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Effect of Machining Parameters on Surface Roughness and Material Removal Rate During Rotary Ultrasonic Machining of Silicon Carbide
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Effect of Machining Parameters on Surface Roughness and Material Removal Rate During Rotary Ultrasonic Machining of Silicon Carbide
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2324 EFFECT OF MACHINING PARAMETERS ON SURFACE ROUGHNESS AND MATERIAL REMOVAL RATE DURING ROTARY ULTRASONIC MACHINING OF SILICON CARBIDE Cini Babuji1, Dr. N Santhosh Kumar2, K Vijayan3, G NagamalleswaraRao 4, Joji J Chaman5 1Mtech student, Dept. of Mechanical Engineering, NSS college of Engineering, Kerala, India 2Professor, Dept. of Mechanical Engineering, NSS college of Engineering, Kerala, India 3Scientist/Engineer SF, ISRO Inertial Systems Unit, Vattiyoorkavu, TVM, India 4Scientist/Engineer SE, ISRO Inertial Systems Unit, Vattiyoorkavu, TVM, India 5Scientist/Engineer G, ISRO Inertial Systems Unit, Vattiyoorkavu, TVM, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract -Byconventional machiningprocess, machiningof brittle components with high precision and high surfacefinish is difficult. Also, it is costly due to long time processing. So, vibration assisted machining is introduced for this purpose. A vibration will be given to workpiece or tool which facilitates intermittent cutting rather than continuous cutting. Rotary ultrasonic machining is a type ofvibrationassistedmachining. This helps in reducing cutting forces and temperature. By this process better surface finish, accuracy and high precision can be obtained at low cost. It also helps in machining of brittle materials without any damage. In this paper, theoptimisation of parameters related to the rotary ultrasonic machining of Silicon Carbide is taken up. Silicon Carbide is a highly brittle material which is difficult for conventional machining. It is having a wide range of application in aerospace industry like space mirrors etc. Various parameters involved in rotary ultrasonic machining of silicon carbide is investigated for obtaining better surface finish and higher material removal rate. Minitab 17 is used for design of experiments andTaguchi method is used for analysis. Confirmatory test is conducted to validate the results and it is also validated through Scanning Electron Microscope (SEM) imaging. Key Words: Rotary Ultrasonic machining, Silicon Carbide, Minitab 17, Taguchi method, Scanning Electron Microscope 1. INTRODUCTION Silicon Carbide is considered asanimportantmaterial which can be used in harsh environments like that in aerospace, nuclear, military fields and so on. However it is a difficult to cut this material due to its low fracture toughness. Machining techniques for SiC include electrical discharge machining, electrical discharge milling, machining with diamond tools, ultrasonic machining, plasma chemical vaporization machining, laser beam machining, etc. These are time consuming and high cost methods. In this paper, Rotary Ultrasonic Machining is used for performing machining of Silicon Carbide (SiC). Rotary Ultrasonic Machining (RUM) is a hybrid of conventional grinding process combined with ultrasonic vibration which is a non- traditional machining process. RUM offers a convenient and less expensive way of machining hard and brittle materials. RUM was primarily used to drill brittle materials using core drill [1]. Then this was extended to surface machining also. Liu et al. developed a cutting force model for RUM on brittle material [2]. Prediction of subsurface damage (SSD) in Rotary Ultrasonic Face Milling (RUFM) on optical glass was also conducted [3]. It showed reduction in SSD depth and cutting forces due to RUFM. RUMonvariousbrittlematerials showed a reduced cutting forces [1, 2], better surface finish [4, 5, 7], and higher material removal rate [5, 6, 8] with various cutting parameters. Dimensional accuracy and surface finish are the major consideration in most of the industries as quality has to be maintained in all the stages of manufacturing. To achieve this, proper selection ofprocessparametersisveryessential. Optimization helps in maximizing performance parameters within the available process variables.Thestudyaimson the optimization of various process parameters in Rotary Ultrasonic Machining of SiC using Taguchi method of analysis. 