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Inactivation model and risk-analysis design for apple juice processing by high-pressure CO2

机译:高压CO2处理苹果汁的失活模型及风险分析设计

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摘要

Sigmoidal microbial survival curves are observed in high-pressure carbon dioxide (HPCD) pasteurization treatments. The objectives of this study were to use the Gompertz primary model to describe the inactivation in apple juice of the pathogen Escherichia coli CGMCC1.90 and to apply probabilistic engineering to select HPCD treatments meeting at least 5 log10 reductions (SV ≥ 5) at 95% confidence. This required secondary models for the temperature (T, °C) and pressure (P, MPa) dependence of the Gompertz model parameters. The expressions b(T, P) = 14.21 + 0.011P - 0.67T + 0.0085T2 and c(T, P) =  - 0.10 + 0.0023P + 0.0037T selected using goodness-of-fit measures and assessments based on Akaike and Bayesian information criteria were consistent with proposed mechanistic models for HPCD bactericidal effects. Monte Carlo simulations accounting for the variability and uncertainty of the parameter b and c estimates were used to predict SV values for a given time, temperature and CO2 pressure combination and desired confidence boundary. A similar approach used to estimate process times meeting SV ≥ 5 at 95% confidence for a given temperature and CO2 pressure combination, showed that HPCD processes met this requirement only for relatively long processing times, i.e., 35–124 min in the experimental range of 32–42 °C and 10–30 MPa. Therefore, further HPCD research is required to reduce processing time.
机译:在高压二氧化碳(HPCD)巴氏灭菌处理中观察到了S型微生物的生存曲线。这项研究的目的是使用Gompertz初级模型来描述病原体大肠杆菌CGMCC1.90在苹果汁中的失活,并应用概率工程来选择在95%时满足至少5 log10降低(SV≥5)的HPCD治疗置信度。这需要Gompertz模型参数对温度(T,°C)和压力(P,MPa)依赖性的辅助模型。表达式b(T,P)= 14.21 + 0.011P-0.67T + 0.0085T 2 和c(T,P)= -0.10 + 0.0023P + 0.0037T基于Akaike和Bayes信息标准的评估和评估与所建议的HPCD杀菌作用机理模型一致。考虑参数b和 c 估计值的变异性和不确定性的Monte Carlo模拟用于预测给定时间,温度和CO2压力组合以及所需置信度边界下的 SV 值。对于给定的温度和CO2压力组合,用于估计在95%置信度下满足 SV ≥5的处理时间的类似方法表明,HPCD处理仅在相对较长的处理时间(即35-在32-42°C和10-30 MPa的实验范围内为124分钟。因此,需要进一步的HPCD研究以减少处理时间。

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