Electrical Discharge Machining (EDM) for Precision Manufacturing of Diesel Engine Injector Orifice Nozzles: A Systematic Review of Advances, Optimization, and Sustainability
Abstract
Electrical Discharge Machining (EDM) has evolved from a non-conventional machining process into a critical high-precision manufacturing technology for advanced materials. This paper presents a systematic review of recent developments in EDM technology based on an analysis of research articles published between 2019 and 2025. The review focuses on four main areas: (1) process parameter optimization using intelligent methodologies such as swarm intelligence, machine learning, and Response Surface Methodology (RSM); (2) innovations in hybrid processes, including Powder-Mixed EDM (PMEDM), ultrasonic and magnetic field-assisted EDM, and the use of electrolytic-dielectrics to produce defect-free surfaces; (3) developments in electrode materials and the machining of advanced alloys like titanium alloys, Shape Memory Alloys (SMAs), and magnesium alloys; and (4) sustainability trends in EDM through the use of environmentally friendly dielectrics and environmental impact minimization. The synthesis indicates that EDM research is moving towards smarter, more efficient, multifunctional (via surface modification), and sustainable processes. This review concludes by highlighting existing challenges and providing suggestions for future research directions.
References
J. B. Heywood, Internal Combustion Engine Fundamentals. McGraw-Hill Publishing Company, 2018.
J. Xia, Q. Zhang, Z. Huang, D. Ju, and X. Lu, “Experimental study of injection characteristics under diesel’s sub/trans/supercritical conditions with various nozzle diameters and injection pressures,” Energy Convers. Manag., vol. 215, no. May, p. 112949, 2020, doi: 10.1016/j.enconman.2020.112949.
M. Vijay Kumar, A. Veeresh babu, P. Ravi Kumar, and T. Manoj Kumar Dundi, “Influence of different nozzle hole orifice diameter on performance, combustion and emissions in a diesel engine,” Aust. J. Mech. Eng., vol. 18, no. 2, pp. 179–184, 2020, doi: 10.1080/14484846.2018.1453975.
R. Balz, B. von Rotz, and D. Sedarsky, “In-nozzle flow and spray characteristics of large two-stroke marine diesel fuel injectors,” Appl. Therm. Eng., vol. 180, p. 115809, 2020, doi: 10.1016/j.applthermaleng.2020.115809.
O. Klyus, M. Szczepanek, G. Kidacki, P. Krause, S. Olszowski, and L. Chybowski, “The Effect of Internal Combustion Engine Nozzle Needle Profile on Fuel Atomization Quality,” Energies, vol. 17, no. 1, 2024, doi: 10.3390/en17010266.
M. S. Rasheed, “Comparison of Micro-Holes Produced By Micro-EDM with Laser Machining,” Int. J. Sci. Mod. Eng., vol. 1, no. 3, pp. 14–18, 2013.
X. Mao, S. Almeida, J. Mo, and S. Ding, “The state of the art of electrical discharge drilling: a review,” Int. J. Adv. Manuf. Technol., vol. 121, no. 5–6, pp. 2947–2969, 2022, doi: 10.1007/s00170-022-09549-7.
D. T. Pham, S. S. Dimov, S. Bigot, A. Ivanov, and K. Popov, “Micro-EDM - Recent developments and research issues,” J. Mater. Process. Technol., vol. 149, no. 1–3, pp. 50–57, 2004, doi: 10.1016/j.jmatprotec.2004.02.008.
L. Li, C. Diver, J. Atkinson, R. Giedl-Wagner, and H. J. Helml, “Sequential laser and EDM micro-drilling for next generation fuel injection nozzle manufacture,” CIRP Ann. - Manuf. Technol., vol. 55, no. 1, pp. 179–182, 2006, doi: 10.1016/S0007-8506(07)60393-X.
F. K. Thomas Bergs, Manufacturing Processes 3: Electrical Discharge Machining, Electrochemical Manufacturing and Beam Processes. Springer Berlin, Heidelberg, 2025. [Online]. Available: https://doi.org/10.1007/978-3-662-70580-3
M. H. A. and A. E. Jaber E. Abu Qudeiri , Aiman Zaiout, Abdel-Hamid I. Mourad, “Principles and Characteristics of Different EDM Processes in Machining Tool and Die Steels,” Appl. Sci., vol. Appl. Sci., pp. 1–46, 2020, [Online]. Available: doi:10.3390/app10062082
A. Bin Rashid, T. Saba, S. Das Sourav, M. T. Ilhum, M. K. Bappy, and A. Tomal, “Investigation of the effect of micromachining parameters on the accuracy of micro-holes drilled by electric discharge machine,” Results in Surfaces and Interfaces, vol. 20, no. March, p. 100603, 2025, doi: 10.1016/j.rsurfi.2025.100603.
Y. Chen, S. Hu, A. Li, Y. Cao, Y. Zhao, and W. Ming, “Parameters Optimization of Electrical Discharge Machining Process Using Swarm Intelligence: A Review,” Metals (Basel)., vol. 13, no. 5, 2023, doi: 10.3390/met13050839.
M. Sana, M. Asad, M. U. Farooq, S. Anwar, and M. Talha, “Machine learning for multi-dimensional performance optimization and predictive modelling of nanopowder-mixed electric discharge machining (EDM),” Int. J. Adv. Manuf. Technol., vol. 130, no. 11–12, pp. 5641–5664, 2024, doi: 10.1007/s00170-024-13023-x.
Jagadish, D. Zindani, A. Selvam, G. G. Tejani, and A. J. Santhosh, “Optimization of process parameter for green die sinking electrical discharge machining: a novel hybrid decision-making approach,” Sci. Rep., vol. 15, no. 1, pp. 1–19, 2025, doi: 10.1038/s41598-025-92713-2.
