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Experimental Investigation of Optimization of Machining of AL6065-TiC Composites using TAGUCHI Technique
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Experimental Investigation of Optimization of Machining of AL6065-TiC Composites using TAGUCHI Technique
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 52 Experimental investigation of optimization of machining of AL6065-TiC composites using TAGUCHI technique I.Justin antony Raj1, Dr.D.Lenin singaravelu2, A.Padma gangeshwari3, R.Ram kumar4 1 3 4 Assistant Professor, Department of Mechanical Engineering, VANDAYAR ENGINEERING COLLEGE, pulavar natham ,Thanjavur-613501,TN- India 2 Assistant Professor, Department of production Engineering ,NIT-Trichy,TN-India. ---------------------------------------------------------------------***-------------------------------------------------------------------- Abstract: Applications of this project is for the manufacture of wear resistant tools, cutting tools, coating for abrasivesteel bearings, wear resistant tools, optics applications, enhance the conductivity of materials and as a nucleating agent. Primary objective of machining operation is to improve the surface finish during the machining of AA6065-Tic composite. Poor surface finish is obtained because of presence of hard Tic particles and also the contact between tool materials on the contact surface of the workpiece. Recent mathematical and computational advances have fashioned a number of researches focusing on several aspects of modeling and analysis of surface finish .Many literatures indicatethat, some parameters which affect the surface finish during turning process . surface finish parameters during machining of Al6065-Tic composite is verified .With this overall view, the present work is about to study the surface finish with different parameters.L9 orthogonal array is selected to conduct the experiments . Keywords: Turning ,Al-Tic composite, Taguchi method, machinability. 1.INTRODUCTION Al-Tic composites are studied through by literature survey .The effect of machining parameters on maching of Al6065- 10%TiC composites are studied .The effect of turning parameters are studied .ANOVA tool is used for analyzing and verifying the practical works. Probability plots are studied for residuals(errors) 2.LITERATURE SURVEY: Jianxin Deng. et al (2007):Above researcher conduct experiments on Al2o3-TiC ceramic composites with the additions of CaF2 and the ceramic composites exhibitedself lubricating. R.Landfried .et al: Above researcher conduct experiments on processing of extrusion requires mold materials with high wear resistance ,high quality of the manufactured products and high performance ,toughness.S.Gopalakannan et al.(2011): Above researcher conduct experimentsonnewlyfabricatedmetal matrix nano- composite was prepared by a novel ultrasonic cavitation method.Finally EWR and SR using desirability function approach.Belete sirahbizu yigezu. et al(2013):Above researcher conduct the experiments on situ synthesizedof full factorial design.Multi response and control factors. Research Gap:Above researcher is not done with surface finish was identified as 1000rpm speed,ANOVAanalysis,the significant parameters were identified as speed and feed with higher percentage contribution and is not done level combination for minimum surface finish was identified as 1000rpm speed ,0.05 mm/min feed and 0.5 mm depth ofcut and not researched over the significant parameters were identified as speed and feed with higher percentage contribution 3.EXPERIMENTAL DETAILS 3.1 CNC lathe settings Fig.1.Flat bed CNC lathe CK-6130 Machine Features: Max.swing over bed 300mm Max. processing Length 290 mm chuck / 400 mm collet Spindle speed of 150 - 2500 rpm for fast machining for large jobs Machine available with 4 station Gang type tool post
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 53 Machine Dimension 1750*1200*15700 mm X/Z axis Torque 4/4 N.m X/Z axis Fast Feeding speed 8/10 m/min spring Chuck and Hydraulic chuck both are available 3.2 PREPARATION OF COMPOSITES SETTINGS: Al 6065 Alloy powder was melted in the furnace and after reaching to the molten stage the TiC reinforcements are added on the weight basis to the molten matrix to produce the composite . Fig.2.Photograph for composite sample AL6065 TiC Fig.3.Photograph for composite machined Table-1.Materials: Matrix Material Al 6065 Reinforcement TiC composite Al 6065+10%TiC Processing Route Stir casting Table-2. composition of Aluminium Alloy 6065 (Matrix)Used for the project: S.NO Aluminium Alloy composition 1 Aluminum,Al 94.4-98.15% 2 Bismuth,Bi 0.50-1.5% 3 Chromium,Cr <=0.15% 4 Copper,Cu 0.15-0.40% 5 Iron,Fe <=0.70% 6 Lead,Pb <=0.05% 7 Magnesium,Mg 0.80-1.2% 8 Manganese,Mn <=0.15% 9 Other,each <=0.05% 10 Other,total <=0.15% 11 Silicon,Si 0.40-0.80% 12 Titanium,Ti <=0.10% 13 Zinc,Zn <=0.25% 14 Zirconium,Zr <=0.15% TITANIUM CARBIDE (TiC) TiC is used on its own for enhance the strength of maching tools .Because of its refractoryness is used in machining . Fig.4.Photograph for Tool (Tungsten carbide) Table-3.properties of TiC S.NO Property Value 1 Density 4900kg/m 2 Electrical resitivity 0.003-0.008Ώ*m 3 Hardness,knoop(KH) 2470 kg/mm.
