Multi-Objective Optimization of Green Electrical Discharge Machining Ti–6Al–4V in Tap Water via Grey-Taguchi Method

Ti–6Al–4V is widely used in manufacturing field for its exceptional merits, but it belongs to difficult-to-cut material. Electrical discharge machining (EDM) became an important machining method for this material. This paper aims to combine grey relational analysis and Taguchi methods to solve the EDM parameters optimization problems of Ti–6Al–4V material. Using tap water as working liquid is good for environment, because it is healthy and safe to the operators. The process parameters include peak current, open circuit voltage, lifting height, pulse width, and pulse intermission. The tool electrode wear rate, workpiece material removal rate, and the workpiece surface roughness are selected to estimate the machining results. Experiments were executed on orthogonal array and grey relational analysis, and then the results were verified through the contrast experiment. The results indicate that the workpiece material removal rate increased from 5.90 mm3/min to 6.02 mm3/min, the tool electrode wear rate reduced from 0.41 mm3/min to 0.17 mm3/min, but the surface roughness dropped from Ra2.15 µm to Ra2.07 µm. The corresponding improvement is 2%, 59%, and 4%, respectively. By using X-ray diffraction, it is confirmed that titanium oxide are formed on the workpiece surface.

[1]  Won Tae Kwon,et al.  Optimization of EDM process for multiple performance characteristics using Taguchi method and Grey relational analysis , 2010 .

[2]  Vineet K. Srivastava,et al.  Performance Evaluation of Electrical Discharge Machining (EDM) Process Using Cryogenically Cooled Electrode , 2012 .

[3]  Man Singh Azad,et al.  Grey Relational Analysis of Micro-EDM Machining of Ti-6Al-4V Alloy , 2012 .

[4]  R. Arumugam,et al.  Multi-objective optimization of flat plate heat sink using Taguchi-based Grey relational analysis , 2011 .

[5]  S. Abdulkareem,et al.  Cooling Effect on Electrode and Process Parameters in EDM , 2010 .

[6]  Pradeep Kumar,et al.  Technology and research developments in powder mixed electric discharge machining (PMEDM) , 2007 .

[7]  Pradeep Kumar,et al.  Numerical simulation of powder mixed electric discharge machining (PMEDM) using finite element method , 2008, Math. Comput. Model..

[8]  Jagdev Singh,et al.  Effect of Deep Cryogenic Treatment on Machinability of Titanium Alloy (Ti-6246) in Electric Discharge Drilling , 2010 .

[9]  Noriah Yusoff,et al.  Electrical Discharge Machining (EDM): Practices in Malaysian Industries and Possible Change towards Green Manufacturing , 2012 .

[10]  Bülent Ekmekci,et al.  Debris and consequences in micro electric discharge machining of micro-holes , 2013 .

[11]  Vinod Yadava,et al.  Diamond face grinding of WC-Co composite with spark assistance: Experimental study and parameter optimization , 2010 .

[12]  Kamlakar P Rajurkar,et al.  Electrical discharge machining of Ti6Al4V with a bundled electrode , 2012 .

[13]  Chung-Chen Tsao,et al.  Optimization of the EDM parameters on machining Ti–6Al–4V with multiple quality characteristics , 2010 .

[14]  John Atkinson,et al.  A comparative experimental study of machining characteristics in vibratory, rotary and vibro-rotary electro-discharge machining , 2002 .

[15]  Jatinder Kumar,et al.  Modeling the material removal rate in ultrasonic machining of titanium using dimensional analysis , 2010 .

[16]  Yan-Cherng Lin,et al.  Optimization of machining parameters using magnetic-force-assisted EDM based on gray relational analysis , 2009 .

[17]  Kazuo Yamazaki,et al.  A fundamental study on Ti–6Al–4V's thermal and electrical properties and their relation to EDM productivity , 2008 .

[18]  Sachin Maheshwari,et al.  Some investigations into the electric discharge machining of hardened tool steel using different electrode materials , 2004 .

[19]  Bülent Ekmekci,et al.  Residual stresses and white layer in electric discharge machining (EDM) , 2007 .

[20]  I. Pashby,et al.  A review on the use of environmentally-friendly dielectric fluids in electrical discharge machining , 2004 .

[21]  T. Muthuramalingam,et al.  Influence of Discharge Current Pulse on Machinability in Electrical Discharge Machining , 2013 .

[22]  Wim Dewulf,et al.  Preliminary Environmental Assessment of Electrical Discharge Machining , 2011 .

[23]  B. Yan,et al.  Study on the characteristics of electrical discharge machining using dielectric with surfactant , 2009 .

[24]  Baoping Cai,et al.  Study of the recast layer of a surface machined by sinking electrical discharge machining using water-in-oil emulsion as dielectric , 2011 .

[25]  S. Chakraborty,et al.  Selection of EDM Process Parameters Using Biogeography-Based Optimization Algorithm , 2012 .

[26]  H I Medellin,et al.  Experimental study on electrodischarge machining in water of D2 tool steel using two different electrode materials , 2009 .

[27]  Dong Qiang Gao,et al.  Surface Reconstruction and Nc Simulation of Auto Rearview Mirror Based on Geomagic Studio , 2012 .

[28]  Baoping Cai,et al.  Sinking EDM in water-in-oil emulsion , 2013 .

[29]  Guo Min Lin,et al.  Electrical Discharge Machining Technology and its Latest Application , 2012 .

[30]  Mahmudur Rahman,et al.  An experimental study on micro-EDM in low-resistivity deionized water using short voltage pulses , 2012 .

[31]  A. Haq,et al.  Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method , 2008 .

[32]  A. Khan,et al.  Reducing electrode wear ratio using cryogenic cooling during electrical discharge machining , 2009 .

[33]  A Pandey,et al.  Current research trends in variants of Electrical Discharge Machining: A review , 2010 .

[34]  B. Yan,et al.  The effect in EDM of a dielectric of a urea solution in water on modifying the surface of titanium , 2005 .

[35]  Gang Cheng,et al.  Debris and bubble movements during electrical discharge machining , 2012 .

[36]  Vinod Yadava,et al.  Modeling and Prediction of Material Removal Rate and Surface Roughness in Surface-Electrical Discharge Diamond Grinding Process of Metal Matrix Composites , 2013 .

[37]  S. P. Sivapirakasam,et al.  Multi-attribute decision making for green electrical discharge machining , 2011, Expert Syst. Appl..

[38]  Hwa-Teng Lee,et al.  Study of surface integrity using the small area EDM process with a copper–tungsten electrode , 2004 .

[39]  Norliana Mohd Abbas,et al.  A review on current research trends in electrical discharge machining (EDM) , 2007 .

[40]  Mohan Charan Panda,et al.  Intelligent Modeling and Multiobjective Optimization of Die Sinking Electrochemical Spark Machining Process , 2012 .

[41]  Sharanjit Singh,et al.  Review to EDM by Using Water and Powder-Mixed Dielectric Fluid , 2011 .