Multi-objective optimization of electrochemical finishing for attaining the required surface finish and geometric accuracy in the hole-making process

Document Type : Article

Authors

Department of Mechanical Engineering, Faculty of Engineering, University of Zanjan, Zanjan, P.O. Box 45195-313, Iran

Abstract

Obtaining the required surface finish and geometric accuracy together with attaining high production rate is a challenge in finishing of the inner surfaces of steel pipes and bushes. One of the promising techniques for finishing the surface of metal parts is electrochemical machining. In this paper, the surface roughness and dimensional inaccuracy of the inner surface of a CK45 steel bush were controlled electrochemically. For this, a special electrochemical finishing machine was constructed. The effect of electric potential difference along with temperature, flow rate and concentration of electrolyte on the material removal rate, surface roughness and dimensional accuracy were investigated. Box Behnken design (BBD) was used for designing the experiments. Analysis of variance (ANOVA) was performed for validating the experimental models. Also, multi-objective optimization was performed using response surface methodology (RSM) to achieve a predetermined level of surface roughness and dimensional accuracy along with maximizing the material removal rate.

Keywords

Main Subjects


References:
1. Datta, M. "Electrodissolution processes and their application in manufacturing for shaping and finishing of advanced materials", In ECS Meeting Abstracts, 26, p. 947 (2021). DOI: 10.1149/MA2021-0126947.
2. Zhang, S., Liu, J., Lin, X., et al. "Effect of electrolyte solutions on the electrochemical dissolution behavior of additively manufactured Hastelloy X superalloy via laser solid forming", Journal of Alloys and Compounds, 878, p. 160395 (2021). DOI: 10.1016/j.jallcom.2021.160395.
3. Kumar, A. and Pabla, B.S. "Review on optimized process parameters of electrochemical machining and its variants", Materials Today: Proceedings, 46, pp. 10854-10860 (2021). DOI: 10.1016/j.matpr.2021.01.807.
4. Zhao, H., Humbeeck, J.V., Sohier, J., et al. "Electrochemical polishing of 316L stainless steel slotted tube coronary stents", Journal of Materials Science: Materials in Medicine, 13(10), pp. 911-916 (2002).DOI: 10.1023/a:1019831808503.
5. Lee, E.S. "Machining characteristics of the electropolishing of stainless steel (STS316L)", The International Journal of Advanced Manufacturing Technology, 16(8), pp. 591-599 (2000). DOI: 10.1007/s001700070049.
6. Gallegos, A.A., Mill, F., and Mount, A.R. "Surface finish control by electrochemical polishing in stainless steel 316 pipes", Journal of Manufacturing Processes, 23, pp. 83-89 (2016). DOI: 10.1016/j.jmapro.2016.05.010.
7. Hocheng, H. and Pa, P.S. "Electropolishing and electrobrightening of holes using different feeding electrodes", Journal of Materials Processing Technology, 89, pp. 440-446 (1999). DOI: 10.1016/S0924-0136(99)00020-5.
8. Luo, H., Mi, D., and Natsu, W. "Characteristics  of ECM polishing influenced by workpiece corner feature and electrolyte flow", Precision Engineering, 56, pp. 330-342 (2019). DOI: 10.1016/j.precisioneng.2019.01.003.
9. Mahdavinejad, R. and Hatami, M. "On the application of electrochemical machining for inner surface polishing of gun barrel chamber", Journal of Materials Processing Technology, 202(1-3), pp. 307-315 (2008). DOI: 10.1016/j.jmatprotec.2007.09.027.
10. Wang, Y., Xu, Z., Liu, J., et al. "Study on flow field of electrochemical machining for large size blade", International Journal of Mechanical Sciences, 190, p. 106018 (2021). DOI: 10.1016/j.ijmecsci.2020.106018.
11. Wang, J., Zhengyang, X.U., and Wang, J. "Electrochemical machining on blisk channels with a variable feed rate mode", Chinese Journal of Aeronautics, 34(6), pp. 151-161 (2021). DOI: 10.1016/j.cja.2020.08.002.
12. Chaghazardi, Z., Hof, L., and Wuthrich, R. "Electropolishing of inside surfaces of stainless steel tubing", ECS Transactions, 97(7), p. 523 (2020). DOI: 10.1149/09707.0523ecst.
13. Lee, C.Y., Ger, M.D., Hung, J.C., et al. "Effect of phosphoric acid and perchloric acid on Electropolishing of additive manufactured 17-4 PH stainless steel and its characterization", Int. J. Electrochem. Sci, 17(220315), p. 2 (2022). DOI: 10.20964/2022.03.21.
14. Chaghazardi, Z. and Wuthrich, R. "Electropolishing of additive manufactured metal parts", Journal of the Electrochemical Society, 169(4), 043510 (2022). DOI: 10.1149/1945-7111/ac6450.
15. Zheng, Y. and Wang, D.X. "A survey of recommender systems with multi-objective optimization", Neurocomputing, 474, pp. 141-153 (2022). DOI: 10.1016/j.neucom.2021.11.041.
16. McGeough, J.A., Principles of Electrochemical Machining, Chapman & Hall (1974).
17. Choi, S.G., Kim, S.H., Choi, W.K., et al. "The optimum condition selection of electrochemical polishing and surface analysis of the stainless steel 316L by the Taguchi method", The International Journal of Advanced Manufacturing Technology, 82(9-12), pp. 1933-1939 (2016). DOI: 10.1007/S00170-015-7404-8.
18. DouglasC, M., Design and Analysis of Experiments, Douglas C. Montgomery (2009).
19. Souza, A.S., dos Santos, W.N., and Ferreira, S.L. "Application of Box-Behnken design in the optimization of an on-line pre-concentration system using knotted reactor for cadmium determination by  flame atomic absorption spectrometry", Spectrochimica Acta Part B: Atomic Spectroscopy, 60(5), pp. 737-742 (2005). DOI: 10.1016/j.sab.2005.02.007.
20. Whitcomb, P.J. and Anderson, M.J., RSM Simplified: Optimizing Processes Using Response Surface Methods for Design of Experiments, CRC Press (2004). DOI:10.4324/9781482293777.
21. Akcay, H. and Anagun, A.S. "Multi response optimization application on a manufacturing factory", Mathematical and Computational Applications, 18(3), pp. 531-538 (2013). DOI: 10.3390/mca18030531.
Volume 31, Issue 4 - Serial Number 4
Transactions on Mechanical Engineering (B)
March and April 2024
Pages 283-294
  • Receive Date: 22 June 2021
  • Revise Date: 06 December 2022
  • Accept Date: 05 April 2023