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中国精品科技期刊2020
王六强, 张春红, 高爽, 李晨, 马涛. 基于主成分分析法评价谷朊粉品质[J]. 食品工业科技, 2014, (20): 86-90. DOI: 10.13386/j.issn1002-0306.2014.20.010
引用本文: 王六强, 张春红, 高爽, 李晨, 马涛. 基于主成分分析法评价谷朊粉品质[J]. 食品工业科技, 2014, (20): 86-90. DOI: 10.13386/j.issn1002-0306.2014.20.010
WANG Liu-qiang, ZHANG Chun-hong, GAO Shuang, LI Chen, MA Tao. Quality evaluation of wheat gluten based on principal component analysis[J]. Science and Technology of Food Industry, 2014, (20): 86-90. DOI: 10.13386/j.issn1002-0306.2014.20.010
Citation: WANG Liu-qiang, ZHANG Chun-hong, GAO Shuang, LI Chen, MA Tao. Quality evaluation of wheat gluten based on principal component analysis[J]. Science and Technology of Food Industry, 2014, (20): 86-90. DOI: 10.13386/j.issn1002-0306.2014.20.010

基于主成分分析法评价谷朊粉品质

Quality evaluation of wheat gluten based on principal component analysis

  • 摘要: 以10种市售谷朊粉为试材,在分析谷朊粉的水分、灰分、粗脂肪、粗蛋白等理化指标及吸水率、溶解性、持水力、起泡性及泡沫稳定性等功能性的基础上,利用主成分分析法对谷朊粉的品质进行了的评价。结果表明:不同企业生产的谷朊粉品质不同,通过主成分分析,提取3个主成分累计方差贡献率为83.824%,其中第1、第2和第3主成分方差贡献率分别为54.443%、18.039%和11.341%。确定泡沫稳定性、溶解性、吸水率、起泡性、水分及粗蛋白含量是影响谷朊粉品质的重要指标,建立了综合评价谷朊粉品质的方法,对谷朊粉品质进行综合评分并排序。谷朊粉综合得分越高,谷朊粉的品质越好,10种谷朊粉中排在前三位的依次是8号、5号和7号谷朊粉。 

     

    Abstract: Ten kinds of different wheat gluten were selected as samples in this experiment, the quality of different wheat gluten was evaluated by the principal component analysis method based on the main quality index of gluten including moisture, ash, crude fat, crude protein, water absorption, solubility, retention ability, foaming ability and foam stability. The results showed that the quality of different productions was different, the first three principal components were selected from nine parameters of wheat gluten and the cumulative contribution to variance was up to 83.824% with principal component analysis method. The first, second and third principal component of total variability accounts for 54.443%, 18.039% and 11.341% respectively. Moisture, crude protein, water absorption, solubility, foaming ability and foam stability were the most important factors affecting the quality of wheat gluten. According to the method, the wheat gluten were scored and ranked, the higher the score was, the better the quality was, and the top three were No.8, No.5, and No.7.

     

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