Modeling and optimization of surface roughness and tool vibration in CNC turning of Aluminum alloy using hybrid RSM-WPCA methodology

Article history: Received October 2

[1]  Siba Sankar Mahapatra,et al.  Combined quality loss (CQL) concept in WPCA-based Taguchi philosophy for optimization of multiple surface quality characteristics of UNS C34000 brass in cylindrical grinding , 2010 .

[2]  Asish Bandyopadhyay,et al.  Modeling and optimization of machining parameters in cylindrical grinding process , 2016 .

[3]  Hari Singh,et al.  Taguchi-fuzzy multi output optimization (MOO) in high speed CNC turning of AISI P-20 tool steel , 2011, Expert Syst. Appl..

[4]  Ashok Kumar Sahoo,et al.  Response Surface Methodology and Genetic Algorithm used to Optimize the Cutting condition for Surface Roughness Parameters in CNC Turning , 2012 .

[5]  Hung-Chang Liao,et al.  Multi-response optimization using weighted principal component , 2006 .

[6]  V. Anandakrishnan,et al.  Experimental investigation and performance analysis of cemented carbide inserts of different geometries using Taguchi based grey relational analysis , 2014 .

[7]  J. I. Nanavati,et al.  Optimisation of machining parameters for turning operations based on response surface methodology , 2013 .

[8]  K. Palanikumar.  Modeling and Analysis of Delamination Factor and Surface Roughness in Drilling GFRP Composites , 2010 .

[9]  Uday S. Dixit,et al.  Prediction of surface roughness and dimensional deviation by measuring cutting forces and vibrations in turning process , 2003 .

[10]  S. A. Tobias.  Machine tool vibration research , 1961 .

[11]  Zhongyu Wang,et al.  Novel method for evaluating surface roughness by grey dynamic filtering , 2010 .

[12]  G. Boothroyd,et al.  Fundamentals of Metal Machining and Machine Tools , 1975 .

[13]  C. Su,et al.  Multi-response robust design by principal component analysis , 1997 .

[14]  M. Siddhpura,et al.  A review of chatter vibration research in turning , 2012 .

[15]  Saurav Datta,et al.  Application of PCA-based hybrid Taguchi method for correlated multicriteria optimization of submerged arc weld: a case study , 2009 .

[16]  Madhan Shridhar Phadke,et al.  Quality Engineering Using Robust Design , 1989 .

[17]  S. K. Sarangi,et al.  Machinability study of pure aluminium and Al–12% Si alloys against uncoated and coated carbide inserts , 2009 .

[18]  İlhan Asiltürk,et al.  Multi response optimisation of CNC turning parameters via Taguchi method-based response surface analysis , 2012 .