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Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) 2/2023

02-01-2023 | Original Paper

Multi-objective optimization of wire-EDM of Inconel 625 by using desirability function approach

Authors: Swastik Kumar Kar, Pradeep Kumar Mishra, Anshuman Kumar Sahu, Siba Sankar Mahapatra, Joji Thomas

Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) | Issue 2/2023

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Abstract

Wire electro-discharge machining (Wire-EDM) is one of the most versatile and efficient manufacturing process to machine difficult-to-cut materials. In this experiment, wire-EDM of Inconel 625 work piece material is performed by using zinc coated brass wire as wire electrode and distilled water as dielectric fluid. Input parameters taken during experimentation are pulse-on-time (Ton), pulse-off-time (Toff), and servo voltage (Sv). Here, experiments are conducted as per Taguchi’s experimental design i.e. L9 orthogonal array to study the effect of machining parameters on the output responses. To access the machining performance of the wire-EDM process during machining of Inconel 625, the output responses considered are material removal rate (MRR), kerf width (Kw), and average surface roughness (Ra) of the machined surface. For multi-objective optimization of these output responses during the wire-EDM process, desirability function approach is used to achieve better machining performance i.e. higher MRR, lower Kw and lower Ra. The optimum parametric setting for better machining performance is obtained to be Ton = 18 µm, Toff = 53 µm, Sv = 23 V. Also, analysis of variance (ANOVA) is performed to study the influence of machining parameters on the overall output performance (composite desirability). Here, pulse-on-time is found to be the highest significant factor with percentage contribution of 64.14% for composite desirability.

