MULTI-RESPONSE OPTIMIZATION OF TRANSESTERIFICATION PARAMETERS OF COTTON SEED OIL USING GREY RELATIONAL ANALYSIS IN TAGUCHI METHOD FOR QUENCHING APPLICATION
Abstract
The present investigation involves Taguchi Grey relational analysis-based optimization of transesterification process parameters such as methanol to oil molar ration, catalyst loading and temperature and their effect on both per cent fatty acid methyl ester (FAME) yield and heat transfer coefficient (HTC) of transesterified cotton seed oil (TC). A Taguchi L9 orthogonal array was designed and nine experimental runs were conducted based on the designed experiments. The FAME (ester) yield and HTC were recorded for each experiment. Based on the average responses computed from Taguchi grey relational analysis, methanol to oil molar ration of 9:1 (32.6 wt% of methanol), catalyst loading of 0.5 wt% and temperature of 60 oC were identified to be the optimal parameters. Confirmation test conducted using the optimal parameters setting demonstrated an improvement of 0.3% in grey relational grade. Methyl ester group was detected in TC on 1438.8 cm-1 by FTIR spectra. Cooling curve analysis of the TC from the confirmation experiment indicated outstanding quenching performance compared to raw cotton seed oil (FC) and SAE40.
References
Boyer, H.E. and Cary P.R., (1988).Quenching and control of distortion. Park, OH: ASM International, Materials, 24-25.
Buczek A., and Telejko T. (2013). Investigation of heat transfer coefficient during quenching in various cooling agents, International Journal of Heat and Fluid Flow, 44 (2013) 358–364.
Dodo R.M., Ause T., Dauda E. T., Shehu U. and Popoola A. P. I., (2019). Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application, 5 (8), August 2019, e02167, https://doi.org/10.1016/j.heliyon.2019.e02167
Durowoju, M.O., Adebiyi, K.A., Adekunle, A.S. (2013). Quench Severity of Bioquenchants on medium carbon steel for industrial heat treatment, Annals of Faculty Engineering Hunedoara – International Journal of Engineering, Tome XI (4), 53-58.
Goryushin, V. V., Istomin, N. N., Ksenofontov, A.G., Marsel, A.V. & Yu Shevchenko, S., (1991). Metal Science and Heat Treatment, 41(1-2), 3-7.
Hasan, H. S. Peet, M. J. Jalil, J. M. & Bhadeshia H. K. D. H. (n.d). Heat Transfer Coefficients during Quenching of Steels, available at https://www.phase-trans.msm.cam.ac.uk /2011/transfer_Hasan_2011.pdf , Accessed on 23 Aug, 2018.
Ilo, S. Just, C. & Xhiku F. (2012). Optimisation of multiple quality characteristics of hardfacing using grey-based Taguchi method, Materials and Design, 33, 459–468.
Jayaraman P. and Kumar, L. M. (2014). Multi-response Optimization of Machining Parameters of Turning AA6063 T6 Aluminium Alloy using Grey Relational Analysis in Taguchi Method, Procedia Engineering 97, 197 – 204.
Knothe, G. (2001). Analytical methods used in the production and fuel quality assessment of biodiesel. Trans ASAE 44(2): 193–200.
Komatsu, D., Elki C.S., Lauralice F.C.C., and Geoge, E.T. (2009). “Effect of Corrosion Inhibitors on Cooling Curve Behavior of Soybean Oilâ€Based Quenchantsâ€, Conf. Proceed. New Challenges in Heat Treating and Surface Engineering – Conference in Honor of Božidar LiÅ¡cić, June 9â€12, 2009, Cavtat Croatia, Publ. by Croatian Society for Heat Treatment and Surface Engineering, Zagreb, Croatia, 37â€44.
Liscic, B., Tensi H.M., Canale L.C.F, Totten G.E. (2010). Quenching theory and technology. Boca Raton, FL: CRC Press, 47-54.
MacKenzie, S. (2013). The Mechanism of Quench Oil Oxidation, Houghton International, Inc. Valley Forge, PA, USA 19482.
Pan, L.K. Wang, C. C. Wei, S. L. Sher H. F. (2007). Optimizing multiple quality characteristics via Taguchi method-based Grey analysis, Journal of Materials Processing Technology 182, 107–116.
Rajan, R. R. N. and Rajesh R. (2017). Multi-objective optimisation of Mahua oil transesterification using response surface methodology and grey relational analysis, Int. J. of Enterprise Network Management, 8, (4), 340 – 360.
Ramesh, G. and Prabhu, K. N. (2014). Wetting and Cooling Performance of Vegetable Oils during Quench Hardening, Heat Transfer—Asian Research, 00 (00): 1-16.
Siatis, N.G., Kimbaris, A.C., Pappas, C.S., Tarantilis, P.A. and Polissiou, M.G. (2006). Improvement of biodiesel production based on the application of ultrasound: Monitoring of the procedure by FTIR spectroscopy. Journal of the American Oil Chemists’ Society, 83(1) 34-43.
Simêncio, E., Otero, R. Canale, L. and Totten, G. (2016). Stabilization of vegetable oil-based quenchants to thermal-oxidative degradation: experimental strategy and effect of oxidation on quenching performance. La Metallurgia Italiana, 3.
Sudeepan, J. Kumarb, K. Barmanc, T. K. and Sahoo, P. (2014). Study of tribological behavior of ABS/ CaCO3 composite using grey relational analysis, Procedia Materials Science, 6, 682 – 691.
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