IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese

Shaowei Liu, Virendra Puri

Research output: Contribution to conferencePaper

Abstract

The cumulative effect of pH and moisture content on the survival and growth of Listeria monocytogenes was studied. Experiments were conducted to determine survival and growth characteristics of L. monocytogenes during ripening of Camembert cheese. Previously developed and verified pH and moisture content models were integrated with a dynamic survival and growth model for L. monocytogenes. In all, three PC-based computational models in MATLAB environment representing three levels of spatial detail were developed for calculating L. monocytogenes population during ripening phase of Camembert cheese. The integrated dynamic growth-finite element method (IDG-FEM) models'predicted survival and growth values were in good agreement with experimental data. The R2 values for the most detailed location-specific, intermediate detail region-specific, and overall section-specific IDG-FEM models were between 0.92 to 0.95, 0.99 and 0.98, and 0.98, respectively. The standard errors for three models between the experimental and predicted values varied from 0.26 to 0.54, 0.28 and 0.52, and 0.14 (CFU/g), respectively.

Original languageEnglish (US)
StatePublished - Dec 1 2005
Event2005 ASAE Annual International Meeting - Tampa, FL, United States
Duration: Jul 17 2005Jul 20 2005

Other

Other2005 ASAE Annual International Meeting
CountryUnited States
CityTampa, FL
Period7/17/057/20/05

Fingerprint

Camembert cheese
Cheeses
Cheese
Listeria monocytogenes
Finite element method
Growth
ripening
Moisture
water content
methodology
Listeria
growth models
MATLAB
Theoretical Models
Population

All Science Journal Classification (ASJC) codes

  • Agricultural and Biological Sciences(all)
  • Bioengineering

Cite this

Liu, S., & Puri, V. (2005). IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese. Paper presented at 2005 ASAE Annual International Meeting, Tampa, FL, United States.
Liu, Shaowei ; Puri, Virendra. / IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese. Paper presented at 2005 ASAE Annual International Meeting, Tampa, FL, United States.
@conference{11b195e934704584b0dbc58e73dfb62d,
title = "IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese",
abstract = "The cumulative effect of pH and moisture content on the survival and growth of Listeria monocytogenes was studied. Experiments were conducted to determine survival and growth characteristics of L. monocytogenes during ripening of Camembert cheese. Previously developed and verified pH and moisture content models were integrated with a dynamic survival and growth model for L. monocytogenes. In all, three PC-based computational models in MATLAB environment representing three levels of spatial detail were developed for calculating L. monocytogenes population during ripening phase of Camembert cheese. The integrated dynamic growth-finite element method (IDG-FEM) models'predicted survival and growth values were in good agreement with experimental data. The R2 values for the most detailed location-specific, intermediate detail region-specific, and overall section-specific IDG-FEM models were between 0.92 to 0.95, 0.99 and 0.98, and 0.98, respectively. The standard errors for three models between the experimental and predicted values varied from 0.26 to 0.54, 0.28 and 0.52, and 0.14 (CFU/g), respectively.",
author = "Shaowei Liu and Virendra Puri",
year = "2005",
month = "12",
day = "1",
language = "English (US)",
note = "2005 ASAE Annual International Meeting ; Conference date: 17-07-2005 Through 20-07-2005",

}

Liu, S & Puri, V 2005, 'IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese' Paper presented at 2005 ASAE Annual International Meeting, Tampa, FL, United States, 7/17/05 - 7/20/05, .

IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese. / Liu, Shaowei; Puri, Virendra.

2005. Paper presented at 2005 ASAE Annual International Meeting, Tampa, FL, United States.

Research output: Contribution to conferencePaper

TY - CONF

T1 - IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese

AU - Liu, Shaowei

AU - Puri, Virendra

PY - 2005/12/1

Y1 - 2005/12/1

N2 - The cumulative effect of pH and moisture content on the survival and growth of Listeria monocytogenes was studied. Experiments were conducted to determine survival and growth characteristics of L. monocytogenes during ripening of Camembert cheese. Previously developed and verified pH and moisture content models were integrated with a dynamic survival and growth model for L. monocytogenes. In all, three PC-based computational models in MATLAB environment representing three levels of spatial detail were developed for calculating L. monocytogenes population during ripening phase of Camembert cheese. The integrated dynamic growth-finite element method (IDG-FEM) models'predicted survival and growth values were in good agreement with experimental data. The R2 values for the most detailed location-specific, intermediate detail region-specific, and overall section-specific IDG-FEM models were between 0.92 to 0.95, 0.99 and 0.98, and 0.98, respectively. The standard errors for three models between the experimental and predicted values varied from 0.26 to 0.54, 0.28 and 0.52, and 0.14 (CFU/g), respectively.

AB - The cumulative effect of pH and moisture content on the survival and growth of Listeria monocytogenes was studied. Experiments were conducted to determine survival and growth characteristics of L. monocytogenes during ripening of Camembert cheese. Previously developed and verified pH and moisture content models were integrated with a dynamic survival and growth model for L. monocytogenes. In all, three PC-based computational models in MATLAB environment representing three levels of spatial detail were developed for calculating L. monocytogenes population during ripening phase of Camembert cheese. The integrated dynamic growth-finite element method (IDG-FEM) models'predicted survival and growth values were in good agreement with experimental data. The R2 values for the most detailed location-specific, intermediate detail region-specific, and overall section-specific IDG-FEM models were between 0.92 to 0.95, 0.99 and 0.98, and 0.98, respectively. The standard errors for three models between the experimental and predicted values varied from 0.26 to 0.54, 0.28 and 0.52, and 0.14 (CFU/g), respectively.

UR - http://www.scopus.com/inward/record.url?scp=70349083750&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=70349083750&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:70349083750

ER -

Liu S, Puri V. IDG-FEM models for survival and growth of L. monocytogenes in Camembert cheese. 2005. Paper presented at 2005 ASAE Annual International Meeting, Tampa, FL, United States.