Abstract
Various applications of space and medical industries require microchannels, which are generally fabricated on nonconducting material, especially glass. ECDM is preferable for microfluidic channel fabrication because of lower thermal damage. Much work has already been done in ECDM for parametric analysis, which elaborates discharge regime characteristics but cannot accurately control the hydrodynamic regime. This work uses high-speed images to discuss the effect of magnetohydrodynamic convection (MHD) convection in ECDM for microfluidic channel fabrication. Experiments were conducted on an in-house developed ECDM setup to investigate the effect of magnetic field strength on WOC, bubble formation, growth, and electrolyte steering. A high-speed camera records the image of bubble and gas film formation with and without MHD convection to understand the mechanism under a magnetic field. Experimental results showed that MHD convection induced due to magnetic field improved electrolyte steering and width of cut. To find the optimal parameters, various nontraditional algorithms, i.e., particle swarm optimization, differential evolution, teaching learning-based optimization, GA, and Rao algorithms, were also applied and compared with the optimal results of response parameters. The optimum value of the material removal rate and width of the cut were seen to be the same; however, the iteration necessary to reach the optimal solution differed. The optimum voltage, concentration, duty cycle, and magnetic strength settings are 42 V, 20%, 60%, and 0.25mT, respectively.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Data Availability
Not applicable.
References
Jain N, Kumar J (2022) Implementation of tool and electrolyte - based development in the ultrasonic - assisted ECDM process : a review. J Brazilian Soc Mech Sci Eng 44(6):1–22. https://doi.org/10.1007/s40430-022-03550-7
Singh K, Gehlot D, Bhati SK (2017) Electrochemical and discharge micro machining: a review. (December). https://doi.org/10.26438/ijcse/v5i2.4954
Chen Z, Liu Y, Wang T, Wang K (2023) Ultrasonic assisted electrochemical discharge milling of complex glass microstructure with high-quality. J Manuf Process 94(August 2022):94–106. https://doi.org/10.1016/j.jmapro.2023.03.044
Cheng CP, Wu KL, Mai CC, Hsu YS, Yan BH (2010) Magnetic field-assisted electrochemical discharge machining. J Micromech Microe 20(7). https://doi.org/10.1088/0960-1317/20/7/075019
Hajian M, Razfar MR, Movahed S (2016) An experimental study on the effect of magnetic field orientations and electrolyte concentrations on ECDM milling performance of glass. Precis Eng 45:322–331. https://doi.org/10.1016/j.precisioneng.2016.03.009
Rattan N, Mulik RS (2017) Improvement in material removal rate ( MRR ) using magnetic field in TW-ECSM process. Mater Manuf Process 32(1):101–107. https://doi.org/10.1080/10426914.2016.1176197
Taqieddin A, Soc JE, Taqieddin A, Nazari R, Rajic L, Alshawabkeh A (2017) Review — Physicochemical hydrodynamics of gas bubbles in two phase electrochemical systems review — physicochemical hydrodynamics of gas bubbles in two. J Electrochem Soc. https://doi.org/10.1149/2.1161713jes
Hinds G, Spada FE, Coey JMD, Ní Mhíocháin TR, Lyons MEG (2001) Magnetic field effects on copper electrolysis. J Phys Chem B 105(39):9487–9502. https://doi.org/10.1021/jp010581u
Sen D, Isaac K, Leventis N, Fritsch I (2011) Investigation of transient redox electrochemical MHD using numerical simulations. Int J Heat Mass Transf 54(25–26):5368–5378. https://doi.org/10.1016/j.ijheatmasstransfer.2011.08.006
Gehlot D, Jha PK, Jain PK (2023) Experimental Investigation and Modelling Studies on MHD Convection in Magnetic-assisted -ECDM. Mater Manuf Process 00(00):1–12. https://doi.org/10.1080/10426914.2023.2236207
Gehlot D, Jha PK, Jain PK (2023) Micro-slit fabrication using magnetic-assisted ECDM and parametric optimization by metaheuristic algorithms. J Brazilian Soc Mech Sci Eng 45(9):1–17. https://doi.org/10.1007/s40430-023-04390-9
Kashyap K, Gehlot D, Jain P (2020) Experimental analysis of process parameters in electro-chemical spark machining and optimization using NSGA-II. Iran Endod J 13(3). https://doi.org/10.26488/IEJ.13.3.1219
Singh M, Antil P, Singh S, Katal N, Bakshi DK, Alkesh (2023) RA-ECDM of Silicon Wafers Using Taguchi’s Methodology and Machine Learning Algorithms. Silicon 15(3):1511–1526. https://doi.org/10.1007/s12633-022-02128-1