2. DUCTILE REGIME BRITTLE MACHINING In conventional machining of brittle materials, brittle fracture is the phenomenon of material removal but in the case of RUM, ductile regime brittle fracture is the phenomenon occurring. Because of the intermittent cutting, fracture in Brittle – Ductile Transition occurs in RUM. When the depth of cut is maintained in a very low value, it is possible to cut brittle material as they are ductile one [9]. When the depth of cut is small, conventional machining process becomes uneconomical. By rotary ultrasonic machining it is possible to achieve the same process at higher depth of cut. This in turn increases the material removal rate and reduces machining time. Liu et al. [10, 13] found that there was a transition from ductile mode to brittle mode inboththeconventional cutting and Ultrasonic Vibration Assisted Cutting (UVA cutting),but
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2325 the critical depth of cut in UVA cutting was several times larger. In addition, the material removal ratio (thevolumeof material removal to the volume of the machined groove) in UVA grooving is close to 1, indicating a reduction on ploughing effect by the ultrasonic vibration. Moriwaki et al. [11] machined soda-lime glass with 1D Vibration Assisted Machining (VAM) and maintained ductile cutting to a depth of 1.4µm, an improvement of almost seven times over the critical depth of cut in conventional cutting. Negishi [12] performed groove cutting experiments on silicon carbide with 2D VAM and maintainedductilecuttingto3.5µmdepth. 3. EXPERIMENTAL CONDITIONS AND PROCEDURE Experiment was conducted on DMG Mori Ultrasonic 60 eVo Rotary Ultrasonic Machining centre. Thework material used for experiment is sintered silicon carbide. Milling tool (with metal bonded diamond abrasives) of diameter 3mm (MT Do3-06-8-9-D91H) was used. The coolant used was soluble oil (1:20). Experimental setup is shown in fig 1. Figure 1: Experimental Setup The workpiece is bonded on a fixture as shown in fig 2 and this fixture is used for clamping the workpiece on the machine table. The surface roughness was measured across feed direction using Taylor/Hobson form talysurf (fig 3). Microhite was used for measuring actual depth of cut for calculating material removal rate. Taguchi’s L18 OA was chosen for work. Figure 2: Workpiece Bonded on Fixture Figure 3: Experimental setup for measurement of surface roughness 3.1 Parameters and Levels The input parameters selected for machining are frequency (Hz) of spindle vibration, spindle speed (rpm), feed rate (mm/min), and depth of cut (µm). The cutting parameter level selected is shown in table 1. The Taguchi’s L18 OA is shown in table 2
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2326 Table 1: Cutting parameter levels Levels Frequency of vibration (Hz) Spindle Speed (rpm) Feed Rate (mm/min) Depth of cut (µm) Level 1 0 1500 100 30 Level 2 41430 2000 150 40 Level 3 - 2500 200 50 Table -2: Design of Experiments Exp no Frequency of vibration(Hz) Spindle Speed (rpm) Feed Rate (mm/min) Depth of cut (µm) 1 0 1500 100 30 2 0 1500 150 40 3 0 1500 200 50 4 0 2000 100 30 5 0 2000 150 40 6 0 2000 200 50 7 0 2500 100 40 8 0 2500 150 50 9 0 2500 200 30 10 41430 1500 100 50 11 41430 1500 150 30 12 41430 1500 200 40 13 41430 2000 100 40 14 41430 2000 150 50 15 41430 2000 200 30 16 41430 2500 100 50 17 41430 2500 150 30 18 41430 2500 200 40 3.2 Experiment Rectangular workpiece of silicon carbide having dimension 25mm×30mm was used. It is bonded on a fixture using glue (pitch) for clamping it on the machine table. Machining was carried out and various output parameters like surface roughness and actual depth of cut (for material removal rate) were measured. 3.3 Data Analysis Surface roughness was measured after every machining experiment. Material Removal Rate (MRR) has been calculated from the difference in height before and after machining. Taguchi method of analysis was used for the study. S/N ratio was calculated for eachoftheresponses. For all surface roughness parameters, criterion selected was “Lower the better” and for MRR it was “Higher the better”. The S/N ratio for each parameter level is calculated by averaging the S/N ratios obtained when the parameter is maintained at that level. Table 3: Experimental Results Exp no Actual Depth of cut (µm) Surface roughness, Ra (µm) MRR (mm3/min) 1 21.5 0.4063 6.4500 2 20.0 0.2807 8.9982 3 15.2 0.2597 9.1200 4 22.0 0.4598 6.6000 5 27.5 0.2666 12.3725 6 13.5 0.2043 8.1000 7 28.8 0.1564 8.6400 8 11.8 0.1559 5.3089 9 18.0 0.3901 10.8000 10 42.3 0.9052 12.6900 11 14.0. 0.2666 6.2987 12 21.3 0.2798 12.7800 13 25.6 0.0893 7.6800 14 20.8 0.3367 9.3581 15 12.0 0.2920 7.2000 16 21.2 0.1144 6.3600 17 11.0 0.1759 4.9490 18 26.3 0.1460 15.7800 S/N ratio was calculated using the equations given below. Equation (1) is for lower the better condition and equation (2) is for higher the better condition. (1) (2)
