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Weibull Model for Inactivation of Geobacillus stearothermophilus Spores in Superheated Steam. Dagmara Head and Stefan Cenkowski Department of Biosystems Engineering, University of Manitoba, Winnipeg, MB.
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Weibull Model for Inactivation of Geobacillus stearothermophilus Spores in Superheated Steam Dagmara Head and Stefan Cenkowski Department of Biosystems Engineering, University of Manitoba, Winnipeg, MB CSBE-SCGAB 2009 Annual Conference, Rodd’s Brudenell River Resort,Prince Edward Island, 12 – 15 July 2009
Superheated steam (SS) SS – water vapour heated to temperature above boiling point at given pressure SS processing: • rapid transfer of heat • air-free environment • energy savings – condensate reuse Introduction Objectives Conclusions Results Materials & Methods
Hi, I’m G. stearothermophilus spore, and I’m TOUGH!!! Geobacillus stearothermophilus • Gram positive, thermophilic bacterium • Forms highly heat-resistant spores Introduction Objectives Conclusions Results Materials & Methods
Presumed to follow the first order kinetics model: Where: No - initial number of microorganisms (cfu/g), N - number of microorganisms at time t (cfu/g), t - treatment time (min), k – a rate constant (1/min) Non-linearity of survivor curves (shoulders, tails, upward or downward concavity) Thermal inactivation of microorganisms Introduction Objectives Conclusions Results Materials & Methods
Survivor curves for G. stearothermophilus spores exposed to SS Introduction Objectives Conclusions Results Materials & Methods
The Weibull model • Fit of the model Introduction Objectives Conclusions Results Materials & Methods
The Weibull model Where: No - initial number of microorganisms (cfu/g), N - number of microorganisms at time t (cfu/g), t - treatment time (min), α- scale parameter (min), β - shape parameter (non-dimensional) Introduction Objectives Conclusions Results Materials & Methods
6.3 cm Superheated Steam Processing System Introduction Objectives Conclusions Materials & Methods Results
Processing conditions • SS at 0.35 m/s and 130-175oC (15oC increments) • Geobacillus stearothermophilus ATCC 10149 + sand: @ low inoculum: 3 log cfu/g @ high inoculum: 6 log cfu/g Introduction Objectives Conclusions Materials & Methods Results
α and βparameters of the Weibull model Introduction Objectives Conclusions Materials & Methods Results
The shape and scale parameters as functions of SS temperature Where:a1, a2, b1, b2are coefficients, Tis SS temperature (oC) The expanded Weibull model Introduction Objectives Conclusions Materials & Methods Results
Validation of the Weibull model – low inoculum R2 0.82-0.97; slope 0.78-1.09 Introduction Objectives Conclusions Materials & Methods Results
Validation of the Weibull model – high inoculum R2 0.7-1; slope 0.82-1.28 but for 130oC R2 0.17; slope 0.15 Introduction Objectives Conclusions Materials & Methods Results
The Weibull model to predict survival of Geobacillus stearothermophilus spores exposed to SS at 145-175oC • Survival predicted based on SS temperature and treatment time Materials & Methods Introduction Objectives Results Conclusions
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