Study and Optimization Defect Layer in Powder Mixed Electrical Discharge Machining of Titanium Alloy

Electrical discharge machining (EDM) has recently become very popular for processing titanium alloys, but surface quality is a major problem. During machining, a defect layer inevitably forms on the surface, which can have a negative impact on surface quality. One of the ways to reduce the defect layer is to add powder to the dielectric. However, it is not yet completely clear which powder and in what quantity it should be added to reduce the defect layer. In this sense, the present study aims to investigate the effects of machining parameters on the defect layer in powder-mixed electrical discharge machining of titanium alloys. The main goal is to achieve the minimum thickness of the defect layer by optimally adjusting the input parameters. Experimental studies were performed using the Taguchi orthogonal array L9, considering discharge current, pulse duration, duty cycle, and graphite powder concentration as input parameters. Based on the Taguchi and ANOVA analyses, the discharge current was found to have the greatest effect on the defect layer. In addition, analysis of variance revealed that pulse duration was the second influential parameter, followed by graphite powder and duty cycle. The minimum thickness of the defect layer is obtained at a discharge current of 1.5 A, a pulse duration of 30 µs, a duty cycle of 50%, and a graphite powder concentration of 12 g/L. The results obtained in this study provided answers to some of the unresolved research questions and confirmed the findings that the proposed method can be applied in the industry.

[1]  Van Tao Le The evaluation of machining performances and recast layer properties of AISI H13 steel processed by tungsten carbide powder mixed EDM process in the semi-finishing process , 2022, Machining Science and Technology.

[2]  S. Grigoriev,et al.  Electrical discharge machining of oxide and nitride ceramics: A review , 2021 .

[3]  A. Alhodaib,et al.  Experimental Investigation on Silicon Powder Mixed-EDM of Nimonic-90 Superalloy , 2021, Metals.

[4]  F. Luo,et al.  Combining PMEDM with the tool electrode sloshing to reduce recast layer of titanium alloy generated from EDM , 2021, The International Journal of Advanced Manufacturing Technology.

[5]  T. Muthuramalingam,et al.  Multi-object optimization of EDM by Taguchi-DEAR method using AlCrNi coated electrode , 2021, The International Journal of Advanced Manufacturing Technology.

[6]  Iqbal H. Sarker Machine Learning: Algorithms, Real-World Applications and Research Directions , 2021, SN Computer Science.

[7]  Md. Ibrahim Hossain,et al.  Performance evaluation of graphite and titanium oxide powder mixed dielectric for electric discharge machining of Ti–6Al–4V , 2021, SN Applied Sciences.

[8]  M. Uthayakumar,et al.  A review on the performance of the materials by surface modification through EDM , 2021 .

[9]  Meinam Annebushan Singh,et al.  Methods and variables in Electrical discharge machining of titanium alloy – A review , 2020, Heliyon.

[10]  H. Gökkaya,et al.  Investigation of the machinability of SiC reinforced MMC materials produced by molten metal stirring and conventional casting technique in die-sinking electrical discharge machine , 2020 .

[11]  T. Muthuramalingam,et al.  Experimental Investigation of White Layer Formation on Machining Silicon Steel in PMEDM Process , 2020, Silicon.

[12]  P. Huu Multi-objective optimization in titanium powder mixed electrical discharge machining process parameters for die steels , 2020, Alexandria Engineering Journal.

[13]  A. Al-Ahmari,et al.  On the Investigation of Surface Integrity of Ti6Al4V ELI Using Si-Mixed Electric Discharge Machining , 2020, Materials.

[14]  D. Sahu,et al.  Critical analysis of surface integrity parameters and dimensional accuracy in powder-mixed EDM , 2020 .

[15]  T. Muthuramalingam,et al.  Multi-Criteria Decision Making Using Preferential Selection Index in Titanium based Die-Sinking PMEDM , 2019, Journal of the Korean Society for Precision Engineering.

[16]  S. Anwar,et al.  EDM of Ti-6Al-4V: Electrode and polarity selection for minimum tool wear rate and overcut , 2019, Materials and Manufacturing Processes.

[17]  R. Świercz,et al.  Investigation of the Influence of Reduced Graphene Oxide Flakes in the Dielectric on Surface Characteristics and Material Removal Rate in EDM , 2019, Materials.

[18]  K. Maity,et al.  Effect of Electrode Materials on Different EDM Aspects of Titanium Alloy , 2019, Silicon.

