
Journal ArticleDOI
Experimental investigations on machinability aspects in finish hard turning of AISI 4340 steel using uncoated and multilayer coated carbide inserts
TL;DR: In this paper, a machinability study on flank wear, surface roughness, chip morphology and cutting forces in finish hard turning of AISI 4340 steel using uncoated and multilayer TiN and ZrCN coated carbide inserts at higher cutting speed range.
Journal ArticleDOI
Optimization of surface roughness and cutting force during AA7039/Al2O3 metal matrix composites milling using neural networks and Taguchi method
TL;DR: In this paper, the effect of milling parameters on surface roughness and cutting force using an uncoated carbide insert was investigated using an ANN and regression analysis with a mean squared error equal to 2.25% and 6.66% respectively.
References
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Journal ArticleDOI
Design optimization of cutting parameters for turning operations based on the Taguchi method
W.H. Yang,Y.S. Tarng +1 more
TL;DR: In this paper, the Taguchi method was used to find the optimal cutting parameters for turning operations, and the main cutting parameters that affect the cutting performance in turning operations were found.
Journal ArticleDOI
Application of Taguchi method in the optimization of end milling parameters
TL;DR: In this paper, the authors applied the Taguchi optimization methodology to optimize cutting parameters in end milling when machining hardened steel AISI H13 with TiN coated P10 carbide insert tool under semi-finishing and finishing conditions of high speed cutting.
Journal ArticleDOI
Modeling and prediction of surface roughness in turning operations using artificial neural network and multiple regression method
İlhan Asiltürk,Mehmet Çunkaş +1 more
TL;DR: The surface roughness is measured during turning at different cutting parameters such as speed, feed, and depth of cut by full factorial experimental design and it is clearly seen that the proposed models are capable of prediction of the surface Roughness.
Journal ArticleDOI
A surface roughness prediction model for hard turning process
Dilbag Singh,P. Venkateswara Rao +1 more
TL;DR: In this article, an experimental investigation was conducted to determine the effects of cutting conditions and tool geometry on the surface roughness in the finish hard turning of the bearing steel (AISI 52100).
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İlhan Asiltürk,Süleyman Neşeli +1 more