显色的
电子鼻
偏最小二乘回归
食物腐败
主成分分析
食品科学
中层
传感器阵列
改性大气
化学
主成分回归
化学计量学
感官分析
色谱法
材料科学
数学
细菌
生物
保质期
纳米技术
统计
遗传学
作者
Yolanda Salinas,José V. Ros‐Lis,José‐Luis Vivancos,Ramón Martínez‐Máñez,M. Dolores Marcos,Susana Aucejo,Nuria Herranz,Inmaculada Lorente,Emilio Garcia
出处
期刊:Food Control
[Elsevier BV]
日期:2013-07-08
卷期号:35 (1): 166-176
被引量:127
标识
DOI:10.1016/j.foodcont.2013.06.043
摘要
We report herein the development of a new optoelectronic nose composed of seven sensing materials prepared by the incorporation of pH indicators and chromogenic reagents selective to metabolites into inorganic materials (UVM-7 and alumina). The nose has been applied to monitor fresh pork sausage ageing. Sausages were packaged together with the disposable array in a modified packaging atmosphere (30% CO2, 70% N2) and colour changes were measured at seven day intervals. Simultaneously, microbiological and sensory analyses were performed. Colour modulations of the chromogenic array were processed with standard analytical tools, including principal component analysis (PCA) and partial least squares (PLS). According to the PCA, the array was able to monitor the sausage spoilage process and to distinguish between each sampled day. Moreover, the PLS statistical analysis of the chromogenic data displayed a linear correlation between the predicted and measured values of the storage days, mesophilic bacteria (cfu g−1) and the sensory score with regression coefficients of 0.9300, 0.9472 and 0.9381, respectively.
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