[19]  M. Kumar,et al.  Electro-discharge Machining Performance of Ti–6Al–4V Alloy: Studies on Parametric Effect and Phenomenon of Electrode Wear , 2018, Arabian Journal for Science and Engineering.

[20]  Ngoc-Vu Ngo,et al.  Application of TOPSIS to Taguchi method for multi-characteristic optimization of electrical discharge machining with titanium powder mixed into dielectric fluid , 2018, The International Journal of Advanced Manufacturing Technology.

[21]  M. A. Lajis,et al.  Modelling and optimization of Chromium Powder Mixed EDM Parameter Effect Over the Surface Characteristics by Response Surface Methodology Approach , 2018, International Journal of Engineering Materials and Manufacture.

[22]  Anbesh Jamwal,et al.  Optimization of Surface Roughness, Material Removal Rate and Tool Wear Rate in EDM using Taguchi Method , 2018 .

[23]  Ľ. Straka,et al.  Optimization of material removal rate and tool wear rate of Cu electrode in die-sinking EDM of tool steel , 2018 .

[24]  S. Ou,et al.  Effects of bioceramic particles in dielectric of powder-mixed electrical discharge machining on machining and surface characteristics of titanium alloys , 2017 .

[25]  Chander Prakash,et al.  Multi-objective optimization of powder mixed electric discharge machining parameters for fabrication of biocompatible layer on β-Ti alloy using NSGA-II coupled with Taguchi based response surface methodology , 2016 .

[26]  A. Al-Khazraji,et al.  The effect of SiC powder mixing electrical discharge machining on white layer thickness, heat flux and fatigue life of AISI D2 die steel , 2016 .

[27]  A. Kumar,et al.  Effect of dielectric fluid with surfactant and graphite powder on Electrical Discharge Machining of titanium alloy using Taguchi method , 2015 .

[28]  A. Batish,et al.  Powder Mixed Dielectric: An Approach for Improved Process Performance in EDM , 2015 .

[29]  P. Soares,et al.  Performance and Surface Integrity of Ti6Al4V After Sinking EDM with Special Graphite Electrodes , 2014, Journal of Materials Engineering and Performance.

[30]  B. Jabbaripour,et al.  INVESTIGATING THE EFFECTS OF EDM PARAMETERS ON SURFACE INTEGRITY, MRR AND TWR IN MACHINING OF Ti–6Al–4V , 2012 .

[31]  Marin Gostimirovic,et al.  Influence of discharge energy on machining characteristics in EDM , 2012 .

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

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

[34]  U. Çaydas,et al.  Electrical discharge machining of titanium alloy (Ti–6Al–4V) , 2007 .

[35]  F. Klocke,et al.  The effects of powder suspended dielectrics on the thermal influenced zone by electrodischarge machining with small discharge energies , 2004 .

[36]  A. W. Duffill,et al.  CNC EDM of linear and circular contours using plate tools , 2004 .

[37]  E. Henriques,et al.  Influence of silicon powder-mixed dielectric on conventional electrical discharge machining , 2003 .

[38]  Jr. Joseph J. Pignatiello An Overview of the Strategy and Tactics of Taguchi , 1988 .

[39]  C. Srinivas,et al.  A review of performance optimization and current research in PMEDM , 2019, Materials Today: Proceedings.

[40]  G. Mondal,et al.  Experimental Investigations on Graphite Mixed Electric discharge Machining of En-19 Alloy Steel , 2018 .

[41]  A. Verma,et al.  Parametric Optimization of Electric Discharge Drill Machine using Taguchi and ANOVA Approach , 2018 .

[42]  P. Koshy,et al.  Anomalous influence of polarity in sink EDM of titanium alloys , 2018 .

[43]  D. Tripathy,et al.  Surface Characterization and Multi-response optimization of EDM process parameters using powder mixed dielectric , 2017 .

[44]  P. S. Bains,et al.  Study of the Recast Layer of Particulate Reinforced Metal Matrix Composites machined by EDM , 2017 .

[45]  Fritz Klocke,et al.  Experimental Investigations on Sinking-EDM of Seal Slots in Gamma-TiAl☆ , 2014 .

[46]  B. Jabbaripour,et al.  Investigating surface roughness, material removal rate and corrosion resistance in PMEDM of γ-TiAl intermetallic , 2013 .