Abstract
Hole EDM process parameters are extensively addressed, but electrode design variables have not been optimized to boost output objectives. This investigation optimizes electrode parameters, including the tool rotational speed (S), water pressure (P), electrode length (L), and internal diameter (ID) to enhance the machined gap (MG), hole conicity (HC), noise emission (NE), particulate pollution (PP), and power factor coefficient (PFC) of the Ti6Al4V. The method based on the removal effects of criteria and multi-attributive border approximation area comparison is utilized to select weights and optimality. A novel model of the process sustainable index (PSI) is comprehensively proposed to evaluate the deployment of the EDM operation. The radial basis function interpolation models were proposed and applied to forecast the response outcomes. The findings presented that the optimal S, P, L, and ID were 200 rpm, 80 kg/cm2, 340 mm, and 0.6 mm, respectively. The enhancements in the MG, HC, NE, PP, and PFC were 58.2%, 44.1%, 24.2%, 12.0%, and 10.7%, respectively. Quality indicators were primarily affected by the electrode length and internal diameter, while ecological indices significantly were influenced by the tool rotational speed and water pressure, respectively. The optimality could be applied in the practical hole EDM for saving costs and efforts.
Similar content being viewed by others
Data Availability
All data and materials have been included in the manuscript.
Abbreviations
- S :
-
rpm
Tool rotational speed
- HC :
-
Hole conicity
- ID :
-
mm
Internal diameter
- L :
-
mm
Electrode length
- MG :
-
μm
Machined gap
- NE :
-
dB
Noise emission
- P :
-
kg/cm2
Water pressure
- PFC :
-
Power factor coefficient
- PP :
-
μg/m3
Particulate pollution
- PSI :
-
Process sustainable index
References
Dilip DG, Panda S, Mathew J (2020) Characterization and parametric optimization of micro-hole surfaces in micro-EDM drilling on Inconel 718 superalloy using genetic algorithm. Arab J Sci Eng 45(7):5057–5074. https://doi.org/10.1007/s13369-019-04325-4
Singh AK, Patowari PK, Chandrasekaran M (2020) Experimental study on drilling micro-hole through Micro-EDM and optimization of multiple performance characteristics. J Braz Soc Mech Sci Eng 42(9):506. https://doi.org/10.1007/s40430-020-02595-w
Kumar K, Singh V, Katyal P, Sharma N (2019) EDM μ-drilling in Ti-6Al-7Nb: Experimental investigation and optimization using NSGA-II. Int J Adv Manuf Technol 104(5-8):2727–2738. https://doi.org/10.1007/s00170-019-04012-6
Sarıkaya M, Yılmaz V (2018) Optimization and predictive modeling using S/N, RSM, RA and ANNs For micro-electrical discharge drilling of AISI 304 stainless steel. Neural Comput Appl 30(5):1503–1517. https://doi.org/10.1007/s00521-016-2775-9
Machno M, Matras A, Szkoda M (2022) Modelling and analysis of the effect of EDM-drilling parameters on the machining performance of Inconel 718 using the RSM and ANNs methods. Mater (Basel) 15(3):1152. https://doi.org/10.3390/ma15031152
Singh SK, Mali HS, Unune DR, Abdul-Rani AM, Wojciechowski S (2022) Material independent effectiveness of workpiece vibration in Μ-EDM drilling. J Mater Res Technol 18:531–546. https://doi.org/10.1016/j.jmrt.2022.02.063
Bozdana A, Al-Kharkhi N (2018) Comparative experimental and numerical investigation on electrical discharge drilling of AISI 304 using circular and elliptical electrodes. Stroj Vestn J Mech Eng 64(4):269–279. https://doi.org/10.5545/sv-jme.2017.4806
Lo JS, Deng CS, Jiang CT, Lu CT (2019) Slotted electrodes for the improvement of machining performances in EDM drilling. J Chin Inst Eng 42(5):401–410. https://doi.org/10.1080/02533839.2019.1599300
Suresh K, Karuppasamy K, Palani S, Krishnan SSJ, Maridurai T (2022) Effect of silane treated wheat husk biosilica (WHB) deionized water dielectric on EDM drilling of Ti-6Al-4 V alloy. Silicon 14(14):9143–9151. https://doi.org/10.1007/s12633-021-01526-1
Pandey GK, Yadav SKS (2022) Experimental investigation of vibration assisted electrical discharge drilling of Al-Tib2. Int J Interact Des Manuf. https://doi.org/10.1007/s12008-022-01002-z
Eyercioglu O, Gov K (2021) The effect of magnesium content on drilling of Al-Mg-Ti alloy by hole electrical discharge machining process. P I Mech Eng B J Eng 235(1-2):125–133. https://doi.org/10.1177/0954405420949211
Dutta S, Sarma DK (2022) Multi-objective optimization of μ-EDM parameters for μ-hole drilling on hastelloy C 276 super alloy using response surface methodology and multi-objective genetic algorithm. CIRP J Manuf Sci Technol 39:115–133. https://doi.org/10.1016/j.cirpj.2022.07.011
Wang J, Xi XC, Zhang YO, Zhao FC, Zhao WS (2023) Stage identification and process optimization for fast drilling EDM of film cooling holes using KBSI method. Adv Manuf. https://doi.org/10.1007/s40436-022-00434-w
