Influence of Tool Geometry on Surface Roughness and Tool Wear When Turning AISI 304L Using Taguchi Optimisation Methodology
Authors: Salah Gariani, Taher Dao, Ahmed Lajili
Abstract:
This paper presents an experimental optimisation of surface roughness (Ra) and tool wear in the precision turning of AISI 304L alloy using a wiper and conventional cutting tools under wet cutting conditions. The machining trials were conducted based on Taguchi methodology employing an L9 orthogonal array design with four process parameters: feed rate, spindle speed, depth of cut, and cutting tool type. The experimental results were utilised to characterise the main factors affecting Ra and tool wear using the analyses of means (AOM) and variance (ANOVA). The results show that the wiper tools outperformed conventional tools in terms of surface quality and tool wear at optimal cutting conditions. The ANOVA results indicate that the main factors contributing to lower Ra are cutting tool type and feed rate, with percentage contribution ratios (PCRs) of 58.69% and 25.18% respectively. This confirms that tool type is the most significant factor affecting surface quality when turning AISI 304L. Additionally, a substantial reduction in tool wear was observed when a wiper insert was used, whereas noticeable increases in tool wear occurred when higher cutting speeds were employed for both tool types. These trends confirm the ANOVA outcomes that cutting speed has a significant effect on tool wear, with a PCR value of 39.22%, followed by tool type with a PCR of 27.40%. All machining trials generated similar continuous spiral or curl-shaped chips. A noticeable difference was found in the radius of the produced curl-shaped chips at different cutting speeds when turning AISI 304L under wet cutting conditions.
Keywords: AISI 304L alloy, conventional and wiper carbide tools, wet turning, average surface roughness, tool wear.
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 161References:
[1] Y. Su, G. Zhao, Y. Zhao, J. Meng, and C. Li, "Multi-objective optimization of cutting parameters in turning AISI 304 austenitic stainless steel," MDPI Journal: Metals, vol. 10, no. 2, p. 217, 2020.
[2] S. Sakthivelu, M. Meignanamoorthy, and M. Ravichandran, "Optimization of machining parameters in CNC drilling of aluminium 6351 alloy," presented at the International Conference on Futuristic Innovations in Mechanical Engineering and Manufacturing Management, 2017.
[3] P. Products. (2023, 23/6/2023). 304L stainless Steel. Available: https://www.pennstainless.com/resources/product-information/stainless-grades/300-series/304l-stainless-steel/
[4] X. Li, Z. Liu, and X. Liang, "Tool wear, surface topography, and multi-objective optimization of cutting parameters during machining AISI 304 austenitic stainless steel flange," MDPI Journal: Metals, Journal vol. 9, no. 9, p. 972, 2019.
[5] A. Rangaraju, "Comparison of Conventional and Wiper Inserts on Surface Roughness During Hard Turning of AISI 410," Journal of Advanced Mechanical Engineering Applications vol. 1, no. 1, pp. 46-53, 2020.
[6] A. Kumar, R. Sharma, S. Kumar, and P. Verma, "A review on machining performance of AISI 304 steel," Journal of Materials Today: Proceedings vol. 56, pp. 2945-2951, 2022.
[7] A. Abbas, M. Abubakr, A. Elkaseer, M. El Rayes, M. Mohammed, and H. Hegab, "Towards an adaptive design of quality, productivity and economic aspects when machining AISI 4340 steel with Wiper inserts," Journal of IEEE Acess, vol. 8, pp. 159206-159219, 2020.
[8] P. Muthuswamy, "A novel wiper insert design and an experimental investigation to compare its performance in face milling," Journal of Advances in Materials Processing Technologies, vol. 8, no. sup4, pp. 2070-2085, 2022.
[9] R. Horváth and A. J. M. Dregelyi-Kiss, "Analysis of surface roughness of aluminum alloys fine turned: United phenomenological models and multi-performance optimization," Journal of Measurments, vol. 65, pp. 181-192, 2015.
[10] M. Kiyak, I. Sahin, and O. Cakir, "Application of wiper insert in cutting tool technology," in Proceedings of ICAS2016 1st International Conference on Advances in Sciences, 2016, pp. 60-65.
[11] M. Noordin, D. Kurniawan, and S. Sharif, "Hard turning of stainless steel using wiper coated carbide tool," International Journal of Precision Technology vol. 1, no. 1, pp. 75-84, 2007.
[12] A. Mustafa and G. Basmaci, "Investigation of the effects of conventional and wiper coated carbide tools with dry cutting on cutting forces, surface roughness, and material hardnees in turning 17-4 ph stainless steel," The Online Journal of Science and Technology (TOJSAT), vol. 6, no. 1, pp. 33-39, 2016.
[13] M. Ay, "Optimisation of machining parameters in turning AISI 304L stainless steel by the Grey-based Taguchi method," presented at the The 6th International Congress & Exhibition (APMAS 2016), Turkey, June 1-3, 2017.
[14] G. Rosa, A. Souza, and F. Lorini, "Comparative analysis on wiper and standard tools in dry finish turning of martensitic stainless steel AISI 420," Journal of Advanced Materials Research, vol. 845, pp. 765-769, 2014.
[15] B. Durakovic, "Design of experiments application, concepts, examples: State of the art," Journal of Periodicals of Engineering & Natural Sciences vol. 5, no. 3, 2017.
[16] S. Gariani, Development and Evaluation of a Novel Supply System to Reduce Cutting Fluid Consumption and Improve Machining Performance, Mechanical Engineering Dpt. 2019, Northumbria University: Newcastle Upon Tyne, UK. p. 333.
[17] B. Savković, P. Kovač, A. Stoić, and B. J. T. v. Dudić, "Optimization of machining parameters using the Taguchi and ANOVA analysis in the face milling of aluminum alloys Al7075," Journal Tehnički vjesnikvol. 27, no. 4, pp. 1221-1228, 2020.
[18] A. Markopoulos, E. Papazoglou, and P. Karmiris, "Experimental study on the influence of machining conditions on the quality of electrical discharge machined surfaces of aluminum alloy Al5052," MDPI Journal: Machines, vol. 8, no. 1, p. 12, 2020.
[19] Q. He, J. DePaiva, J. Kohlscheen, and S. Veldhuis, "Analysis of the performance of PVD AlTiN coating with five different Al/Ti ratios during the high-speed turning of stainless steel 304 under dry and wet cooling conditions," Journal of Wear vol. 492-493, p. 204213, 2022.
[20] R. Mahdavinejad and S. Saeedy, "Investigation of the influential parameters of machining of AISI 304 stainless steel," Journal of Sadhana, vol. 36, pp. 963-970, 2011.