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DYNAMIC MICROORGANISM GROWTH MODELING FOR SHELF LIFE PREDICTION: APPLICATION TO COOKED AND BRINED SHRIMPS

机译:货架寿命预测的动态微生物生长模型:在煮熟和水煮虾中的应用

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Listeria monocytogenes growth data in cooked and brined shrimps under different storage temperatures (0°C, 5°C, 8°C, 15°C and 25°C) were selected from Combase (Dalgaard and J?rgensen, 2000) to develop a dynamic model for shelf life prediction. Based on a multi-step parameter identification procedure, the Baranyi model was fitted for the growth curves of L. monocytogenes , coupled with the Ratkowsky square root model and a sigmoidal function as secondary models for the temperature dependency of the maximum specific growth rate and the maximum cell density respectively. Uncertainty on the prediction of the global growth model was analyzed and the 95% confidence intervals of the predicted microorganism concentration time profiles were determined. Based on these latter, shelf life estimation was 42-53 days, 9-11 days, 3-4 days at 8°C, 15°C and 25°C respectively according to the upper limit of L. monocytogenes in ready-to-eat products, 100 cfu/g. These results are in agreement with those presented in (Dalgaard and J?rgensen, 2000), which illustrates the shelf life prediction abilities of the proposed dynamic growth model.
机译:从Combase(Dalgaard和J?rgensen,2000)中选择在不同储存温度(0°C,5°C,8°C,15°C和25°C)下煮熟和腌制的虾中李斯特菌的生长数据。保质期预测的动态模型。基于多步参数识别程序,将Baranyi模型拟合到单核细胞增生李斯特菌的生长曲线,并结合Ratkowsky平方根模型和S形函数作为次生模型,用于最大比生长速率和最大温度的温度依赖性。最大细胞密度。分析了全球生长模型预测的不确定性,并确定了预测的微生物浓度时间曲线的95%置信区间。根据后者,根据准备好的单核细胞增生李斯特氏菌的上限,在8°C,15°C和25°C下,保质期估计分别为42-53天,9-11天,3-4天。吃产品,100 cfu / g。这些结果与(Dalgaard and J?rgensen,2000)中提出的结果一致,该结果说明了所提出的动态增长模型的保质期预测能力。

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