Analyzing The Effect of Aspect Ratios on Optimal Parametric Settings Using Taguchi, Taguchi-Pareto, and Taguchi-ABC method: A Case Study in Turning Operations for The Inconel X750 Alloy
DOI:
https://doi.org/10.24002/ijieem.v4i1.5653Abstract
The aspect-based Taguchi optimization approaches have been newly accepted as important routes to optimizing the turning experimental parameters. Unfortunately, due to its embryonic development, scholars have left unexplained the effects of introducing the aspect ratios on the optimal parametric setting. To correct this deficiency, this article proposes an approach to evaluating the effects of introducing aspect ratios in turning experiments, combined with direct factors, on the optimal parametric settings. To correct this deficiency, the purpose of this article is to highlight that a standard universal evaluation method is absent in optimization analysis using the Taguchi method; it proposes an approach to evaluating the effects of introducing aspect ratios in turning experiments, in combination with direct factors, on the optimal parametric settings. Using A novel method of establishing the influence of introducing aspect ratios on the optimal parametric settings is suggested using literature review, and the examination method may be a solid basis for optimal parametric setting evaluations in future undertakings of turning operational evaluations. The Inconel X750 alloy is considered in turning operations, and experimental data from the literature are used to illustrate the method. This article finds that quantifiable differences in the mean values of optimal parametric settings exist for the turning operation of Inconel X750 alloy. The study's originality is its attention to the aspect ratio analysis regarding the optimal parametric setting in a wide range of values. This article aims to initiate discussions for a universal agreement on how the influence of introducing the aspect ratios in the factor-level combination framework of the Taguchi method may be constituted. The utility of this research effort is to enhance resource distribution planning fog turning zero material.
References
Adegoke R.M., & Oke S.A. (2021). Optimizing turning parameters for the turning operations of Inconel X750 alloy with nanofluids using direct and aspect ratio-based Taguchi methods. International Journal of Industrial Engineering and Engineering Management, 3(2), 59-76.
Daniel W., Sebastian S., Emilia K., Thielmaun, Brigitte K., Hermaun, W., Florian, H., Bernd, V., Herald, F., Heinz, J. (2009). Nitinol-based cutting edges for endovascular heart value resection; first in vitro cutting results. Minimally Invasive Therapy and Allied Technologies, 18, 54-60.
Das A., Patel S.K., Arakha M., Dey A., & Biswal B.B. (2020). Processing hardened steel MQL technique using nano cutting fluids. Materials and Manufacturing Processes, 36, 316-328.
Hamza, H.M., Deen, K.M., Khaliq, A., Asselin, E., & Haider, W. (2021). Microstructural, corrosion and mechanical properties of a addively manufactured alloys: A review. Critical Reviews in Solid State and Materials Sciences, 47(1), 46-98.
Investopedia. (2021). Taguchi method of quality control, https://www.investopedia.com, Accessed on 12th February 2022.
Ishfaq, K., Mufti, N.A., Ahmed, N., & Pervaiz, S. (2019). Abrasive waterjet cutting of cladded material: kerf taper and MRR analysis. Materials and Manufacturing Processes, 34(5), 544-553.
Khan, H.M., Karabulut, Y., Kitayo, O., Kaynak, Y., & Jawahir, I.S. (2021). Influence of the post-processing operations on surface integrity of metal components produced by laser powder bed fusion additive manufacturing: A review. Machining Science and Technology, 25, 118-176.
Mahesh, K., Philip, J.T., Joshi, S.N., & Kuriachen, B. (2021). Machinability of Inconel 718: A critical review on the impact of cutting temperatures. Materials and Manufacturing Processes, 36(7), 753-791.
Roy, B.K., & Mandal, A. (2019). Surface integrity analysis of nitinol-60 shape memory alloy in WEDM. Materials and Manufacturing Processes, 34(10), 1091-1102.
Oke, S.A., & Adekoya, A.A. (2022). Aspect ratio consideration in the optimization of maintenance downtime for handling equipment in a container terminal. Engineering Access, 8(1), 129-141.
Pervaiz, S., Rashid, A., Deiab, I., & Nicolescu, M. (2013). Influence of tool materials on machinability of titanium-and nickel-based alloys. Materials and Manufacturing Processes, 29(3), 219-252.
Prashanthakumar, S.T., Thirthaprasada, H.P., Nagamadhu, M., & Siddaraju, C. (2021). Investigate the effect of Al2O3 & CuO nano cutting fluids under MQL technique in turning of DSS-2205. Advances in Materials and Processing Technologies, 1-33.
Singh, V., Sharma, A.K., Sahu, R.K., & Katiyar, J.K. (2022). State of the art a sustainable manufacturing using mono/hybrid nano-cutting fluids with minimum quality lubrication. Materials and Manufacturing Processes, 37(6), 603-639.
Tosun, N., Rostam, S., & Rasul, S. (2016). Use of nano cutting fluid in machining. Fourth International Conference on Advances in Mechanical and Automation Engineering - MAE 2016.
Venkatesan, K., Devendiran, S., Ghazaly, N.M., & Nishanth. (2019). Application of Taguchi-response surface analysis to optimize the cutting parameters on turning of Inconel X-750 nano-fluids suspended Al2O3 in coconut oil. Procedia Manufacturing, 30, 90-97.
Wronski, Z.S. (2013). Materials for rechargeable batteries and clean hydrogen energy sources. International Materials Reviews, 46, 1-49.
Zaman, P.B., Sultana, M.N., & Dhar, N.R. (2021). Multi-variant hybrid techniques coupled with Taguchi in Multi-response parameter optimization for better machinability of turning alloy steel. Advances in Materials and processing Technologies, 1-21.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 International Journal of Industrial Engineering and Engineering Management
This work is licensed under a Creative Commons Attribution 4.0 International License.
The copyright of the received article shall be assigned to the journal as the publisher of the journal. The intended copyright includes the right to publish the article in various forms (including reprints). The journal maintains the publishing rights to the published articles.
This work is licensed under a Creative Commons Attribution 4.0 International License