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 54 4. Methodology Fig.5.Flow chart for work plan Work plan consists of selection of Aluminium 6065-10%TiC material and it will under stir casting process. Machinability parameters to studied like speed ,feed, depth of cut. Metallurgical micro structure analysis to be studied . Fig.6.Taguchi’s method The Taguchi arrays are designed by manually;arrayscanbe found online. The arrays are selected by the states. This is further explained later in this article. Analysis of experiments can be used to select new parameter values through performing chi-squared test to test significance. 5.Result and discussion Table.4. shows the three levels of speed ,feed ,depth of cut for Taguchi design. Three factors are used for study the effects on the output. Table-4. Range of parameters Level speed feed DOC rpm mm/rev mm 01 500 0.05 0.5 02 1000 0.1 0.75 03 1500 0.15 1.0 We have considered L9 orthogonal array to conduct experiment for getting more acceptance details of the said process Table-5. Details of parameters Experim ent Number speed Feed DOC Surface Finish rpm mm/rev mm micron 01 500 0.05 0.5 0.8340 02 500 0.1 0.75 0.9710 03 500 0.15 1.0 0.9950 04 1000 0.05 0.75 0.6210 05 1000 0.1 1.0 0.8430 06 1000 0.15 0.5 1.0750 07 1500 0.05 0.75 1.0245 08 1500 0.1 1.0 1.9560 09 1500 0.15 0.5 1.1870 L9 (3*4) Array. Table -6.Response Table for signal to Noise Ratios, smaller better Level speed Feed DOC 1 0.6253 1.8349 -0.1802 2 1.6645 -1.3628 1.3945 3 -2.5089 -0.6912 -1.4335 Delta 4.1734 3.1976 2.8280 Rank 1 2 3 Speed is getting first rank in response table for signal to noise ratios smaller is better for influencing the output parameters which involving reduction of surfaceroughness.
