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Advanced Sensors, Quality Attributes, and Modeling in Food Process Control

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Advances in Food Process Engineering Research and Applications

Part of the book series: Food Engineering Series ((FSES))

Abstract

Determining and predicting the quality, safety, and nutritional impact of raw materials and processed foods is becoming increasingly important. Considerable advances have been made in sensors, process control, process modeling, process simulation, and the integration of these into food production systems. Yet considerable work remains to be completed especially related to quantification of quality attributes and validation of process models. The rheological properties of non-Newtonian fluid foods during production are particularly difficult to measure over a wide range of shear rates. Application of magnetic resonance imaging for inline measurement of non-Newtonian fluid rheology is described and applied to Carbopol (a model system), yogurt, and tomato concentrate. The application to Carbopol demonstrates the rapid measurement of yield stress. Results from yogurt can be used to understand shear history and product structure breakdown. The application to tomato concentrate couples the measurement with modeling to link results from a fundamental rheological measurement to a quality assurance test result (Bostwick).

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References

  • Arola DF, Barrall GA, Powell RL, McCarthy KL, McCarthy MJ (1997) Use of nuclear magnetic resonance imaging as a viscometer for process monitoring. Chem Eng Sci 52(13):2049–2057

    Article  CAS  Google Scholar 

  • Arola DF, Powell RL, Barrall GF, McCarthy MJ (1998) A simplified method for accuracy estimation of nuclear magnetic resonant imaging. Rev Sci Instrum 69(9):3300–3307

    Article  CAS  Google Scholar 

  • Benzech T, Maingonnat JF (1994) Characterization of the rhdological properties of yoghurt – a review. J Food Eng 21:447–472

    Article  Google Scholar 

  • Callaghan PT (1991) Principles of nuclear magnetic resonance microscopy. Clarendon, Oxford

    Google Scholar 

  • Choi YJ, McCarthy KL, McCarthy MJ (2002) Tomographic techniques for measuring fluid flow properties. J Food Sci 67(7):2718–2724

    Article  CAS  Google Scholar 

  • Choi YJ, McCarthy KL, McCarthy MJ (2005) A MATLAB graphical user interface program for tomographic viscometer data processing. Comput Electron Agric 47(1):59–67

    Article  Google Scholar 

  • Cullen PJ, Duffy AP, O’Donnell CP, O’Callaghan DJ (2000) Process viscometry for the food industry. Trends Food Sc Technol 11:451–457

    Article  CAS  Google Scholar 

  • Fangary YS, Barigou M, Seville JPK (1999) Simulation of yoghurt flow prediction of its end-of-process properties using rheological measurements. Trans Inst Chem Eng 77:33–39, Part C

    Google Scholar 

  • Irudayaraj J, Reh C (eds) (2008) Nondestructive testing of food quality. Blackwell Publishing, Ames

    Google Scholar 

  • Larson RG (1999) The structure and rheology of complex fluids. Oxford University Press, New York

    Google Scholar 

  • Maneval JE, McCarthy KL, McCarthy MJ, Powell RL (1996) Nuclear magnetic resonance imaging rheometer. US Patent No. 5,532,593

    Google Scholar 

  • McCarthy MJ (1994) Magnetic resonance imaging in foods. Chapman & Hall, New York

    Book  Google Scholar 

  • McCarthy KL, McCarthy MJ (2009) Relationship between in-line viscosity and Bostwick measurement during Ketchup production. J Food Sci 74(6):E291–E297

    Article  CAS  Google Scholar 

  • McCarthy KL, Seymour JD (1993) A fundamental approach for the relationship between the Bostwick measurement and Newtonian fluid viscosity. J Texture Stud 24:1–10

    Article  Google Scholar 

  • McCarthy KL, Seymour JD (1994) Gravity current analysis of the Bostwick consistometer for power laws foods. J Texture Stud 25:207–220

    Article  Google Scholar 

  • McCarthy KL, Sacher RF, Garvey TC (2008) Relationship between rheological behavior and Bostwick measurement during manufacture of ketchup. J Texture Stud 39:480–495

    Article  Google Scholar 

  • Milczarek RR, McCarthy KL (2006) Relationship between the Bostwick measurement and fluid properties. J Texture Stud 37(6):640–654

    Article  Google Scholar 

  • Milczarek RR, Salveit ME, Garvey TC, McCarthy MJ (2009) Assessment of tomato pericarp mechanical damage using multivariate analysis of magnetic resonance images. Postharvest Biol Technol 52:189–195

    Article  Google Scholar 

  • Mullineux G, Simmons MJH (2007) Effects of processing on shear rate of yoghurt. J Food Eng 79:850–857

    Article  Google Scholar 

  • Shoemaker CF, Nantz J, Bonnas S, Noble AC (1992) Rheological characterization of dairy products. Food Technol 46:98–104

    Google Scholar 

  • Steffe JF (1996) Rheological methods in food process engineering, 2nd edn. Freeman Press, East Lansing

    Google Scholar 

  • Suwonsichon T, Peleg M (1999) Rheological characterization of almost intact and stirred yogurt by imperfect squeezing flow viscometry. J Sci Food Agric 79:911–921

    Article  CAS  Google Scholar 

  • United States Department of Agriculture (USDA), Agricultural Marketing Service (1992) United States standards for grades of tomato ketchup. United States Department of Agriculture (USDA), Agricultural Marketing Service, Washington, DC

    Google Scholar 

  • Varnam AH, Sutherland JP (1994) Milk and milk products: technology, chemistry, and microbiology. Chapman & Hall, London

    Book  Google Scholar 

  • Yoon WB, McCarthy KL (2002) Rheology of yogurt during pipe flow as characterized by magnetic resonance imaging. J Texture Stud 33:431–444

    Article  Google Scholar 

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Correspondence to Michael J. McCarthy .

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McCarthy, M.J., McCarthy, K.L. (2013). Advanced Sensors, Quality Attributes, and Modeling in Food Process Control. In: Yanniotis, S., Taoukis, P., Stoforos, N., Karathanos, V. (eds) Advances in Food Process Engineering Research and Applications. Food Engineering Series. Springer, Boston, MA. https://doi.org/10.1007/978-1-4614-7906-2_25

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