Skip to main content
Log in

An intelligent and automated system for electrical discharge drilling of aerospace alloys: Inconel 718 and Ti-6Al-4V

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

Electrical discharge hole drilling is a variation of electrical discharge machining (EDM) process, which has been widely used for making starting holes for wire-EDM applications, opening ventilating holes on dies and diesel ejectors and turbine blade cooling holes, etc. In this research work, an automated and intelligent system was developed for EDM hole drilling operations on aerospace alloys, namely Inconel 718 (IN718) and Ti-6Al-4V (Ti64). The developed system can be used to design EDM drilling process such as choosing optimal and/or best drilling parameters (discharge current, pulse-on time, pulse-off time, and capacitance rate). In accordance with this, the EDM process outcomes such as total drilling time, minimum required electrode length, and roughness of the produced surface can also be obtained as system outputs. The input–output interactions have also been achieved via adaptive neuro-fuzzy inference technique that allows designing the drilling operations in an efficient, effective, and reliable way. The developed system has an interactive and visual interface for ease of use.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Sommer C, Sommer S (2005) Complete EDM Handbook. www.reliableedm.com/Complete-EDM-Handbook.html. Accessed 02 August 2013

  2. Leao FN, Pashby IR, Cuttell M, Lord P (2005) Optimization of EDM fast hole-drilling through evaluation of dielectric and electrode materials. Proc. of 18thIntCongrMechEng (COBEM), OuroPreto, Brasil

  3. Kuppan P, Rajadurai A, Narayanan S (2008) Influence of EDM process parameters in deep hole drilling of Inconel 718. Int J Adv Manuf Technol 38(1–2):74–84

    Article  Google Scholar 

  4. Jeswani ML (1979) Small hole drilling in EDM. Int J Mach Tools Des Res 19:165–169

    Article  Google Scholar 

  5. Wang CC, Yan BH (2000) Blind-hole drilling of Al2O3/6061 Al composite using rotary electro-discharge machining. J Mater Process Technol 102:90–102

    Article  Google Scholar 

  6. Mohan B, Rajadurai A, Satyanarayana KG (2002) Effect of SiC and rotation of electrode on electrical discharge machining of Al-SiC composite. J Mater Process Technol 124:297–304

    Article  Google Scholar 

  7. Asokan T, Reddy SS, Costa PDE (2000) Electrical discharge drilling of titanium alloys for aerospace applications. Proc of 19th AIMTDR Conf, IIT Madras, Chennai, 161–165

  8. Soni JS, Chakraverti G (1993) Surface characteristics of titanium with rotary EDM. Bull Mater Sci 16(3):213–227

    Article  Google Scholar 

  9. Mohan S, Shan HS (2007) Electrojet drilling using hybrid NNGA approach. Robot Comput Integr Manuf 23:17–24

    Article  Google Scholar 

  10. Liu TI, Kumagai A, Wang YC, Song SD, Fu Z, Lee J (2010) On-line monitoring of boring tools for control of boring operations. Robot Comp Integ Manuf 26:230–239

  11. ZuperlU CF, Reibenschuh M (2011) Neural control strategy of constant cutting force system in end milling. Robot Comput Integr Manuf 27:485–493

    Article  Google Scholar 

  12. Montgomery DC (2001) Design and analysis of experiments handbook. Willey & Sons Inc.

  13. Okka MA (2011) An experimental investigation of electrical discharge machining (EDM) fast hole drilling of Inconel 718 & Ti-6Al-4V. MSc Dissertation, University of Gaziantep, Turkey

  14. Buragohain M, Mahanta C (2008) A novel approach for ANFIS modeling based on full factorial design. Appl Soft Comput 8:609–625

    Article  Google Scholar 

  15. Ying LC, Pan MC (2008) Using adaptive network based fuzzy inference system to forecast regional electricity loads. Energy Convers Manag 49:205–211

    Article  Google Scholar 

  16. Alan F (2011) Development of neuro-fuzzy models for hole drilling on Ti-6Al-4V and Inconel 718 using electrical discharge machining. MSc Dissertation, University of Gaziantep, Turkey

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Oguzhan Yilmaz.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yilmaz, O., Bozdana, A.T. & Okka, M.A. An intelligent and automated system for electrical discharge drilling of aerospace alloys: Inconel 718 and Ti-6Al-4V. Int J Adv Manuf Technol 74, 1323–1336 (2014). https://doi.org/10.1007/s00170-014-6059-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-014-6059-1

Keywords

Navigation