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2327 Table 4: S/N ratio of parameters Exp no S/N Ratio for surface roughness S/N Ratio for Material Removal Rate 1 7.8231 16.1912 2 11.0352 19.0831 3 11.7106 19.1999 4 6.7486 16.3909 5 11.4828 21.8491 6 13.7946 18.1697 7 16.1152 18.7302 8 16.1431 14.5001 9 8.1765 20.6685 10 0.8651 22.0692 11 11.4827 15.9850 12 11.0630 22.1306 13 20.9829 17.7072 14 9.4551 19.4238 15 10.6923 17.1466 16 18.8314 16.0691 17 15.0946 13.8903 18 16.7129 23.9621 Table 5 and figure 4 showstheoptimumlevelsofparameters to achieve high surface finish. The optimal combination of levels of parameters to get low value of surface roughness (Ra) is Level 2- Level 3 – Level 2 – Level 2 within tested range. Figure 4: Main effect plot for S/N Ratios of Surface Roughness vs. performance measures Table 5: Data mean of S/N Ratio of Surface Roughness Levels Factors Frequency Spindle Speed Feed Depth of cut 1 11.448 8.997 11.894 10.003 2 12.798 12.193 12.449 14.565 3 - 15.179 12.025 11.800 Optimum level 2 3 2 2 Variation 1.350 6.182 0.555 4.562 Rank 3 1 4 2 Table 6 and figure 5 showstheoptimumlevelsofparameters to achieve high MRR. The optimal combination of levels of parameters to get low value of MRR is Level 2- Level 1 – Level 3 – Level 2 within tested range. Figure 5: Main effect plot for S/N Ratios of MRR vs. performance measures Table 6: Data mean of S/N Ratio of Material Removal Rate Levels Factors Frequency Spindle Speed Feed Depth of cut 1 18.310 19.110 17.860 16.710 2 18.710 18.450 17.460 20.580 3 - 17.970 20.210 18.240 Optimum level 2 1 3 2 Variation 0.400 1.140 2.760 3.860 Rank 4 3 2 1
5.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2328 A confirmatory test is also conductedfortheseoptimal levels alone for minimum surface finish and maximum material removal rate. 4. CONFIRMATORY TEST A confirmatory test was conducted to validate the results obtained for the Taguchi method of analysis. Two methods where used for confirmatory tests – experimental method and SEM analysis 4.1 Experimental Analysis In experimental analysis, the optimum combination of parameters obtained from Taguchi method was again used for confirmatory test. In the confirmatory test, machining was done with and without vibration. The table 7 shows the experimental results. Table 7: Confirmatory Test Results Optimu m parame ter Freque ncy (Hz) Spin dle spee d (rpm ) Feed Rate (mm/ min) Dep th of Cut (µm ) Surface Roughn ess, Ra Materi al Remov al Rate, (mm/ min) For Surface Rough ness 41430 2500 150 40 0.1391 10.348 0 2500 150 40 0.2981 9.448 For Materi al Remov al Rate 41430 1500 200 40 0.3143 15.720 0 1500 200 40 0.4053 15.000 From the table it is clear that better surface finishandhigher material removal rates are obtained in the optimum levels obtained by Taguchi method of analysis. 4.2 Scanning Electron Microscope (SEM) Image Analysis Second method usedforconfirmatorytestwasbySEMimage analysis. In this method, the SEM images of the machined area were used to determine the surface undulations. Fig 6 and fig 7 shows the SEM images. Figure 6: SEM image of area machined without vibration Figure 7: SEM image of area machined with vibration The parameters used for machining were the optimum parameters derived to achieve high surface roughness obtained by S/N ratio analysis. Machining was done with vibration and without vibration to identify the effect of vibration on the machined area. From the figures it is clear that a smoother surface is obtained when the machining is done with vibration. The major aim of this confirmatory test was to justify the results obtained by S/N ratio analysis. 5. CONCLUSIONS This paper presents a research work on various cutting parameters affecting the surface roughness and material removal rate in rotary ultrasonic machining on Silicon carbide material. The study indicates that 1. For maximum surface finish the optimum combination of parameters are frequency – 41430 Hz, Spindle speed – 2500 rpm, Feed – 150 mm/min, Depth of cut - 40µm.
