Abstract
Wire wear and breakage during wire electric discharge machining (WEDM) is a major drawback in modern industries. In an effort to prevent wire failure during WEDM, a surface quality index (SQI) of eroded wires is determined in order to quantify and minimize the severity of wire surface damages. Zinc-coated brass wire was used for WEDM experiments on Ti–6Al–4V alloy. Field emission scanning electron microscope (FESEM) and energy-dispersive X-ray spectroscopy system (EDX) were used to analyse the surface damages on the machined wire samples. From FESEM wire pictures, a wire SQI was calculated by employing an image processing (IP) technique to plot an image histogram. A histogram was drawn using ImageJ software to observe the change in pixel intensity across the image. Using the mean value of the image histogram of degraded wire samples, it was possible to figure out the limit for wire wear beyond which the wire is highly susceptible to breaking.
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References
Dekeyser W, Snoeys R, Jennes M (1985) A thermal model to investigate the wire rupture phenomenon for improving performance in EDM wire cutting. J Manuf Syst 4:179–190. https://doi.org/10.1016/0278-6125(85)90024-X
Jennes M, Snoeys R, Dekeyser W (1984) Comparison of various approaches to model the thermal load on the EDM-wire electrode. CIRP Ann 33:93–98. https://doi.org/10.1016/S0007-8506(07)61387-0
Obara H, Iwata Y (1995) An attempt to detect wire temperature distribution during wire EDM. In: Proceedings of the eleventh international symposium for electro-machining (ISEM-11), Lausanne, Switzerland
Banerjee S, Prasad BVSSS, Mishra PK (1993) A simple model to estimate the thermal loads on an EDM wire electrode. J Mater Process Tech 39:305–317. https://doi.org/10.1016/0924-0136(93)90165-3
Banerjee S, Prasad BVSSS, Mishra PK (1997) Analysis of three-dimensional transient heat conduction for predicting wire erosion in the wire electrical discharge machining process. J Mater Process Technol 65:134–142. https://doi.org/10.1016/0924-0136(95)02253-8
Saha S, Pachon M, Ghoshal A, Schulz MJ (2004) Finite element modeling and optimization to prevent wire breakage in electro-discharge machining. Mech Res Commun 31:451–463. https://doi.org/10.1016/j.mechrescom.2003.09.006
Banerjee S, Prasad BVSSS (2010) Numerical evaluation of transient thermal loads on a WEDM wire electrode under spatially random multiple discharge conditions with and without clustering of sparks. Int J Adv Manuf Technol 48:571–580. https://doi.org/10.1007/s00170-009-2300-8
Yang X, Feng G, Teng Q (2012) Temperature field simulation of wire electrode in high-speed and medium-speed WEDM under moving heat source. Procedia CIRP 1:633–638. https://doi.org/10.1016/j.procir.2012.04.112
Han F, Cheng G, Feng Z, Soichiro I (2009) Measurement of wire electrode temperature in WEDM. Int J Adv Manuf Technol 41:871–879. https://doi.org/10.1007/s00170-008-1546-x
Koyano T, Takahashi T, Tsurutani S, Hosokawa A, Furumoto T, Hashimoto Y (2018) Temperature measurement of wire electrode in wire EDM by two-color pyrometer. In: Procedia CIRP. Elsevier B.V., pp 96–99. https://doi.org/10.1016/j.procir.2017.12.029
Pramanik A, Basak AK (2016) Degradation of wire electrode during electrical discharge machining of metal matrix composites. Wear 346–347:124–131. https://doi.org/10.1016/j.wear.2015.11.011
Pramanik A, Basak AK (2018) Sustainability in wire electrical discharge machining of titanium alloy: understanding wire rupture. J Clean Prod 198:472–479. https://doi.org/10.1016/j.jclepro.2018.07.045
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Das, S., Joshi, S.N. (2023). Estimation of Wire Surface Quality Index During Wire Electric Discharge Machining Using Image Processing Technique. In: Joshi, S.N., Dixit, U.S., Mittal, R.K., Bag, S. (eds) Low Cost Manufacturing Technologies. NERC 2022. Springer, Singapore. https://doi.org/10.1007/978-981-19-8452-5_15
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DOI: https://doi.org/10.1007/978-981-19-8452-5_15
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