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 55 Table -7.Response Table for Means Level speed Feed DOC 1 0.9333 0.8265 1.0320 2 0.8463 1.2567 0.8722 3 1.3892 1.0857 1.2647 Delta 0.5428 0.4302 0.3925 Rank 1 2 3 TAGUCHI ANALYSIS: In the present work ,surface finish is taken as the objective and Taguchi chosen to minimize the objective function (i.e roughness value) Fig.7.Main effects plot for SN ratios (Units:speed in Rpm,Feed in mm/rev, DOC in mm) Fig. 8.Main effects plot for means (Units: Speed in RPM ,Feed in mm/rev, DOC in mm) From the main effect plot as shown in Fig.8, it is observed that in order to get minimum surface finish,the optimal process parameters should be in middle level for speed ,low level for feed and middle for depth of cut .Further it is also observed from the main effect plot that speed has the strongest influence on surface finish followed by feed and depth of cut .The speed ,being the predominating factor on surface finish, when increased from 1000rpm to 1500 rpm, for all the feed and depth of cut. Fig.9.Contour plot of surface finish versus speed, feed. From contours shown in fig.9, it is observed that for the materials tested the surface finish is less when the speed is lower than 1000rpm Fig.10.Contour plot of surface finish versus feed, doc When the load is above 1000 rpm, an exceptional surface finish of less is observed only for AA6065-10wt%TiC composite which shows that the AA6065-10wt%TiC composite is having better surface finish thantheotheralloy and composite at higher speed .When the feed is average ,a better surface finish is observed irrespective of the speed as shown in Fig.10
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 56 Fig.11.Contour plot of surface finish versus DOC, speed. Table-8. Analysis of variance for surface Finish , using Adjusted SS for Tests Source DF Seq SS Adj SS AdjMS F P Speed 2 0.5100 0.5100 0.2550 1.92 0.342 Feed 2 0.2815 0.1145 0.0573 0.43 0.698 DOC 2 0.0668 0.0668 0.0334 0.25 0.799 Error 2 0.2651 0.2651 0.1325 Total 8 1.1233 S=0.364047 R-sq=76.40% R-sq(adj)=5.62 Fig.12.Probability plot for surface finish The residuals (errors)are found to be normally distributed along the straight line. 6. Conclusion Effect of machining parameters on machining of Al6065- 10%TiC are studied and conclusions are derived. Detailed literaturesurveyhasbeencarriedoutonprocessing and maching of Al-TiC composites. Al6065 -10%TiC composite have been synthesized through stir casting route. From the main effect plot ,the optimal level combination for minimum surface finish was identified as 1000rpm speed ,0.05 mm/min feed and 0.5 mm depth of cut. From the ANOVA analysis,the significant parameters were identified as speed and feed with higher percentage contribution . The residuals (errors) in the normal probability plot are found. REFERENCES [1] BeleteSirahbizu Yigezu, “modelling the abrasive wear characteristics of in SituAl-12%Si/TiC composites” Vol. 50, Sept. 2013, pp. 277-284. Materials and Design , [2]VelusamySenthilkumar, “Effect of Titanium carbide particle addition in the aluminium composite on EDM process parameters”, vol. 13 ,Issue No: 1, January 2011, pages 60-66,Journal of Manufacturing processes. [3] V.Janakiraman,”Concurrent optimization of machining process parameters and tolerance allocation “,vol.51, Issue No:1,24 march 2010, pp 357-369,The international journal of Advanced manufacturing Technology. [4]Paras kumar ,”Experimental investigation and optimization of EDM process parameters for machining of aluminium boron carbide (Al-B4C)composite “,vol.20,June 2016,Issue No:2,pp.330-348.Machining science & Technology. [5]Ravinder kataria,”Experimental investigation and optimization of machining characteristics in ultrasonic machining of WC-Co composite using GRA method”,vol.31,2016,Issue No:5,pp.685-693.Materials & manufacturing processes. [6]T.Rajmohan,”Experimental investigationandoptimization of machining parameters in drilling of fly ash filled carbon fiber reinforced composites”,Jul.2016,pp.1-10.Particulate science and technology. [7]Upinder kumar yadav,”Experimental investigation and optimization of machiningparametersforsurfaceroughness
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 57 in CNC turning by Taguchi method”,vol.2,Issue No:4,Aug.2012,pp.2060-2065,International journal of engineering research and applications(IJERA). [8]B.Rajesh kumar lodhi,”Optimization of machining parameters in EDM of CFRP composite using Taguchi technique”,vol.5,Issue No:10,Oct.2014,pp.70-77,PP.70- 77.International Journal of mechanical engineering and technology(IJMET). [9]Ravinder kataria ,”Experimental invstigationintothe hole quality in ultrasonic machining of WC-Co composite “,vol.30,Issue No:07,July.2015,pp.921-933.Materials and manufacturing processes. [10]Ravinder kataria ,”Ultrasonic machining of CNC-Co composite material :Experimental investigation & optimizationusingstatistical techniques“,feb.2016.Research article.
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