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基于Weibull分布的高压脉冲电场杀菌动力学模型

Inactivation kinetics model of Escherichia coli by pulsed electric field derived from Weibull model
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摘要 研究了高压脉冲电场技术对橙汁中大肠杆菌的杀菌动力学模型。以橙汁中普遍存在的大肠杆菌作为研究对象,分析各物理量(电场强度、处理时间、初始温度)及它们的交互作用对大肠杆菌的杀菌效果。首先,采用场发射扫描电子显微镜观察高压脉冲电场对大肠杆菌细胞的破坏作用,然后通过Weibull模型对试验数据进行拟合,得到大肠杆菌的杀菌预测模型,并通过独立试验数据验证模型的偏移因素和准确度因素。结果表明,Weibull模型可用于预测高压脉冲电场技术对橙汁中大肠杆菌的杀菌效果。 The aims of this study were to study the inactivation kinetic model of Escherichia coli in orange juice by pulsed electric field (PEF) treatment. The lethal effects of various PEF processing parameters (electric field intensi- ty, treatment time, initial temperature) were analyzed to evaluate the efficiency of PEF on the inactivation of Esche- richia coli which was common in orange juice. The results from field emission scanning eleciron microscope (FESEM) imaging of Escherichia coli indicated that the PEF treatment induced the destruction of cell membrane structures. The inactivation kinetic model of Escherichia coli was obtained by fitting with Weibull model, and the model was validated by bias factor and accuracy factor. This research suggested that the Weibull model was suitable for predicting the survival ratio of Escherichia coli in orange juice treated by PEF.
出处 《浙江农业学报》 CSCD 北大核心 2015年第8期1484-1488,共5页 Acta Agriculturae Zhejiangensis
基金 国家自然科学基金(31401667) 浙江省重大科技专项(2012C030) 浙江省教育厅科研项目(Y201327362)
关键词 高压脉冲电场 WEIBULL分布 大肠杆菌 杀菌动力学模型 pulsed electric field Weibull model Escherichia coli inactivation kinetic model
作者简介 章娟(1977-),女,浙江金华人,硕士,讲师,从事模式识别及数据挖掘研究。E-mail:hdzj1010@hdu.edu.cn. 通讯作者,应南娇,E-mail:yingnj@hdu.edu.cn
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