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Real-time monitoring of color variations of apple slices and effects of pre-treatment and drying air temperature

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Abstract

An attempt was made to quantify the contribution of chemical pre-treatment on the color changes of apple slices during hot air drying. The monitored color attributes of apple slices were computed real time at drying air temperatures of 50, 60, and 70 °C. The apple slices dried in a computer vision system (CVS) assisted-hot air dryer both with and without pre-treatment. The quantities of measured color parameters for pre-treated (P.T.) samples were subtracted from the values obtained for untreated (U.T.) samples at the same water content. For this purpose, an artificial neural network was developed and used satisfactorily for mapping out the color parameters of P.T. samples at calculated moisture ratio for U.T. sample to compute the physio-chemically significant difference. From the results, it can be derived that a CVS seems to be a promising tool when it comes to detecting and monitoring the effects of various pre-treatments on being-processed foodstuffs .

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References

  1. M. Aghbashlo, H. Mobli, S. Rafiee, A. Madadlou, The use of artificial neural network to predict exergetic performance of spray drying process: a preliminary study. Comput. Electron. Agric. 88, 32–43 (2012)

    Article  Google Scholar 

  2. A. Maskan, S. Kaya, M. Maskan, Effect of concentration and drying processes on color change of grape juice and leather (pestil). J. Food Eng. 54, 75–80 (2002)

    Article  Google Scholar 

  3. J.E. Lozano, Fruit Manufacturing: Scientific Basis, Engineering Properties, and Deteriorative Reactions of Technological Importance (Springer, Berlin, 2006)

    Google Scholar 

  4. M. Zielinska, M. Markowski, Drying behavior of carrots dried in a spout-fluidized bed dryer. Drying Technol. 25, 261–270 (2007)

    Article  Google Scholar 

  5. V.K. Prajapati, P. Nema, S.S. Rathore, Effect of pretreatment and drying methods on quality of value-added dried aonla (Emblica officinalis Gaertn) shreds. J. Food Sci. Technol. 48, 45–52 (2011)

    Article  CAS  Google Scholar 

  6. B. Hiranvarachat, S. Devahastin, N. Chiewchan, Effects of acid pretreatments on some physicochemical properties of carrot undergoing hot air drying. Food Bioprod. Process. 89, 116–127 (2011)

    Article  CAS  Google Scholar 

  7. H. Hosoda, E. Inoue, Y. Iwahashi, K. Sakaue, M. Tada, T. Nagata, Inhibitory effect of sulfides on browning of apple slice. J. Jpn. Soc. Food Sci. Technol. Nippon Shokuhin Kagaku Kogaku Kaishi 52, 120–124 (2005)

    Article  CAS  Google Scholar 

  8. S. Lu, Y. Luo, E. Turner, H. Feng, Efficacy of sodium chlorite as an inhibitor of enzymatic browning in apple slices. Food Chem. 104, 824–829 (2007)

    Article  CAS  Google Scholar 

  9. D.W. Hatcher, S.J. Symons, U. Manivannan, Developments in the use of image analysis for the assessment of oriental noodle appearance and colour. J. Food Eng. 61, 109–117 (2004)

    Article  Google Scholar 

  10. M. Mohebbi, M.-R. Akbarzadeh-T, F. Shahidi, M. Moussavi, H.-B. Ghoddusi, Computer vision systems (CVS) for moisture content estimation in dehydrated shrimp. Comput. Electron. Agric. 69, 128–134 (2009)

    Article  Google Scholar 

  11. M.S. Zenoozian, S. Devahastin, Application of wavelet transform coupled with artificial neural network for predicting physicochemical properties of osmotically dehydrated pumpkin. J. Food Eng. 90, 219–227 (2009)

    Article  Google Scholar 

  12. S. Hosseinpour, S. Rafiee, M. Aghbashlo, S.S. Mohtasebi, Computer vision system (CVS) for in-line monitoring of visual texture kinetics during shrimp (Penaeus Spp.) drying. Drying Technol. 33, 238–254 (2014)

    Article  Google Scholar 

  13. M.H. Nadian, S. Rafiee, M. Aghbashlo, S. Hosseinpour, S.S. Mohtasebi, Continuous real-time monitoring and neural network modeling of apple slices color changes during hot air drying. Food Bioprod. Process. 94, 263–274 (2015)

