Optimization of Heat Treatment Parameters to Improve Hardness of High Carbon Steel Using Taguchi’s Orthogonal Array Approach

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EN31 is a high carbon steel, used in manufacturing bearings, punches and gauges because of its better hardness. Heat treatment is one of the major process adopted to improve microstructural and mechanical properties of high carbon steels. The present investigation aims to improve hardness of EN31 high carbon steel through heat treatment. Parameters considered during this investigation were austenization temperature, soaking time, temper temperature and temper time. Microstructure examination was carried out to confirm the phases of heat treated EN31. Taguchi’s orthogonal approach was adopted to minimize the number of experimental runs. Influence of each parameter on the hardness was analyzed. The levels of each parameter were identified that maximize the hardness through S/N ratio. Identified optimal levels of parameters are 900 °C austenization temperature, 30 min soaking time, 150 °C temper temperature and 10 min temper time. A regression model for hardness has been established. Analysis of variance test was used to identify the significant parameters. Finally, the results were validated through confirmation experiments.

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129-136

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October 2022

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© 2022 Trans Tech Publications Ltd. All Rights Reserved

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[1] Fadare, D.A., Fadara, T.G., and Akanbi, O.Y.. Effect of heat treatment on mechanical properties and microstructure of NST 37-2 steel.Journal of Minerals & Materials Characterization & Engineering. 10 (2011)299–308.

DOI: 10.4236/jmmce.2011.103020

Google Scholar

[2] OskariHaiko, AnttiKaijalainen, SakariPallaspuro, JaakkoHannula, David Porter, TommiLiimatainen and JukkaKomi.. The effect of tempering on the microstructure and mechanical properties of a novel 0.4C press-hardening steel. Applied Sciences. 9(2019)1–16.

Google Scholar

[3] Sephton,M., and Pistorius, P.C. 1997. Strengthening of a cold worked 17% Cr ferritic stainless steel (type 430) by heat treatment. The Journal of the South African Institute of Mining and Metallurgy. (1997) 185–192.

Google Scholar

[4] Lin, W. P., Fan, Y. J., Zhang, Z. L., Zhu, J. W., & Liu, Y. N.. Microstructure and mechanical properties of a ultra-high carbon steel. Key Engineering Materials. 324 (2006) pp.907-910. Trans Tech Publications Ltd.

DOI: 10.4028/www.scientific.net/kem.324-325.907

Google Scholar

[5] Xingang Tao, Chuanwei Li, Lizhan Han and JianfengGu.. Microstructure evolution and mechanical properties of X12CrMoWVNbN10-1-1 steel during quenching and tempering process. Journal of Materials Research and Technology, 5(2016)45–57. http://dx.doi.org/10.1016/j.jmrt. 2015.06.001.

DOI: 10.1016/j.jmrt.2015.06.001

Google Scholar

[6] Abin BABURAJ, Shishupal Singh CHAUDHARY, K.B., Rajesh KHATIRKAR, K., and Sanjay SAPATE, G.. Abrasive wear behaviour of heat treated En31 steel. ISIJ International. 53 (2013)1471–1478. DOI: http://dx.doi.org/10.2355/isijinternational.53.1471.

DOI: 10.2355/isijinternational.53.1471

Google Scholar

[7] Cori Natoli and Steve Oimoen. 2019. Classical designs: Full factorial designs. Report no. STAT COE-35-2018, Scientific Test & Analysis Techniques Center of Excellence. 2950 Hobson Way-Wright-Patterson AFB,OH45433.

Google Scholar

[8] Jayaraman, P., and Mahesh kumar, L.,. Multi-response optimization of machining parameters of turning AA6063 T6 aluminium alloy using grey relational analysis in Taguchi method. Procedei Engineering. 97 (2014) 194–204.

DOI: 10.1016/j.proeng.2014.12.242

Google Scholar

[9] Ashvin Makadia, J., and Nanavati, J.I.,. Optimization of machining parameters for turning operations based on response surface methodology, Measurement. 46 (2013) 1521–1529. http://dx.doi.org/10.1016/j.measurement.2012.11.026.

DOI: 10.1016/j.measurement.2012.11.026

Google Scholar

[10] Harsimran Singh Sodhi,.Optimization of Cnc turning parameters for Al-6061 using response surface methodology. International Journal of Operations Research. 20 (2017) 180–206.

Google Scholar

[11] Sankha Bhattacharya. Central composite design for response surface methodology and its applications in pharmacy.Response surface methodology in Engineering, Intechopen, (2021) 1–19. DOI: http://dx.doi.org/10.5772/intechopen.95835.

DOI: 10.5772/intechopen.95835

Google Scholar

[12] Teimouri, S., Mawire, G., Potgieter, J.H., Simate, G.S., van Dyk, L., and Dworzanowski, M. Using experimental design and response surface methodology (RSM) to optimize gold extraction from refractory sulphidic gold tailings with ionic liquids. The Journal of the southern African Institute of mining and Metallurgy. 120 (2020) 415–423. DOI ID: http://dx.doi.org/10.17159/2411- 9717/1068/(2020).

DOI: 10.17159/2411-9717/1068/2020

Google Scholar

[13] Nasir, S.M., Ismail, K.A., Shayfull, Z. and Shuaib, N.A.. Comparison between single and multi gates for minimization of war page using Taguchi method in injection molding process for ABS material, 594, pp.842-851. Trans Tech Publications Ltd. (2014).

DOI: 10.4028/www.scientific.net/kem.594-595.842

Google Scholar

[14] Şahin, Y. and Yalcinkaya, S. Application of Taguchi Technique to Surface-Grinding of Mold Steel. In Key Engineering Materials 689, pp.7-11. Trans Tech Publications Ltd. (2016).

DOI: 10.4028/www.scientific.net/kem.689.7

Google Scholar