Optimization of Machining Condition in WEDM for Titanium Grade 6 Using MOORA Coupled with PCA — A Multivariate Hybrid Approach

This paper represents a multivariate hybrid approach, combining Multi-Objective Optimization on the basis of Ratio Analysis (MOORA) and Principal Component Analysis (PCA) to optimize different corr...

[1]  M. Santhanakumar,et al.  Optimization of weld characteristics of friction welded AA 6061-AA 6351 joints using grey-principal component analysis (G-PCA) , 2014 .

[2]  Reza Kashiry Fard,et al.  Experimental investigation, intelligent modeling and multi-characteristics optimization of dry WEDM process of Al–SiC metal matrix composite , 2013 .

[3]  Masanori Kunieda,et al.  Advancing EDM through fundamental insight into the process , 2005 .

[4]  A. Azadeh,et al.  MULTI CRITERIA QUALITY ASSESSMENT OF PRODUCTS BY INTEGRATED DEA-PCA APPROACH , 2007 .

[5]  Himadri Majumder,et al.  Performance analysis and optimization in turning of ASTM A36 through process capability index , 2016, Journal of King Saud University - Engineering Sciences.

[6]  Abhijit Saha,et al.  Experimental investigation and modelling of WEDM process for machining nano-structured hardfacing material , 2017 .

[7]  Siba Sankar Mahapatra,et al.  Multi-Objective Optimization of Wire Electrical Discharge Machining (WEDM) Process Parameters Using Weighted Sum Genetic Algorithm Approach , 2016 .

[8]  Willem K. Brauers,et al.  Optimization Methods for a Stakeholder Society: A Revolution in Economic Thinking by Multi-objective Optimization , 2003 .

[9]  Yusuf Tansel İç,et al.  MOORA-based Taguchi optimisation for improving product or process quality , 2013 .

[10]  Miss.Swati. D.Lahane.  Multi-response optimization of Wire-EDM process using principal component analysis , 2012 .

[11]  Shankar Chakraborty,et al.  Applications of the MOORA method for decision making in manufacturing environment , 2011 .

[12]  Ming-Der Jean,et al.  Using a principal components analysis for developing a robust design of electron beam welding , 2006 .

[13]  Mohan Kumar Pradhan,et al.  Estimating the effect of process parameters on MRR, TWR and radial overcut of EDMed AISI D2 tool steel by RSM and GRA coupled with PCA , 2013 .

[14]  Jatinder Kumar,et al.  Multi-response optimization of process parameters based on response surface methodology for pure titanium using WEDM process , 2013, The International Journal of Advanced Manufacturing Technology.

[15]  Thella Babu Rao,et al.  Simultaneous optimization of multiple performance characteristics in WEDM for machining ZC63/SiCp MMC , 2013 .

[16]  R. Adalarasan,et al.  Parameter design in friction welding of Al/SiC/Al2O3 composite using grey theory based principal component analysis (GT-PCA) , 2015 .

[17]  Himadri Majumder,et al.  Multi Criteria Selection of Optimal Machining Parameter in Turning Operation Using Comprehensive Grey Complex Proportional Assessment Method for ASTM A36 , 2016 .

[18]  S. Mondal,et al.  Multi-objective optimization in WEDM process of nanostructured hardfacing materials through hybrid techniques , 2016 .

[19]  S. Chakraborty,et al.  Application of multi-objective optimization on the basis of ratio analysis (MOORA) method for materials selection , 2012 .

[20]  G. Rajyalakshmi,et al.  Multiple process parameter optimization of wire electrical discharge machining on Inconel 825 using Taguchi grey relational analysis , 2013 .

[21]  C. J. Luis,et al.  Analysis of the influence of EDM parameters on surface finish, material removal rate, and electrode wear of an INCONEL 600 alloy , 2015 .

[22]  Kalipada Maity,et al.  Effect of process parameters on cut quality of stainless steel of plasma arc cutting using hybrid approach , 2015 .

[23]  A. Khan,et al.  Parametric Optimization of Some Non-Conventional Machining Processes Using MOORA Method , 2015 .

[24]  V. B. Shinde,et al.  Optimization of welding process parameters using MOORA method , 2013 .

[25]  Saurav Datta,et al.  Modeling, simulation and parametric optimization of wire EDM process using response surface methodology coupled with grey-Taguchi technique , 2010 .

[26]  Marco E. Sanjuan,et al.  An improved weighted recursive PCA algorithm for adaptive fault detection , 2016 .

[27]  Jatinder Kumar,et al.  Multi-response optimization and modeling of trim cut WEDM operation of commercially pure titanium (CPTi) considering multiple user's preferences , 2015 .

[28]  Souren Mitra,et al.  Experimental investigation and multi-objective optimization of wire electrical discharge machining (WEDM) of 5083 aluminum alloy , 2014 .

[29]  Siba Sankar Mahapatra,et al.  Optimization of Correlated Quality Characteristics in WEDM Process using Taguchi Approach Coupled with Principal Component Analysis , 2013 .

[30]  K. Ravi Kumar,et al.  Modeling and Analysis on the Influence of Reinforcement Particle Size During EDM of Aluminum (Al/3.25Cu/8.5Si)/Fly Ash Composites , 2016 .

[31]  Luis A. Díaz,et al.  Electrical discharge machining of ceramic/semiconductor/metal nanocomposites , 2010 .

[32]  Jaksan D. Patel,et al.  Application of AHP/MOORA Method to Select Wire Cut Electrical Discharge Machining Process Parameter to Cut EN31 Alloys Steel with Brasswire☆ , 2015 .

[33]  J. Ferreira,et al.  A multivariate hybrid approach applied to AISI 52100 hardened steel turning optimization , 2007 .

[34]  Kalipada Maity,et al.  Application of MCDM-Based TOPSIS Method for the Optimization of Multi Quality Characteristics of Modern Manufacturing Processes , 2016 .

[35]  Bobby O.P. Soepangkat,et al.  Multiple Performance Characteristics Optimization in the WEDM Process of SKD61 Tool Steel Using Taguchi Method Combined with Weighted Principal Component Analysis (WPCA) , 2015 .

[36]  E. Zavadskas,et al.  Robustness of the multi‐objective MOORA method with a test for the facilities sector , 2009 .

[37]  Vivek Aggarwal,et al.  Parametric modeling and optimization for wire electrical discharge machining of Inconel 718 using response surface methodology , 2015 .