A MODEL FOR PREDICTING THE GROWTH OF LISTERIA MONOCYTOGENES IN PACKAGED WHOLE MILK

ABSTRACT Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15 to 308.15K (4 to 35C). Based on these data, the parameter values of the Baranyi dynamic growth model were statistically determined. F...

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Published inJournal of food process engineering Vol. 24; no. 4; pp. 231 - 251
Main Authors ALAVI, S.H., PURI, V.M., MOHTAR, R.H.
Format Magazine Article
LanguageEnglish
Published Oxford, UK Blackwell Publishing Ltd 01.10.2001
Blackwell
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Online AccessGet full text
ISSN0145-8876
1745-4530
DOI10.1111/j.1745-4530.2001.tb00542.x

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Abstract ABSTRACT Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15 to 308.15K (4 to 35C). Based on these data, the parameter values of the Baranyi dynamic growth model were statistically determined. Finite element software, ANSYS, was used to determine temperature distributions in milk cartons subject to a time‐varying ambient temperature profile. The space‐time‐temperature data were input to the Baranyi dynamic growth model, to predict the microbial population density distribution and the average population density in the milk carton. The Baranyi dynamic growth model and the finite element model were integrated and validated using experimental results from inoculated sterilized whole milk in half‐gallon laminated paper cartons. In all experiments, the milk cartons were subjected to the same temperature profile as the Baranyi dynamic growth model. Experimental microbial counts were within predicted upper and lower bounds obtained using the integrated Baranyi dynamic growth and finite element models. In addition, the growth curve at the mean value of initial physiological state parameter for L. monocytogenes underpredicted the microbial growth (standard error = 0.54 log (cfu/mL) and maximum relative difference = 15.49%).
AbstractList Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15 to 308.15K (4 to 35C). Based on these data, the parameter values of the Baranyi dynamic growth model were statistically determined. Finite element software, ANSYS, was used to determine temperature distributions in milk cartons subject to a time‐varying ambient temperature profile. The space‐time‐temperature data were input to the Baranyi dynamic growth model, to predict the microbial population density distribution and the average population density in the milk carton. The Baranyi dynamic growth model and the finite element model were integrated and validated using experimental results from inoculated sterilized whole milk in half‐gallon laminated paper cartons. In all experiments, the milk cartons were subjected to the same temperature profile as the Baranyi dynamic growth model. Experimental microbial counts were within predicted upper and lower bounds obtained using the integrated Baranyi dynamic growth and finite element models. In addition, the growth curve at the mean value of initial physiological state parameter for L. monocytogenes underpredicted the microbial growth (standard error = 0.54 log (cfu/mL) and maximum relative difference = 15.49%).
Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15 to 308.15K (4 to 35C). Based on these data, the parameter values of the Baranyi dynamic growth model were statistically determined. Finite element software, ANSYS, was used to determine temperature distributions in milk cartons subject to a time-varying ambient temperature profile. The space-time-temperature data were input to the Baranyi dynamic growth model, to predict the microbial population density distribution and the average population density in the milk carton. The Baranyi dynamic growth model and the finite element model were integrated and validated using experimental results from inoculated sterilized whole milk in half-gallon laminated paper cartons. In all experiments, the milk cartons were subjected to the same temperature profile as the Baranyi dynamic growth model. Experimental microbial counts were within predicted upper and lower bounds obtained using the integrated Baranyi dynamic growth and finite element models. In addition, the growth curve at the mean value of initial physiological state parameter for L. monocytogenes underpredicted the microbial growth (standard error = 0.54 log (cfu /mL) and maximum relative difference = 15.49%).