Pattanayak S, Sahoo AK, Sahoo SK (2022) CFRP composite drilling through electrical discharge machining using aluminum as fixture plate. P. I Mech Eng C J Mec 236(10):5468–5483. https://doi.org/10.1177/09544062211058675
Wang J, Xi XC, Qin L, Zhang YO, Zhao WS (2021) Non-productive time optimization for 5-axis EDM drilling using HVNTS algorithm. Int J Prod Res 59(16):5068–5082. https://doi.org/10.1080/00207543.2020.1779961
Piyush P, Pushpendra SB (2023) Experimental investigation on micro-electrical discharge machining process for heat treated nickel-based nimonic 80A. Mater Manuf Process 38(1):1–12. https://doi.org/10.1080/10426914.2022.2105889
Wang J, Xi XC, Zhang YO, Qin L, Liu YJ, Zhao WS (2021) Path optimization for multi-axis EDM drilling of combustor liner cooling holes using SCGA algorithm. Comput Ind Eng 157:107319. https://doi.org/10.1016/j.cie.2021.107319
Parsana S, Radadia N, Sheth M, Shath N, Savsani V, Eswara Prasad N, Ramprabhu T (2018) Machining parameter optimization for EDM machining of Mg–RE–Zn–Zr alloy using multi-objective passing vehicle search algorithm. Arch Civ Mech Eng 18(3):799–817. https://doi.org/10.1016/j.acme.2017.12.007
Mohanty CP, Mahapatra SS, Sing MR (2016) A Particle swarm approach for multi-objective optimization of electrical discharge machining process. J Intell Manuf 27(6):1171–1190. https://doi.org/10.1007/s10845-014-0942-3
D’Urso G, Maccarini G, Quarto M, Ravasio C (2015) Investigation on power discharge in Micro-EDM stainless steel drilling using different electrodes. J Mech Sci Technol 29(10):4341–4349. https://doi.org/10.1007/s12206-015-0932-1
Hou S, Bai J (2022) Electrode wear prediction and offline compensation for micro-EDM drilling through-hole array using geometry simulation. Int J Adv Manuf Technol 120:6877–6889. https://doi.org/10.1007/s00170-022-09224-x
Zhang Y, Xia W, Li Z et al (2021) Completion detection and efficiency improvement for breakout stage of fast EDM drilling. Int J Adv Manuf Technol 114:1565–1574. https://doi.org/10.1007/s00170-021-06936-4
Nguyen TT, Tran VT, Le MT (2022) Comprehensive optimization of the electrical discharge drilling in terms of energy efficiency and hole characteristics. Int J Precis Eng Manuf 23:807–824. https://doi.org/10.1007/s12541-022-00675-6
Kar S, Sarmah P, Baroi BK et al (2021) Parametric optimization of μEDM drilling on titanium using principal component analysis. J Braz Soc Mech Sci Eng 43:543. https://doi.org/10.1007/s40430-021-03249-1
Yawas DS, Sumaila M, Sarki J et al (2023) Manufacturing and optimization of the mechanical properties (tensile strength, flexural strength, and impact energy) of a chicken feather/egg shell/kaolin hybrid reinforced epoxy composite using the Taguchi technique. Int J Adv Manuf Technol. https://doi.org/10.1007/s00170-023-11108-7
Jatau S, Yawas DS, Kuburi LS et al (2022) Production and optimization of the modulus of elasticity, modulus of rupture, and impact energy of GLP-HDPE composite materials using the robust Taguchi technique. Int J Adv Manuf Technol 121:3295–3308. https://doi.org/10.1007/s00170-022-09497-2
Nas E, Akıncıoğlu S (2019) Optimization of cryogenic treated nickel-based superalloy in terms of electro erosion processing performance. Acad Platf J Eng Sci 2019 7(1):115–126. https://doi.org/10.21541/apjes.412042
Akincioğlu S, Gökkaya H, Akincioğlu G, Karataş MA (2020) Taguchi optimization of surface roughness in the turning of Hastelloy C22 super alloy using cryogenically treated ceramic inserts. P. I Mech Eng C J Mec 234(19):3826–3836. https://doi.org/10.1177/0954406220917708
Haoues S, Yallese MA, Belhadi S et al (2023) Modeling and optimization in turning of PA66-GF30% and PA66 using multi-criteria decision-making (PSI, MABAC, and MAIRCA) methods: a comparative study. Int J Adv Manuf Technol 124:2401–2421. https://doi.org/10.1007/s00170-022-10583-8
Funding
This research is funded by Le Quy Don Technical University.
Author information
Authors and Affiliations
Contributions
Conceptualization, T. T. Nguyen, A. L. Van, X. B. Dang; methodology, T. T. Nguyen, A. L. Van, X. B. Dang; software, T. T. Nguyen, A. L. Van, X. B. Dang; validation, T. T. Nguyen, A. L. Van, X. B. Dang; data curation, T. T. Nguyen, A. L. Van, X. B. Dang; writing—original draft preparation, T. T. Nguyen; writing—review and editing, T. T. Nguyen, A. L. Van, X. B. Dang; all authors have participated in the manuscript preparation and have read and agreed to the published version of the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Nguyen, TT., Van, AL., Dang, XB. et al. Experiments and optimization of the hole EDM electrode’s parameters. Int J Adv Manuf Technol 127, 5373–5390 (2023). https://doi.org/10.1007/s00170-023-11855-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00170-023-11855-7