Added value of experts' knowledge to improve a quantitative microbial exposure assessment model — Application to aseptic-UHT food products

International Journal of Food Microbiology(2015)

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摘要
In a previous study, a quantitative microbial exposure assessment (QMEA) model applied to an aseptic-UHT food process was developed [Pujol, L., Albert, I., Magras, C., Johnson, N. B., Membré, J. M. Probabilistic exposure assessment model to estimate aseptic UHT product failure rate. 2015 International Journal of Food Microbiology. 192, 124–141]. It quantified Sterility Failure Rate (SFR) associated with Bacillus cereus and Geobacillus stearothermophilus per process module (nine modules in total from raw material reception to end-product storage). Previously, the probabilistic model inputs were set by experts (using knowledge and in-house data). However, only the variability dimension was taken into account.
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关键词
Bacillus cereus,Geobacillus stearothermophilus,Sterility Failure Rate,Hygienic design model,Uncertainty and variability separation,Second-order Monte Carlo simulation
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