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Literature
2.
go back to reference Sahoo, S.K., Bara, A., Sahu, A.K., Mahapatra, S.S., Kiran, D.S., Teja, G.S., Teja, E.S., Reddy, S.P.: Analysis and optimization of wire edm process of titanium by using gra methodology. Mater. Sci. Forum. 969, 678–684 (2019)CrossRef Sahoo, S.K., Bara, A., Sahu, A.K., Mahapatra, S.S., Kiran, D.S., Teja, G.S., Teja, E.S., Reddy, S.P.: Analysis and optimization of wire edm process of titanium by using gra methodology. Mater. Sci. Forum. 969, 678–684 (2019)CrossRef
3.
go back to reference Majumder, H., Maity, K.: Optimization of machining condition in WEDM for titanium grade 6 using MOORA coupled with PCA—A multivariate hybrid approach. J. Adv. Manuf. Syst. 16(2), 81–99 (2017)CrossRef Majumder, H., Maity, K.: Optimization of machining condition in WEDM for titanium grade 6 using MOORA coupled with PCA—A multivariate hybrid approach. J. Adv. Manuf. Syst. 16(2), 81–99 (2017)CrossRef
4.
go back to reference Majumder, H., Maity, K.: Performance analysis in WEDM of titanium grade 6 through process capability index. World J. Eng. 17(1), 144–151 (2020)CrossRef Majumder, H., Maity, K.: Performance analysis in WEDM of titanium grade 6 through process capability index. World J. Eng. 17(1), 144–151 (2020)CrossRef
5.
go back to reference Chaudhary, T., Siddiquee, A.N., Chanda, A.K., Abidi, M.H., Al-Ahmari, A.: Multi-response optimization for Nimonic alloy miniature gear fabrication using wire electrical discharge machining. Adv. Mech. Eng. 12(10), 1–13 (2020)CrossRef Chaudhary, T., Siddiquee, A.N., Chanda, A.K., Abidi, M.H., Al-Ahmari, A.: Multi-response optimization for Nimonic alloy miniature gear fabrication using wire electrical discharge machining. Adv. Mech. Eng. 12(10), 1–13 (2020)CrossRef
6.
go back to reference Mandal, A., Dixit, A.R., Chattopadhyaya, S., Paramanik, A., Hloch, S., Królczyk, G.: Improvement of surface integrity of Nimonic C 263 super alloy produced by WEDM through various post-processing techniques. Int. J. Adv. Manuf. Technol. 93(1–4), 433–443 (2017)CrossRef Mandal, A., Dixit, A.R., Chattopadhyaya, S., Paramanik, A., Hloch, S., Królczyk, G.: Improvement of surface integrity of Nimonic C 263 super alloy produced by WEDM through various post-processing techniques. Int. J. Adv. Manuf. Technol. 93(1–4), 433–443 (2017)CrossRef
7.
go back to reference Kumar, U.A., Saidulu, G., Laxminaryana, P.: Experimental investigation of process parameters for machining of nimonic alloy 75 using wire-cut edm. Mater. Today Proc. 27, 1362–1368 (2020)CrossRef Kumar, U.A., Saidulu, G., Laxminaryana, P.: Experimental investigation of process parameters for machining of nimonic alloy 75 using wire-cut edm. Mater. Today Proc. 27, 1362–1368 (2020)CrossRef
8.
go back to reference Goyal, A., Pandey, A., Sharma, P.: Investigation of Surface Roughness for Inconel 625 using Wire Electric Discharge Machining. In: IOP Conference Series: Materials Science and Engineering 377(1) (2018) Goyal, A., Pandey, A., Sharma, P.: Investigation of Surface Roughness for Inconel 625 using Wire Electric Discharge Machining. In: IOP Conference Series: Materials Science and Engineering 377(1) (2018)
9.
go back to reference Nayak, B.B., Mahapatra, S.S.: Optimization of WEDM process parameters using deep cryo-treated Inconel 718 as work material. Eng. Sci. Technol. Int. J. 19(1), 161–170 (2016) Nayak, B.B., Mahapatra, S.S.: Optimization of WEDM process parameters using deep cryo-treated Inconel 718 as work material. Eng. Sci. Technol. Int. J. 19(1), 161–170 (2016)
10.
go back to reference Majumder, H., Maity, K.: Multi-Response Optimization of WEDM Process Parameters Using Taguchi Based Desirability Function Analysis. In: IOP Conference Series: Materials Science and Engineering. 338(1) (2018) Majumder, H., Maity, K.: Multi-Response Optimization of WEDM Process Parameters Using Taguchi Based Desirability Function Analysis. In: IOP Conference Series: Materials Science and Engineering. 338(1) (2018)
11.
go back to reference Sahoo, S.K., Naik, S.S., Rana, J.: Optimisation of WEDM process parameters during machining of HCHCr steel using TOPSIS method. Int. J. Process. Manage. Benchmark. 9(2), 216–231 (2019)CrossRef Sahoo, S.K., Naik, S.S., Rana, J.: Optimisation of WEDM process parameters during machining of HCHCr steel using TOPSIS method. Int. J. Process. Manage. Benchmark. 9(2), 216–231 (2019)CrossRef
12.
go back to reference Tonday, H.R., Tigga, A.M.: An empirical evaluation and optimization of performance parameters of wire electrical discharge machining in cutting of Inconel 718. Measurement 140, 185–196 (2019)CrossRef Tonday, H.R., Tigga, A.M.: An empirical evaluation and optimization of performance parameters of wire electrical discharge machining in cutting of Inconel 718. Measurement 140, 185–196 (2019)CrossRef
13.
go back to reference Babu, N.K., Karthikeyan, R., Punitha, A.: An integrated ANN—PSO approach to optimize the material removal rate and surface roughness of wire cut EDM on INCONEL 750. Mater. Today Proc. 19, 501–505 (2019)CrossRef Babu, N.K., Karthikeyan, R., Punitha, A.: An integrated ANN—PSO approach to optimize the material removal rate and surface roughness of wire cut EDM on INCONEL 750. Mater. Today Proc. 19, 501–505 (2019)CrossRef
14.