    Article  Google Scholar 

  14. M. Aghbashlo, S. Hosseinpour, M. Ghasemi-Varnamkhasti, Computer vision technology for real-time food quality assurance during drying process. Trends Food Sci. Technol. 39, 76–84 (2014)

    Article  CAS  Google Scholar 

  15. Y.I. Zhu, Z. Pan, T.H. McHugh, Effect of dipping treatments on color stabilization and texture of apple cubes for infrared dry-blanching process. J. Food Process. Preserv. 31, 632–648 (2007)

    Article  CAS  Google Scholar 

  16. S. Hosseinpour, S. Rafiee, S.S. Mohtasebi, Application of image processing to analyze shrinkage and shape changes of shrimp batch during drying. Drying Technol. 29, 1416–1438 (2011)

    Article  Google Scholar 

  17. L.M. Diamante, P.A. Munro, Mathematical modelling of hot air drying of sweet potato slices. Int. J. Food Sci. Technol. 26, 99–109 (1991)

    Article  Google Scholar 

  18. J. Crank, The Mathematics of Diffusion, 2d edn. (Clarendon Press, Oxford, 1975)

    Google Scholar 

  19. N. Otsu, A threshold selection method from gray-level histograms. Automatica 11, 23–27 (1975)

    Google Scholar 

  20. K. León, D. Mery, F. Pedreschi, J. León, Color measurement in L*a*b* units from RGB digital images. Food Res. Int. 39, 1084–1091 (2006)

    Article  Google Scholar 

  21. S. Hosseinpour, S. Rafiee, S.S. Mohtasebi, M. Aghbashlo, Application of computer vision technique for on-line monitoring of shrimp color changes during drying. J. Food Eng. 115, 99–114 (2013)

    Article  Google Scholar 

  22. M. Aghbashlo, M.H. Kianmehr, T. Nazghelichi, S. Rafiee, Optimization of an artificial neural network topology for predicting drying kinetics of carrot cubes using combined response surface and genetic algorithm. Drying Technol. 29, 770–779 (2011)

    Article  CAS  Google Scholar 

  23. C. Ramírez, E. Troncoso, J. Muñoz, J.M. Aguilera, Microstructure analysis on pre-treated apple slices and its effect on water release during air drying. J. Food Eng. 106, 253–261 (2011)

    Article  Google Scholar 

  24. S. Devahastin, P. Suvarnakuta, S. Soponronnarit, A.S. Mujumdar, A comparative study of low-pressure superheated steam and vacuum drying of a heat-sensitive material. Drying Technol. 22, 1845–1867 (2004)

    Article  Google Scholar 

  25. J. Dixon, E.W. Hewett, Temperature affects postharvest color change of apples. J. Am. Soc. Hortic. Sci. 123, 305–310 (1998)

    Google Scholar 

  26. J.J. Nicolas, F.C. Richard-Forget, P.M. Goupy, M.J. Amiot, S.Y. Aubert, Enzymatic browning reactions in apple and apple products. Crit. Rev. Food Sci. Nutr. 34, 109–157 (1994)

    Article  CAS  Google Scholar 

  27. C. Contreras, M.E. Martín-Esparza, A. Chiralt, N. Martínez-Navarrete, Influence of microwave application on convective drying: effects on drying kinetics, and optical and mechanical properties of apple and strawberry. J. Food Eng. 88, 55–64 (2008)

    Article  Google Scholar 

  28. P.P. Lewicki, E. Gondek, D. Witrowa-Rajchert, D. Nowak, Effect of drying on respiration of apple slices. J. Food Eng. 49, 333–337 (2001)

    Article  Google Scholar 

  29. S.I.F.S. Martins, M.A.J.S. Van Boekel, A kinetic model for the glucose/glycine Maillard reaction pathways. Food Chem. 90, 257–269 (2005)

    Article  CAS  Google Scholar 

  30. F. Gu, J.M. Kim, K. Hayat, S. Xia, B. Feng, X. Zhang, Characteristics and antioxidant activity of ultrafiltrated Maillard reaction products from a casein–glucose model system. Food Chem. 117, 48–54 (2009)

    Article  CAS  Google Scholar 

  31. S.I.F.S. Martins, W.M.F. Jongen, M.A.J.S. van Boekel, A review of Maillard reaction in food and implications to kinetic modelling. Trends Food Sci. Technol. 11, 364–373 (2000)