ABSTRACT Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15 to 308.15K (4 to 35C). Based on these data, the parameter values of the Baranyi dynamic growth model were statistically determined. Finite element software, ANSYS, was used to determine temperature distributions in milk cartons subject to a time‐varying ambient temperature profile. The space‐time‐temperature data were input to the Baranyi dynamic growth model, to predict the microbial population density distribution and the average population density in the milk carton. The Baranyi dynamic growth model and the finite element model were integrated and validated using experimental results from inoculated sterilized whole milk in half‐gallon laminated paper cartons. In all experiments, the milk cartons were subjected to the same temperature profile as the Baranyi dynamic growth model. Experimental microbial counts were within predicted upper and lower bounds obtained using the integrated Baranyi dynamic growth and finite element models. In addition, the growth curve at the mean value of initial physiological state parameter for L. monocytogenes underpredicted the microbial growth (standard error = 0.54 log (cfu/mL) and maximum relative difference = 15.49%).
Author MOHTAR, R.H.
PURI, V.M.
ALAVI, S.H.
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  organization: Department of Agricultural and Biological Engineering Purdue University W. Lafayette, IN 47906
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Issue 4
Keywords Performance evaluation
Microorganism growth
Temperature
Microbiological testing
Dairy product
Listeria monocytogenes
Shelf life
Time
Sterilized milk
Warehousing
Predictive microbiology
Distribution
Food preservation
Bacteria
Mathematical model
Biological contamination
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References_xml – reference: GUSTAFSON, R.J., THOMPSON, D.R. and SOKHANSANJ, S. 1979. Temperature and stress analysis of corn kernels - finite element analysis. Trans. ASAE 22, 955-960.
– reference: ROSENOW, E.M. and MARTH, E.H. 1987. Growth of Listeria monocytogenes in skim, whole and chocolate milk, and in whipping cream during incubation at 4, 8, 13, 21 and 35°C. J. Food Prot. 50(6), 452-459.
– reference: PURI, V.M. and ANANTHESWARAN, R.C. 1993. The finite element methods in food processing: A review. J. Food Eng. 19, 247-274.
– reference: LIN, Y.E., ANANTHESWARAN, R.C. and PURI, V.M. 1995. Finite element analysis of microwave heating of solid foods. J. Food Eng. 25, 85-112.
– reference: VILAYANNUR, R.S., PURI, V.M. and ANANTHESWARAN, R.C. 1998a. Size and shape effect on non-uniformity of temperature and moisture distributions in microwave heated food materials - Part I Simulation. J. Food Process Engineering 21, 209-233.
– reference: ANSYS User's Manual. 1994. Swanson Analytical Systems, Inc., Houston , PA .
– reference: VAN IMPE, J.F., NICOLAI, B.M., SCHELLEKENS, M., MARTENS, T. and BAERDEMAKER, J.D. 1995. Predictive microbiology in a dynamic environment: a system theory approach. Intern. J. Food Microbiol. 25, 227-249.
– reference: WALKER, S.J. and STRINGER, M.F. 1987. Growth of Listeria monocytogenes and Aeromonas hydrophila at chill temperatures. J. Appl. Bacteriol. 63, XX.
– reference: MISRA, R.N. and YOUNG, J.H. 1979. Finite element approach for solution of transient heat transfer in spheres. Trans. ASAE 22, 944-949.
– reference: STRINGER, L.J., DIEHL, K.C., WILSON, J.M. and HACKNEY, C.R. 1989. Cooling rates for boxed fish. ASAE Paper No. 89-6120, ASAE, St. Joseph , MI .
– reference: BARANYI, J., ROBINSON, T.P., KALOTI, A. and MACKEY, B.M. 1995. Predicting growth of Brocothorix thermosphacta at changing temperature. Intern. J. Food Microbiol. 27, 61-75.
– reference: KUMAR, A., BHATACHARYA, M. and BLAYCOCK, J. 1990. Numerical simulation of natural convection heating of canned thick viscous liquid food products. J Food Sci. 55, 1403-1411, 1420.
– reference: PAN, J.C. and BHOWMIK, S.R. 1991. The finite element analysis of transient heat transfer in fresh tomatoes during cooling. Trans. ASAE 34, 972-976.
– reference: DONNELLY, C.W. and BRIGGS, E.H. 1986. Psychrotrophic growth and thermal inactivation of Listeria monocytogenes as a function of milk composition. J. Food Prot. 49(12), 994-998.
– reference: McMEEKIN, T.A., OLLEY, J.N., ROSS, T. and RATHKOWSKY, D.A. 1993. Predictive Microbiology - Theory and Application. John Wiley & Sons, New York .
– reference: BLANKENSHIP, L.C., CRAVER, S.E., LEFFLER, R.G. and CUSTER, C. 1988. Growth of Clostridium perfringens in cooked chili during cooling. Appl. Environ. Microbiol. 54, 1104-1108.
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Snippet ABSTRACT Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of...
Experiments were conducted to determine growth characteristics of Listeria monocytogenes in sterilized whole milk at nine temperatures in the range of 277.15...
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SubjectTerms Biological and medical sciences
Finite element method
food contamination
Food industries
Food microbiology
food processing quality
Fundamental and applied biological sciences. Psychology
General aspects
Growth kinetics
Handling, storage, packaging, transport
heat transfer
Listeria monocytogenes
Mathematical models
microbiological quality
Microbiology
Microorganisms
milk
Milk and cheese industries. Ice creams
pasteurization
Physiology
plate count
prediction
spatial distribution
Statistical methods
temperature
Thermal effects
Title A MODEL FOR PREDICTING THE GROWTH OF LISTERIA MONOCYTOGENES IN PACKAGED WHOLE MILK
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Volume 24
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