Copyright (c) 2017 AJC
This work is licensed under a Creative Commons Attribution 4.0 International License.
Determination of Yield of Enzymatic Hydrolysis of Vegetable Oils by Near-Infrared Spectroscopy
Corresponding Author(s) : C. Silva
Asian Journal of Chemistry,
Vol. 29 No. 3 (2017): Vol 29 Issue 3
Abstract
In this work, a rapid and environmental friendly method to evaluate the yield of hydrolysis reactions of vegetable oils in relation to the production of free fatty acids is proposed, using near-infrared (NIR) spectroscopy and multivariate calibration. For calibration of the analytical method hydrolyzed samples of soybean oil with different free fatty acids contents were analyzed by partial least squares (PLS) regression. For the calibration and validation steps, values for root-mean-square error of 0.87 and 0.88, respectively were reported. The method was tested to predict the free fatty acids content in enzymatically hydrolyzed samples of different vegetable oils (soybean, macauba, sunflower and corn). It was observed from the results that the method presented is effective for predicting free fatty acids concentration in the range from 1.5 to 80.5 wt %, with prediction errors lower than 1.0 wt %. The correlation between the values observed for the reference methodology and those predicted by the NIR/PLS method presented coefficients of determination (R2) > 0.97 for the all oils studied, demonstrating the effectiveness of the method to assess the progress of hydrolysis of vegetable oils with different fatty acid profiles. The results obtained demonstrate that the proposed method can be employed for monitoring and rapid screening analysis of free fatty acid production by the hydrolysis of vegetable oils.
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- J.O. Metzger and U. Bornscheuer, Appl. Microbiol. Biotechnol., 71, 13 (2006).
- W.K. Mun, N.A. Rahman, S. Abd-Aziz, V. Sabaratnam and M.A. Hassan, Res. J. Microbiol., 3, 474 (2008).
- J.A. Ratter, S. Bridgewater and J.F. Ribeiro, Edinb. J. Bot., 60, 57 (2003).
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- E. Minami and S. Saka, Fuel, 85, 2479 (2006).
- Official Methods and Recommended Practices of the American Oil Chemists’ Society, Method AOCS Ca 5a-40, American Oil Chemists’ Society (1998).
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- S. Pinzi, F. Alonso, J.G. Olmo and M.P. Dorado, Fuel, 92, 354 (2012).
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- O. Mba, P. Adewale, M.-J. Dumont and M. Ngadi, Ind. Crops Prod., 61, 472 (2014).
- H. Zhang, H. Mu and X. Xu, Anal. Bioanal. Chem., 386, 1889 (2006).
- C.R. Moschner and B. Biskupek-Korell, Eur. J. Lipid Sci. Technol., 108, 606 (2006).
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- L.P. Houmøller, D. Kristensen and H. Rosager, Talanta, 71, 868 (2007).
- A.A. Khaskheli, F.N. Talpur, M.A. Ashraf, A. Cebeci, A. Jawaid and H.I. Afridi, J. Mol. Catal., B Enzym., 113, 56 (2015).
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References
J.O. Metzger and U. Bornscheuer, Appl. Microbiol. Biotechnol., 71, 13 (2006).
W.K. Mun, N.A. Rahman, S. Abd-Aziz, V. Sabaratnam and M.A. Hassan, Res. J. Microbiol., 3, 474 (2008).
J.A. Ratter, S. Bridgewater and J.F. Ribeiro, Edinb. J. Bot., 60, 57 (2003).
N. Paroul, L.P. Grzegozeski, V. Chiaradia, H. Treichel, R.L. Cansian, J.V. Oliveira and D. de Oliveira, Appl. Biochem. Biotechnol., 166, 13 (2012).
F.A. Correa, F.K. Sutili, L.S.M. Miranda, S.G.F. Leite, R.O.M. Souza and I.C.R. Leal, J. Mol. Catal., B Enzym., 81, 17 (2012).
G.H. Prado, C.M. Khan, M.D.A. Saldaña and F. Temelli, J. Supercrit. Fluids, 66, 198 (2012).