    Article  CAS  Google Scholar 

  32. C.R. Santerre, J.N. Cash, D.J. Vannorman, Ascorbic acid/citric acid combinations in the processing of frozen apple slices. J. Food Sci. 53, 1713–1716 (1988)

    Article  CAS  Google Scholar 

  33. K. Hecke, K. Herbinger, R. Veberic, M. Trobec, H. Toplak, F. Stampar, H. Keppel, D. Grill, Sugar-, acid- and phenol contents in apple cultivars from organic and integrated fruit cultivation. Eur. J. Clin. Nutr. 60, 1136–1140 (2006)

    Article  CAS  Google Scholar 

  34. P. Suvarnakuta, S. Devahastin, A.S. Mujumdar, Drying kinetics and β-carotene degradation in carrot undergoing different drying processes. J. Food Sci. 70, s520–s526 (2005)

    Article  CAS  Google Scholar 

  35. S.J. Schwartz, T.V. Lorenzo, Chlorophylls in foods. Crit. Rev. Food Sci. Nutr. 29, 1–17 (1990)

    Article  CAS  Google Scholar 

  36. M.A. Augustin, H.M. Ghazali, H. Hashim, Polyphenoloxidase from guava (Psidium guajava L.). J. Sci. Food Agric. 36, 1259–1265 (1985)

    Article  CAS  Google Scholar 

  37. M. Carabasa-Giribet, A. Ibarz-Ribas, Kinetics of colour development in aqueous glucose systems at high temperatures. J. Food Eng. 44, 181–189 (2000)

    Article  Google Scholar 

  38. K.A. Taiwo, A. Angersbach, B.I.O. Ade-Omowaye, D. Knorr, Effects of pretreatments on the diffusion kinetics and some quality parameters of osmotically dehydrated apple slices. J. Agric. Food Chem. 49, 2804–2811 (2001)

    Article  CAS  Google Scholar 

  39. I. Karabulut, A. Topcu, A. Duran, S. Turan, B. Ozturk, Effect of hot air drying and sun drying on color values and β-carotene content of apricot (Prunus armenica L.). LWT Food Sci. Technol. 40, 753–758 (2007)

    Article  CAS  Google Scholar 

  40. M. Cisse, F. Vaillant, O. Acosta, C. Dhuique-Mayer, M. Dornier, Thermal degradation kinetics of anthocyanins from blood orange, blackberry, and roselle using the arrhenius, eyring, and ball models. J. Agric. Food Chem. 57, 6285–6291 (2009)

    Article  CAS  Google Scholar 

  41. H.J. Suh, D.O. Noh, C.S. Kang, J.M. Kim, S.W. Lee, Thermal kinetics of color degradation of mulberry fruit extract. Food/Nahrung 47, 132–135 (2003)

    Article  Google Scholar 

  42. L.K. Mahan, S.E. Stump, M.V. Krause, Krause’s food, nutrition, and diet therapy (W.B Saunders Copmany, London, 1996)

    Google Scholar 

  43. C.G.A. Davies, B.L. Wedzicha, Ascorbic acid browning: the incorporation of C1 from ascorbic acid into melanoidins. Food Chem. 49, 165–167 (1994)

    Article  Google Scholar 

  44. J.R. Whitaker, C.L. Lee, in Recent advances in chemistry of enzymatic browning, ed. by C.L. Lee, J.R. Whitaker. Enzymatic Browning and its Prevention (American Chemical Society, Washington, 1995), pp. 2–7

  45. F.K. Yeboah, I. Alli, V.A. Yaylayan, Reactivities of d-glucose and d-fructose during glycation of bovine serum albumin. J. Agric. Food Chem. 47, 3164–3172 (1999)

    Article  CAS  Google Scholar 

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Acknowledgments

We would like to appreciate the financial fund provided by the University of Tehran for supporting this project.

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Correspondence to Mohammad Hossein Nadian.

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Nadian, M.H., Rafiee, S. & Golzarian, M.R. Real-time monitoring of color variations of apple slices and effects of pre-treatment and drying air temperature. Food Measure 10, 493–506 (2016). https://doi.org/10.1007/s11694-016-9328-x

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  • DOI: https://doi.org/10.1007/s11694-016-9328-x

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