Optimization and Modeling of Material Removal Rate in Wire-EDM of Silicon Particle Reinforced Al6061 Composite

Deepak Doreswamy; Anupkumar M Bongale; Marcin Piekarski; Arunkumar Bongale; Satish Kumar; Danil Yurievich Pimenov; Khaled Giasin; Krzysztof Nadolny

doi:10.3390/ma14216420

Optimization and Modeling of Material Removal Rate in Wire-EDM of Silicon Particle Reinforced Al6061 Composite

Materials (Basel). 2021 Oct 26;14(21):6420. doi: 10.3390/ma14216420.

Authors

Deepak Doreswamy¹, Anupkumar M Bongale², Marcin Piekarski³, Arunkumar Bongale⁴, Satish Kumar^{4

5}, Danil Yurievich Pimenov⁶, Khaled Giasin⁷, Krzysztof Nadolny⁸

Affiliations

¹ Department of Mechatronics Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, India.
² Department of Computer Science and Information Technology, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Lavale, Pune 412115, Maharashtra, India.
³ Mathematic and Physics Department, Gdansk University of Technology, G. Narutowicza 11/12, 80-233 Gdansk, Poland.
⁴ Department of Mechanical Engineering, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Lavale, Pune 412115, Maharashtra, India.
⁵ Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed university), Lavale, Pune 412115, Maharashtra, India.
⁶ Department of Automated Mechanical Engineering, South Ural State University, Lenin Prosp. 76, 454080 Chelyabinsk, Russia.
⁷ School of Mechanical and Design Engineering, University of Portsmouth, Portsmouth PO1 3DJ, UK.
⁸ Department of Production Engineering, Faculty of Mechanical Engineering, Koszalin University of Technology, Racławicka 15-17, 75-620 Koszalin, Poland.

Abstract

The mechanical, physical and interfacial properties of aluminum alloys are improved by reinforcing the silicon carbide particles (SiC_p). Machinability of such alloys by traditional methods is challenging due to higher tool wear and surface roughness. The objective of research is to investigate the machinability of SiC_p reinforced Al6061 composite by Wire-Electrical Discharge Machining (wire-EDM). The effect of wire-EDM parameters namely current (I), pulse-on time (T_on), wire-speed (W_s), voltage (I_v) and pulse-off time (T_off) on material removal rate (MRR) is investigated and their settings are optimized for achieving the high MRR. The experiments are designed by using Taguchi L₁₆ orthogonal arrays. The MRR obtained at different experiments are analyzed using statistical tools. It is observed that all the chosen process parameters showed significant influence of on the MRR with contribution of 27.39%, 22.08%, 21.32%, 15.76% and 12.94% by I, I_v, T_off, T_on and W_s, respectively. At optimum settings, the Wire-EDM resulted in MRR of 65.21 mg/min and 62.41 mg/min for samples with 4% and 8% SiC_p. The results also indicated reinforcing SiC_p upto 8% showed marginally low influence on MRR. Microstructural investigation of the cut surface revealed the presence of craters with wave pattern on its surface. The top surface of the crater is featured by the recast layers connecting adjacent craters. Further, the statistical model is developed using linear regression to predict the MRR (?²-73.65%) and its predicting accuracy is verified by the confirmation trials. The statistical model is useful for predicting the MRR for different settings of the process parameters. The optimized settings can be used to improve the machining productivity by increasing the MRR while machining of Al6061-SiC_p (upto 8 wt. %) alloy by wire-EDM industries.

Keywords: Wire-Electrical Discharge Machining (Wire-EDM); aluminium composite; material removal rate; silicon carbide particles; taguchi method; wire speed.