M. S. Sisodiya and P. Agarwal, “Short review on the development of electrical discharge machine,” Eng. Res. Express, vol. 6, no. 1, 2024, doi: 10.1088/2631-8695/ad2be3.
M. S. Tufail, J. Giri, E. Makki, T. Sathish, R. Chadge, and N. Sunheriya, “Machinability of different cutting tool materials for electric discharge machining: A review and future prospects,” AIP Adv., vol. 14, no. 4, 2024, doi: 10.1063/5.0201614.
C. Sarala Rubi et al., “Comprehensive review on wire electrical discharge machining: a non-traditional material removal process,” Front. Mech. Eng., vol. 10, no. January, pp. 1–16, 2024, doi: 10.3389/fmech.2024.1322605.
G. Li, W. Natsu, and Z. Yu, “Study on Debris Behavior and Its Influence on EDM Characteristics in Deep Micro-hole Machining,” Procedia CIRP, vol. 68, no. April, pp. 578–581, 2018, doi: 10.1016/j.procir.2017.12.117.
M. Machno, A. Matras, and M. Szkoda, “Modelling and Analysis of the Effect of EDM-Drilling Parameters on the Machining Performance of Inconel 718 Using the RSM and ANNs Methods,” Materials (Basel)., vol. 15, no. 3, 2022, doi: 10.3390/ma15031152.
D. Popa and C.-O. Morariu, “Modern Technologies for Micro-drilling of the Fuel Injector Nozzle used in Motor Vehicles - A Review of the Literature,” MATEC Web Conf., vol. 343, p. 03007, 2021, doi: 10.1051/matecconf/202134303007.
S. Kalpakjian and S. R. Schmid, Manufacturing engineering and technology, vol. 25, no. 1. 2013. doi: 10.1016/0924-0136(91)90107-p.
S. Ahmed, A. Speidel, J. W. Murray, N. Ahmed, M. Cuttell, and A. T. Clare, “Electrolytic-dielectrics: A route to zero recast electrical discharge machining,” Int. J. Mach. Tools Manuf., vol. 181, no. September, p. 103941, 2022, doi: 10.1016/j.ijmachtools.2022.103941.
M. K. Dikshit et al., “Surface characteristics optimization of biocompatible Ti6Al4V with RCCD and NSGA II using die sinking EDM,” J. Mater. Res. Technol., vol. 24, pp. 223–235, 2023, doi: 10.1016/j.jmrt.2023.03.005.
R. Balz, G. Bernardasci, B. von Rotz, and D. Sedarsky, “Influence of nozzle geometry on spray and combustion characteristics related to large two-stroke engine fuel injection systems,” Fuel, vol. 294, p. 120455, 2021, doi: 10.1016/j.fuel.2021.120455.
R. Payri, F. J. Salvador, J. Gimeno, and L. D. Zapata, “Diesel nozzle geometry influence on spray liquid-phase fuel penetration in evaporative conditions,” Fuel, vol. 87, no. 7, pp. 1165–1176, 2008, doi: 10.1016/j.fuel.2007.05.058.
V. C. Pham, V. V. Le, S. Yeo, J. H. Choi, and W. J. Lee, “Effects of the Injector Spray Angle on Combustion and Emissions of a 4-Stroke Natural Gas-Diesel DF Marine Engine,” Appl. Sci., vol. 12, no. 23, 2022, doi: 10.3390/app122311886.
J. Yan, S. Gao, W. Zhao, and T. H. Lee, “Study of combustion and emission characteristics of a diesel engine fueled with diesel, butanol-diesel and hexanol-diesel mixtures under low intake pressure conditions,” Energy Convers. Manag., vol. 243, p. 114273, 2021, doi: 10.1016/j.enconman.2021.114273.
D. N. M. Kumar and M. P. C. Rao, “Optimization of EDM Process Parameters using Response Surface Methodology for AISI D3 Steel,” Int. J. Trend Sci. Res. Dev., vol. Volume-3, no. Issue-3, pp. 1651–1656, 2019, doi: 10.31142/ijtsrd23535.
V. Mohankumar et al., “Optimizing EDM process parameters with the use of GRA-based RSM for machining titanium alloy,” Results Eng., vol. 26, no. March, p. 104903, 2025, doi: 10.1016/j.rineng.2025.104903.
R. Das and M. K. Pradhan, “ANN modelling for surface roughness in electrical discharge machining: a comparative study,” Int. J. Serv. Comput. Oriented Manuf., vol. 1, no. 2, p. 124, 2013, doi: 10.1504/ijscom.2013.058674.
K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, “A fast and elitist multiobjective genetic algorithm: NSGA-II,” IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182–197, 2002, doi: 10.1109/4235.996017.
A. Y. Fatatit and A. Kalyon, “The Environmental Impact of Electric Discharge Machining,” Int. J. Eng. Sci. Appl., vol. 3, no. 3, pp. 123–129, 2019.
W. Ming et al., “Research on EDM Performance of Renewable Dielectrics under Different Electrodes for Machining SKD11,” Crystals, vol. 12, no. 2, 2022, doi: 10.3390/cryst12020291.
A. A. Abbas, R. R. Shwaish, S. H. Aghdeab, and W. Ahmed, “Energy efficiency and sustainability enhancement of electric discharge machines by incorporating nano-graphite,” Mater. Res. Proc., vol. 43, pp. 124–131, 2024, doi: 10.21741/9781644903216-17.
D. Song et al., “Highly energy-efficient and safe-environment-friendly ultra short electrical arc machining for titanium alloy: Mechanism, characteristics, and parameter estimation,” J. Clean. Prod., vol. 417, no. March, p. 137842, 2023, doi: 10.1016/j.jclepro.2023.137842.
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