首页> 外文会议>2004 CIGR International Conference : Collection of Extent Abstracts >Application of Mid-Infrared Spectroscopy andChemometrics to the Monitoring of Cheddar CheeseRipening
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Application of Mid-Infrared Spectroscopy andChemometrics to the Monitoring of Cheddar CheeseRipening

机译:中红外光谱和化学计量学在切达干酪成熟度监测中的应用

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Mid-infrared (MIR) spectroscopy is a rapid and non-destructive monitoring technique. Itmay offer unique information regarding cheese structure and hence ripening stage, which is critical toproduct quality. The objective of this study was to investigate the potential of MIR spectroscopy inconjunction with chemometrics to discriminate between Cheddar cheese samples based on ripeningage. Cheddar cheese samples (n = 24) were manufactured using either natural or bacterial enzymesand aged for 12 months at 8 °C. MIR spectra (640 – 4000 cm-1) were collected at 4, 6, 9 and 12months, pre-treated and subjected to principal component analysis. Using this method cleardifferentiation was observed in a principal component (PC) scatter plot (PC1 v PC2) between the 4/6,9 and 12 month samples. PC loadings plots indicated that the main regions of differencecorresponded with fat bands. The pre-treated data was also subjected to partial least squaresregression. Three models were developed. The first contained 4 ripening ages (4, 6, 9 and 12 month)and predicted age with an RMSEP of 1 month. The 4 and 6 month samples were combinedproducing a < 6 month sample group and the RMSEP fell to 0.73 months. The final modelincorporated just 6, 9 and 12 month samples and had an RMSEP of 0.66 months. Therefore this
机译:中红外(MIR)光谱是一种快速且无损的监测技术。它 可能会提供有关奶酪结构及其成熟阶段的独特信息,这对于 产品质量。这项研究的目的是研究MIR光谱学在中国的潜力。 结合化学计量学,以基于成熟度区分切达干酪样品 年龄。切达干酪样品(n = 24)是使用天然或细菌酶生产的 并在8°C下老化12个月。在4、6、9和12时收集了MIR光谱(640 – 4000 cm-1) 个月,经过预处理,并进行了主成分分析。用这种方法清除 在4/6之间的主成分(PC)散点图(PC1 v PC2)中观察到了差异, 9和12个月的样本。 PC装载图表明主要差异区域 对应于脂肪带。预处理后的数据也经历了最小二乘 回归。开发了三种模型。第一个包含4个成熟年龄(4、6、9和12个月) 并预测年龄,RMSEP为1个月。合并4个月和6个月的样本 产生了小于6个月的样本组,RMSEP降至0.73个月。最终模型 仅包含6、9和12个月的样本,RMSEP为0.66个月。所以这个

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