Elhami S, Razfar MR (2017) Analytical and experimental study on the integration of ultrasonically vibrated tool into the micro electro-chemical discharge drilling. Precis Eng 47:424–433. https://doi.org/10.1016/j.precisioneng.2016.09.015
Zhang D, Zeng K (2012) Evaluating the behavior of electrolytic gas bubbles and their effect on the cell voltage in alkaline water electrolysis. Ind Eng Chem Res 51(42):13825–13832. https://doi.org/10.1021/ie301029e
Madhavi JB, Hiremath SS (2022) Generation and Characterization of Borosilicate Glass Nanoparticles using in-House Developed μ-ECDM Setup. SILICON. https://doi.org/10.1007/s12633-021-00986-9/Published
Kumar N, Das AK (2022) Micro-channel fabrication on GFRP composite through electrochemical spark machining method and optimization of process parameters. Proc Inst Mech Eng B J Eng Manuf 095440542210933. https://doi.org/10.1177/09544054221093302
Oza AD et al (2021) Improvement of the machining performance of the TW-ECDM process using magnetohydrodynamics (MHD) on quartz material. Materials (Basel) 14(9). https://doi.org/10.3390/ma14092377
Elhami S, Razfar MR (2020) Numerical and experimental study of discharge mechanism in the electrochemical discharge machining process. J Manuf Process 50(September 2019):192–203. https://doi.org/10.1016/j.jmapro.2019.12.040
Xu Y, Jiang B (2020) Machining performance enhancement of deep micro drilling using electrochemical discharge machining under magnetohydrodynamic effect. Int J Adv Manuf Technol. https://doi.org/10.1007/s00170-021-06657-8/Published
Xu Y, Chen J, Jiang B, Liu Y, Ni J (2018) Experimental investigation of magnetohydrodynamic effect in electrochemical discharge machining. Int J Mech Sci 143(December 2017):86–96. https://doi.org/10.1016/j.ijmecsci.2018.04.020
Mishra DK, Arab J, Magar Y, Dixit P (2019) High Aspect Ratio Glass Micromachining by Multi-Pass Electrochemical Discharge Based Micromilling Technique. ECS J Solid State Sci Technol 8(6):P322–P331. https://doi.org/10.1149/2.0191906jss
Oza AD, Kumar A, Badheka V et al (2019) Traveling wire electrochemical discharge machining (TW-ECDM) of quartz using zinc coated brass wire: investigations on material removal rate and Kerf width characteristics. Silicon 11:2873–2884
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(1–4):1557–1564. https://doi.org/10.1007/s00170-018-2027-5
Arya RK, Dvivedi A (2023) Improving the electrochemical discharge machining (ECDM) process for deep-micro-hole drilling on glass by application of the electrolyte-air injection. Ceram Int 49(6):8916–8935. https://doi.org/10.1016/j.ceramint.2022.11.047
Singh T, Dvivedi A (2018) On performance evaluation of textured tools during micro-channeling with ECDM. J Manuf Process 32(August 2017):699–713. https://doi.org/10.1016/j.jmapro.2018.03.033
Grant KM, Hemmert JW, White HS (2001) Magnetic field driven convective transport at inlaid disk microelectrodes: the dependence of flow patterns on electrode radius. J Electroanal Chem 500(1–2):95–99. https://doi.org/10.1016/S0022-0728(00)00349-1
Jain VK, Gehlot D (2015) Anode shape prediction in through-mask-ECMM using FEM. Mach Sci Technol 19(2):286–312. https://doi.org/10.1080/10910344.2015.1018533
Weier T, Baczyzmalski D, Massing J, Landgraf S (2017) The effect of a Lorentz-force-driven rotating flow on the detachment of gas bubbles from the electrode surface The effect of a Lorentz-force-driven rotating flow on the detachment of gas bubbles from the electrode surface. Int J Hydrogen Energy 42:20923–20933
Acknowledgements
The author(s) would like to thank Indian Institute of Technology Roorkee(IITR), Uttarakhand, India for providing valuable lab support for conducting experiments
Funding
The authors declare that no funds, grants, or other support were received during the preparation of this manuscript.
Author information
Authors and Affiliations
Contributions
The corresponding authors completed the experiments and did all the analyses related to this paper. The written work and review of the manuscript were done by another second. The third author raises the idea of paperwork and writes the conclusion and abstract.
Corresponding author
Ethics declarations
Ethics Approval
Not applicable.
Consent to Participate
Not applicable.
Consent to Publication
Not applicable.
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
Gehlot, D., Jha, P.K. & Jain, P.K. Microchannel Fabrication on Silica Glass and Experimental Investigation of MHD Convection in ECDM Process. Silicon 16, 2521–2531 (2024). https://doi.org/10.1007/s12633-024-02859-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12633-024-02859-3