6.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 06 | June -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2329 2. For maximum material removal rate the optimum combination of parameters are frequency – 41430 Hz, Spindle speed – 1500 rpm, Feed – 200 mm/min,Depthof cut - 40µm. An orthogonal array with Taguchi analysis was used to optimize performance characteristics in the RUM of SiC.The results show the effect of frequency, spindle speed, feed and depth of cut on the output parameters. The results obtained were validated using experimental method and SEM analysis. ACKNOWLEDGEMENT The authors are thankful to ISRO Inertial Systems Unit, Thiruvananthapuram and NSS College of Engineering, Palakkad for providing facilities for researchandconducting experiments. REFERENCES [1] N. Qin, Z.J. Pei, C. Treadwell, D.M. Guo: “Physics-based predictive cutting force model in ultrasonic-vibration- assisted grinding for titanium drilling”,Journal of Manufacturing Science and Engineering, Vol. 131 (2009), pp.041011-9. [2] D.Liu, W. L. Cong, Z. J .Pei, andY. J. Tang, “A cutting force model for rotary ultrasonic machining of brittle materials”, International Journal of Machine Tools and Manufacturevol.52, 2011,pp.77–84. [3] J.J Wang, C. Zhang, P Feng, and J Zhang, “A model for prediction of subsurface damage in rotary ultrasonic face milling of optical K9 glass”,International Journal of Advanced Manufacturing Technology, 2015. [4] C Zhang, P. Feng, S. Zheng, Z. Wu, and D. Yu, “Experimental investigation of rotary ultrasonic face milling of K9 glass”,Advanced Materials Research Vols. 230-232 (2011) pp. 644-648. [5] S. Zheng and X. Xu, “Experimental investigation on ultrasonic face machining of glass with free abrasives”,Key Engineering Materials Vols. 375-376 (2008) pp. 268-273. [6] Z. J. Pei and P. M. Ferreira, “An experimental investigation of rotary ultrasonic face milling”, International Journal ofMachineToolsandManufacture Vol. 39, 1999, pp. 1327-1344. [7] M. R Razfar, P Sarvi, and M. M. A. Zarchi, “Experimental investigation of surfaceroughnessinultrasonic-assisted milling”, Journal of Engineering Manufacture,Vol. 225,2011, pp. 1615-1620. [8] Z. J. Pei and P. M. Ferreira, “Modeling of ductile-mode material removal in rotary ultrasonic machining”, International Journal of Machine Tools and Manufacture, vol 38 (1998), pp. 1399–1418 [9] J. B. Chen, Q. H. Fang, C.C. Wang, J. K. Du, and F. Liu, “Theoretical study on brittle-ductile transition behaviour inelliptical ultrasonic assisted grinding of hard brittle materials”, Precision Engineering, 2016. [10] Liu K, Li XP, Rahman M (2008) “Characteristics of ultrasonic vibration-assisted ductile mode cutting of tungsten carbide”. International Journal of Advanced Manufacturing Technology 35:833–841 [11] Moriwaki T, Shamoto E, Inoue K. Ultraprecision ductile cutting of glass by applying ultrasonic vibration. CIRP Ann 1992:41. [12] Negishi N. “Elliptical vibration-assisted machining with single crystal diamond tools”. MS thesis. North Carolina State University; 2003. [13] Liu K, Li XP, Rahman M et al (2004) “Study of ductile mode cutting in grooving of tungsten carbide with and without ultrasonic vibration assistance”. International Journal of AdvancedManufacturingTechnology24:389– 394 [14]
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