go back to reference Li, L., Guo, Y.B., Wei, X.T., Li, W.: Surface integrity characteristics in wire-EDM of inconel 718 at different discharge energy. Procedia CIRP 6, 220–225 (2013)CrossRef Li, L., Guo, Y.B., Wei, X.T., Li, W.: Surface integrity characteristics in wire-EDM of inconel 718 at different discharge energy. Procedia CIRP 6, 220–225 (2013)CrossRef
15.
go back to reference Devarasiddappa, D., Chandrasekaran, M., Sambandam, M.T.: Multi performance optimization in wire cut EDM of inconel 825 using desirability function coupled with analytical hierarchy process. Mater. Today Proc. 5, 11531–11547 (2018)CrossRef Devarasiddappa, D., Chandrasekaran, M., Sambandam, M.T.: Multi performance optimization in wire cut EDM of inconel 825 using desirability function coupled with analytical hierarchy process. Mater. Today Proc. 5, 11531–11547 (2018)CrossRef
18.
go back to reference Kumar, V., Jangra, K.K., Kumar, V., Sharma, N.: WEDM of nickel based aerospace alloy: optimization of process parameters and modelling. Int. J. Interact. Des. Manuf. 11, 917–929 (2017)CrossRef Kumar, V., Jangra, K.K., Kumar, V., Sharma, N.: WEDM of nickel based aerospace alloy: optimization of process parameters and modelling. Int. J. Interact. Des. Manuf. 11, 917–929 (2017)CrossRef
19.
go back to reference Goyal, A.: Investigation of material removal rate and surface roughness during wire electrical discharge machining (WEDM) of Inconel 625 super alloy by cryogenic treated tool electrode. J. King Saud Univ. Sci. 29(4), 528–535 (2017)CrossRef Goyal, A.: Investigation of material removal rate and surface roughness during wire electrical discharge machining (WEDM) of Inconel 625 super alloy by cryogenic treated tool electrode. J. King Saud Univ. Sci. 29(4), 528–535 (2017)CrossRef
20.
go back to reference Abhishek, K., Datta, S., Biswal, B.B., Mahapatra, S.S.: Machining performance optimization for electro-discharge machining of Inconel 601, 625, 718 and 825: an integrated optimization route combining satisfaction function, fuzzy inference system and Taguchi approach. J. Braz. Soc. Mech. Sci. Eng. 39(9), 3499–3527 (2017)CrossRef Abhishek, K., Datta, S., Biswal, B.B., Mahapatra, S.S.: Machining performance optimization for electro-discharge machining of Inconel 601, 625, 718 and 825: an integrated optimization route combining satisfaction function, fuzzy inference system and Taguchi approach. J. Braz. Soc. Mech. Sci. Eng. 39(9), 3499–3527 (2017)CrossRef
21.
go back to reference Nadupuru, R., Suman, K.N.S.: Experimental investigation and evaluation of EDM characteristics of inconel 718 material with and without assistance of magnet. Int. J. Interact. Des. Manuf. 15, 225–238 (2021)CrossRef Nadupuru, R., Suman, K.N.S.: Experimental investigation and evaluation of EDM characteristics of inconel 718 material with and without assistance of magnet. Int. J. Interact. Des. Manuf. 15, 225–238 (2021)CrossRef
22.
go back to reference Sahu, A.K., Chatterjee, S., Nayak, P.K., Mahapatra, S.S.: Study on effect of tool electrodes on surface finish during electrical discharge machining of Nitinol. In: IOP Conference Series: Materials Science and Engineering 338(1) (2018) Sahu, A.K., Chatterjee, S., Nayak, P.K., Mahapatra, S.S.: Study on effect of tool electrodes on surface finish during electrical discharge machining of Nitinol. In: IOP Conference Series: Materials Science and Engineering 338(1) (2018)
23.
go back to reference Majumder, H., Maity, K.: Prediction and optimization of surface roughness and micro-hardness using grnn and MOORA-fuzzy-a MCDM approach for nitinol in WEDM. Measurement 118, 1–13 (2018)CrossRef Majumder, H., Maity, K.: Prediction and optimization of surface roughness and micro-hardness using grnn and MOORA-fuzzy-a MCDM approach for nitinol in WEDM. Measurement 118, 1–13 (2018)CrossRef
24.
go back to reference Sahu, A.K., Mahapatra, S.S.: Optimization of surface roughness parameters by different multi-response optimization techniques during electro-discharge machining of titanium alloy. In: Kumar, K., Kumari, N., Davim, J.P. (eds.) Non-Conventional Machining in Modern Manufacturing Systems, pp. 188–201. IGI Global, Hershey (2019) Sahu, A.K., Mahapatra, S.S.: Optimization of surface roughness parameters by different multi-response optimization techniques during electro-discharge machining of titanium alloy. In: Kumar, K., Kumari, N., Davim, J.P. (eds.) Non-Conventional Machining in Modern Manufacturing Systems, pp. 188–201. IGI Global, Hershey (2019)
25.
go back to reference Bara, A., Sahoo, S.K., Naik, S.S., Sahu, A.K., Mahapatra, S.S.: Multi response optimization of Nd:YAG laser micro drilling characteristics of 304 stainless steel using desirability function approach. Mater. Today Proc. 5(9), 18975–18982 (2018)CrossRef Bara, A., Sahoo, S.K., Naik, S.S., Sahu, A.K., Mahapatra, S.S.: Multi response optimization of Nd:YAG laser micro drilling characteristics of 304 stainless steel using desirability function approach. Mater. Today Proc. 5(9), 18975–18982 (2018)CrossRef
Metadata
Title
Multi-objective optimization of wire-EDM of Inconel 625 by using desirability function approach
Authors
Swastik Kumar Kar
Pradeep Kumar Mishra
Anshuman Kumar Sahu
Siba Sankar Mahapatra
Joji Thomas
Publication date
02-01-2023
Publisher
Springer Paris
Published in
International Journal on Interactive Design and Manufacturing (IJIDeM) / Issue 2/2023
Print ISSN: 1955-2513
Electronic ISSN: 1955-2505
DOI
https://doi.org/10.1007/s12008-022-01184-6

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