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Experimental Studies in Micro Channelling on Borosilicate Glass Using RSM Optimization Technique

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Abstract

The electrochemical discharge machining (ECDM) is a preferred process for micromachining non-conducting materials since it has several desirable properties such as good material removal rates and surface roughness. It is an emerging technology having numerous applications. It is a thermal process, which produces some heat affected zones, which lead to lower thermal conductivity and higher chemical reactivity within the electrolyte. These properties lead to a reduction in tool life, while machining. In the presented work, ECDM was employed in machining borosilicate glass, and the technique of “Response Surface Methodology (RSM)” was attempted. Using different process parameters, i.e., applied voltage, electrolyte concentration, tool feed and tool rotation; optimization was carried out. Thus the relations between input and response parameters have been established for minimizing the values of tool wear (cathode and anode wear). RSM results illustrated good agreement with the experimental values. Scanning electron microscopy (SEM) was carried out for closely investigating the heat affected zones. In the illustrated experimnental condictions, tool wear (0.5 mg) and material removal (2.5 mg) were the most influencing parameters amongst others.

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References

  1. Kulkarni A, Sharan R, Lal GK (2002 Aug 1) An experimental study of discharge mechanism in electrochemical discharge machining. Int J Mach Tools Manuf 42(10):1121–1127

    Article  Google Scholar 

  2. Charak A, Jawalkar CS (2017 Oct 1) Technological landscaping on electro chemical discharge machining of non-conducting materials. i-Manager's J Material Sci 5(3):31

    Article  Google Scholar 

  3. Ghosh A (1997 Jun 1) Electrochemical discharge machining: principle and possibilities. Sadhana. 22(3):435–447

    Article  CAS  Google Scholar 

  4. Jawalkar CS, Sharma AK, Kumar P (2014 Jan 1) Investigations on performance of ECDM process using NaOH and NaNO3 electrolytes while micro machining soda lime glass. Int J Manuf Technol Manag 28(1–3):80–93

    Article  Google Scholar 

  5. Gupta PK, Dvivedi A, Kumar P (2015 Jun 1) Developments on electrochemical discharge machining: a review of experimental investigations on tool electrode process parameters. Proceedings of the Institution of Mechanical Engineers Part B-J Engr Manufacture 229(6):910–920

    Article  Google Scholar 

  6. Wüthrich R, Fascio V (2005 Jul 1) Machining of non-conducting materials using electrochemical discharge phenomenon—an overview. Int J Mach Tools Manuf 45(9):1095–1108

    Article  Google Scholar 

  7. Antil P (2018) Experimental analysis on Wear behavior of PMCs reinforced with Electroless coated silicon carbide particulates. Silicon:1–10

  8. Singh M, Singh S (2018) Machining of difficult to cut materials by electrochemical discharge machining (ECDM) process: a state of art approach. InAdvanced manufacturing and materials science. Springer, Cham, pp 139–149

    Google Scholar 

  9. Singh YP, Jain VK, Kumar P, Agrawal DC (1996 Mar 1) Machining piezoelectric (PZT) ceramics using an electrochemical spark machining (ECSM) process. J Mater Process Technol 58(1):24–31

    Article  Google Scholar 

  10. Jain VK, Kalia S, Sidpara AM (2012 Apr 1) Some aspects of fabrication of micro devices by electrochemical micromachining (ECMM) and its finishing by magnetorheological fluid. Int J Adv Manuf Technol 59(9–12):987–996

    Article  Google Scholar 

  11. Kramer D, Rehsteiner F, Schumacher B (1999 Jan 1) ECD (electrochemical in-process controlled dressing), a new method for grinding of modern high-performance cutting materials to highest quality. CIRP Annals-Manufacturing Technology 48(1):265–268

    Article  Google Scholar 

  12. Schöpf M, Beltrami I, Boccadoro M, Kramer D, Schumacher B (2001 Jan 1) ECDM (electro chemical discharge machining), a new method for trueing and dressing of metal bonded diamond grinding tools. CIRP Annals-Manufacturing Technology 50(1):125–128

    Article  Google Scholar 

  13. Ghosh A, Muju MK, Parija S, Kanjrathinkal A (1997 Sep 1) Microwelding using electrochemical discharge. Int J Mach Tools Manuf 37(9):1303–1312

