Skip to main content
Log in

Oil migration in hazelnut paste/chocolate systems using magnetic resonance imaging

  • Original Paper
  • Published:
Journal of Food Measurement and Characterization Aims and scope Submit manuscript

Abstract

Oil migration in confectionery products results in undesired quality changes of confections such as fat bloom. Oil migration and the resulting bloom formation in chocolate could be an important quality defect in a confectionery product. This study addressed to evaluate mass transfer of liquid oil on two-layer chocolate model systems prepared from hazelnut paste over different dark chocolate formulations by utilizing magnetic resonance imaging (MRI). Through the use of MRI, it becomes easier to predict the rate of migration and the effect of different ingredients on bloom formation. For five chocolate formulations stored at 30 °C over a time frame of 22 days, experimental data acquired through MRI were modeled using a Fickian-based mathematical model to calculate diffusion coefficient (D). Using two different equations for boundary condition at upper chocolate surface, two models were evaluated and logistic type boundary model was shown to fit exhibit a better fit. In addition, associated constants (C0, β, t0) for time dependent upper boundary conditions were determined. Average diffusivities of all samples varied in the order of 10−11 m2/s. This study addressed the potential use of MRI for visualization and quantification of migration for different chocolate formulations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. N.L. Green, D. Rousseau, Soft Matter 11(27), 5523–5530 (2015)

    Article  CAS  PubMed  Google Scholar 

  2. T.M. Guiheneuf, P.J. Couzens, H. Wille, L.D. Hall, R. Way, J. Sci. Food Agric. 73, 265–273 (1997)

    Article  CAS  Google Scholar 

  3. F. Maleky, K.L. McCarthy, M.J. McCarthy, A.G. Marangoni, J. Food Sci. 77(3), E74–E79 (2012)

    Article  CAS  PubMed  Google Scholar 

  4. N.C. Brake, O.R. Fennema, J. Food Sci. 58(6), 1422–1425 (1993)

    Article  CAS  Google Scholar 

  5. K. Smith, F. Cain, G. Talbot, Food Chem. 102(3), 656–663 (2007)

    Article  CAS  Google Scholar 

  6. V. Ghosh, G.R. Ziegler, R.C. Anantheswaran, Crit. Rev. Food Sci. Nutr. 42(6), 583–626 (2002)

    Article  CAS  PubMed  Google Scholar 

  7. M.E. Miquel, L.D. Hall, Lebensm.-Wiss. u.-Technol. 31, 93–99 (1998)

    Article  CAS  Google Scholar 

  8. M.E. Miquel, S. Carli, P.J. Couzens, H. Wille, D. Hall, Food Res. Int. 34, 773–781 (2001)

    Article  CAS  Google Scholar 

  9. P. Walter, P. Cornillon, Food Res. Int. 35, 761–767 (2002)

    Article  CAS  Google Scholar 

  10. Y.J. Choi, K.L. McCarthy, M.J. McCarthy, J. Food Sci. 5, e312–e317 (2005)

    Article  Google Scholar 

  11. Y.J. Choi, K.L. McCarthy, M.J. McCarthy, M.H. Kim, Appl. Magn. Reson. 32, 205–220 (2007)

    Article  CAS  Google Scholar 

  12. K.L. McCarthy, M.J. McCarthy, J. Food Sci. 73, E266–E273 (2008)

    Article  CAS  Google Scholar 

  13. J.R. Galdámez, K. Szlachetka, J.L. Duda, G.R. Ziegler, J. Food Eng. 92(3), 261–268 (2009)

    Article  CAS  Google Scholar 

  14. A. Altan, D.M. Lavenson, M.J. McCarthy, K.L. McCarthy, J. Food Sci. 76(6), E489–E494 (2011)

    Article  CAS  Google Scholar 

  15. T.R. Rumsey, K.L. McCarthy, J. Food Eng. 111(1), 149–155 (2012)

    Article  CAS  Google Scholar 

  16. K. Deka, B. MacMillan, G.R. Ziegler, A.G. Marangoni, B. Newling, B.J. Balcom, Food Res. Int. 39(3), 365–371 (2006)

    Article  CAS  Google Scholar 

  17. S. Cikrikci, M.H. Oztop, Food Eng. Rev. 9, 50–70 (2016)

    Article  CAS  Google Scholar 

  18. W.L. Lee, M.J. McCarthy, K.L. McCarthy, J. Food Sci. 75, E83–E89 (2010)

    Google Scholar 

  19. J. Crank, The Mathematics of Diffusion (Oxford University Press, London, 1975)

    Google Scholar 

  20. G.R. Ziegler, in Product Design and Shelf Life Issues: Oil Migration and Fat Bloom, ed. by G. Talbot. Technology of Coated and Filled Chocolate, Confectionary, Bakery Products and Ice Cream, Part II: Product Design (Woodhead Publishing, Cambridge, 2009), pp. 185–210

    Google Scholar 

  21. M.E. Miquel, L.D. Hall, Food Res. Int. 35, 993–998 (2002)

    Article  CAS  Google Scholar 

  22. R.S. Khan, D. Rousseau, Eur. J. Lipid Sci. Technol. 108(5), 434–443 (2006)

    Article  CAS  Google Scholar 

  23. M.Y. Kariduraganavar, S.B. Kulkarni, T.M. Aminabhavi, J. Appl. Polym. Sci. 88, 3100–3106 (2003)

    Article  CAS  Google Scholar 

  24. G.R. Ziegleder, Chocolate Technology. (Zentralfachschule Deutschen SusswarrenwirtSchaft, Cologne, 2000)

    Google Scholar 

  25. P. Lonchampt, R.W. Hartel, Eur. J. Lipid Sci. Technol. 106(4), 241–274 (2004)

    Article  CAS  Google Scholar 

  26. V. Glicerina, F. Balestra, M.D. Rosa, S. Romani, J. Food Eng. 119(1), 173–179 (2013)

    Article  CAS  Google Scholar 

  27. S. Cikrikci, M. Yucekutlu, B. Mert, M.H. Oztop, J. Food Meas. Charact. 11(1), 41–49 (2017)

    Article  Google Scholar 

Download references

Acknowledgements

This research was funded by Middle East Technical University, Faculty of Engineering, Scientific Research Projects Funds with the proposal Number BAP-03-14-2016-002. Authors would like to thank Bilkent University, National Magnetic Resonance Center (UMRAM) for providing the opportunity to use the MRI system and to conduct the storage experiments in their laboratories. COST Action CA 15209 European Network on Relaxometry is also acknowledged as some of the findings are discussed in the action’s network meetings and suggestions were taken into consideration in the final text. Finally, authors are grateful to Research Assistant Emrah Kirtil and Ayca Aydogdu to provide full support in MR measurements.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mecit Halil Oztop.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 294 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cikrikci, S., Oztop, M.H. Oil migration in hazelnut paste/chocolate systems using magnetic resonance imaging. Food Measure 12, 1460–1472 (2018). https://doi.org/10.1007/s11694-018-9761-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11694-018-9761-0

Keywords

Navigation