E. Mas, R.J. Woodman, V. Burke, I.B. Puddey, L.J. Beilin, T. Durand and T.A. Mori, Free Radic. Res., 44, 983 (2010).
P. Goyal, M.P. Sharma and S. Jain, ISRN Chem. Eng., Article ID 327049 (2012).
Y. Reyes, G. Chenard, D. Aranda, C. Mesquita, M. Fortes, R. João and L. Bacellar, Nat. Sci., 4, 778 (2012).
J.S.S. Pinto and F.M. Lanças, Quim. Nova, 33, 394 (2010).
J.A. Awadallak, F. Voll, M.C. Ribas, C. da Silva, L.C. Filho and E.A. da Silva, Ultrason. Sonochem., 20, 1002 (2013).
D.T. Raspe, L.C. Filho and C. da Silva, Int. J. Chem. Eng., Article ID 438270 (2013).
E. Minami and S. Saka, Fuel, 85, 2479 (2006).
Official Methods and Recommended Practices of the American Oil Chemists’ Society, Method AOCS Ca 5a-40, American Oil Chemists’ Society (1998).
A.F.C. Pereira, M.J.C. Pontes, F.F.G. Neto, S.R.B. Santos, R.K.H. Galvão and M.C.U. Araújo, Food Res. Int., 41, 341 (2008).
A.N. Aryee, F.R. Van De Voort and B.K. Simpson, Process Biochem., 44, 401 (2009).
J.K. Satyarthi, D. Srinivas and P. Ratnasamy, Energy Fuels, 23, 2273 (2009).
M.R. Monteiro, A.R.P. Ambrozin, L.M. Lião and A.G. Ferreira, Talanta, 77, 593 (2008).
H. Cen and Y. He, Trends Food Sci. Technol., 18, 72 (2007).
A. Muller and H. Steinhart, Food Chem., 101, 1136 (2007).
M. Blanco, M. Castillo and R. Beneyto, Talanta, 72, 519 (2007).
J.J. Mueller, S. Baum, L. Hilterhaus, M. Eckstein, O. Thum and A. Liese, Anal. Chem., 83, 9321 (2011).
S. Pinzi, F. Alonso, J.G. Olmo and M.P. Dorado, Fuel, 92, 354 (2012).
M. Fontalvo-Gómez, J.A. Colucci, N. Velez and R.J. Romañach, J. Appl. Spectrosc., 67, 1142 (2013).
R. Richard, B. Dubreuil, S. Thiebaud-Roux and L. Prat, Fuel, 104, 318 (2013).
D.T. Raspe and C. da Silva, J. Energy, Article ID 301647 (2013).
M. Blanco, R. Beneyto, M. Castillo and M. Porcel, Anal. Chim. Acta, 521, 143 (2004).
Y. Rao, B. Xiang, X. Zhou, Z. Wang, S. Xie and J. Xu, J. Food Eng., 93, 249 (2009).
O. Mba, P. Adewale, M.-J. Dumont and M. Ngadi, Ind. Crops Prod., 61, 472 (2014).
H. Zhang, H. Mu and X. Xu, Anal. Bioanal. Chem., 386, 1889 (2006).
C.R. Moschner and B. Biskupek-Korell, Eur. J. Lipid Sci. Technol., 108, 606 (2006).
P. Adewale, O. Mba, M.J. Dumont, M. Ngadi and R. Cocciardi, Vib. Spectrosc., 72, 72 (2014).
L.P. Houmøller, D. Kristensen and H. Rosager, Talanta, 71, 868 (2007).
A.A. Khaskheli, F.N. Talpur, M.A. Ashraf, A. Cebeci, A. Jawaid and H.I. Afridi, J. Mol. Catal., B Enzym., 113, 56 (2015).
S.T. Sherazi, S.A. Mahesar, M.I. Bhanger, F.R. van de Voort and J. Sedman, J. Agric. Food Chem., 55, 4928 (2007).
C. Skiera, P. Steliopoulos, T. Kuballa, B. Diehl and U. Holzgrabe, J. Pharm. Biomed. Anal., 93, 43 (2014).