    Article  Google Scholar 

  14. Kulkarni AV, Jain VK (2005 Feb) Micro-fabrication using electrochemical spark. InProceedings of Indo-Japan Workshop, IIT Kanpur 21:21–25

    Google Scholar 

  15. Liu JW, Yue TM, Guo ZN (2010 Jan 1) An analysis of the discharge mechanism in electrochemical discharge machining of particulate reinforced metal matrix composites. Int J Mach Tools Manuf 50(1):86–96

    Article  Google Scholar 

  16. Fascio V, Wuthrich R, Viquerat D, Langen H 3D microstructuring of glass using electrochemical discharge machining (ECDM). InMicromechatronics and Human Science, 1999. MHS'99. Proceedings of 1999 international symposium on 1999, pp 179–183

  17. Lee ES, Howard D, Liang E, Collins SD, Smith RL (2004 Jan 19) Removable tubing interconnects for glass-based micro-fluidic systems made using ECDM. J Micromech Microeng 14(4):535–541

    Article  CAS  Google Scholar 

  18. Sabahi N, Hajian M, Razfar MR (2018) Experimental study on the heat-affected zone of glass substrate machined by electrochemical discharge machining (ECDM) process. Int J Adv Manuf Technol 97(1–8):1557–1564

    Article  Google Scholar 

  19. Elhami S, Razfar MR (2017 Jan 1) Analytical and experimental study on the integration of ultrasonically vibrated tool into the micro electro-chemical discharge drilling. Precis Eng 47:424–433

    Article  Google Scholar 

  20. Kolhekar KR, Sundaram M (2016 Jan 1) A study on the effect of electrolyte concentration on surface integrity in micro electrochemical discharge machining. Procedia CIRP 45:355–358

    Article  Google Scholar 

  21. Sabahi N, Razfar MR, Hajian M (2017 Dec 1) Experimental investigation of surfactant-mixed electrolyte into electrochemical discharge machining (ECDM) process. J Mater Process Technol 250:190–202

    Article  CAS  Google Scholar 

  22. Hajian M, Razfar MR, Movahed S (2016 Jul 1) An experimental study on the effect of magnetic field orientations and electrolyte concentrations on ECDM milling performance of glass. Precis Eng 45:322–331

    Article  Google Scholar 

  23. Goud M, Sharma AK, Jawalkar C (2016 Jul 1) A review on material removal mechanism in electrochemical discharge machining (ECDM) and possibilities to enhance the material removal rate. Precis Eng 45:1–7

    Article  Google Scholar 

  24. Myers RH, Montgomery DC (1995 Jul 1) Response surface methodology: process and product optimization using designed experiments. Wiley, New York

    Google Scholar 

  25. V CD (2016 Apr 30) Response surface methodology and desirability approach to optimize EDM parameters. Int J Hybrid Inf Tech 9(4):393–406

    Google Scholar 

  26. Saini A, Chauhan P, Pabla BS, Dhami SS (2016) Multi-process parameter optimization in face milling of ti6al4v alloy using response surface methodology. Proc Inst Mech Eng B J Eng Manuf 0954405416673682

  27. Pradhan BB, Bhattacharyya B (2009 Jun 1) Modelling of micro-electrodischarge machining during machining of titanium alloy Ti—6Al—4V using response surface methodology and artificial neural network algorithm. Proc Inst Mech Eng B J Eng Manuf 223(6):683–693

    Article  Google Scholar 

  28. Kumar V, Singh H (2019) Rotary ultrasonic Drilling of Silica Glass BK-7: microstructural investigation and process optimization through TOPSIS. Silicon 11(1):471–485

    Article  CAS  Google Scholar 

  29. Paul L, Hiremath SS (2013 Jan 1) Response surface modelling of micro holes in electrochemical discharge machining process. Procedia Engineering 64:1395–1404

    Article  CAS  Google Scholar 

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Correspondence to Abhishek Charak.

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Charak, A., Jawalkar, C.S. Experimental Studies in Micro Channelling on Borosilicate Glass Using RSM Optimization Technique. Silicon 12, 1707–1721 (2020). https://doi.org/10.1007/s12633-019-00269-4

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