姜 潮, 韩剑众, 范佳利, 田师一. 低场核磁共振结合主成分分析法快速检测掺假牛乳[J]. 农业工程学报, 2010, 26(9): 340-344.
    引用本文: 姜 潮, 韩剑众, 范佳利, 田师一. 低场核磁共振结合主成分分析法快速检测掺假牛乳[J]. 农业工程学报, 2010, 26(9): 340-344.
    Jiang Chao, Han Jianzhong, Fan Jiali, Tian Shiyi. Rapid detection of adulterated milk by low field-nuclear magnetic resonance coupled with PCA method[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(9): 340-344.
    Citation: Jiang Chao, Han Jianzhong, Fan Jiali, Tian Shiyi. Rapid detection of adulterated milk by low field-nuclear magnetic resonance coupled with PCA method[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(9): 340-344.

    低场核磁共振结合主成分分析法快速检测掺假牛乳

    Rapid detection of adulterated milk by low field-nuclear magnetic resonance coupled with PCA method

    • 摘要: 以掺假牛乳样品为低场核磁共振检测对象,利用主成分分析法(PCA)分析处理Carr-Purcell-Meiboom-Gill (CPMG)序列的检测数据,旨在探求一种能有效分析处理样品弛豫数据的快速方法,并用于牛乳品质的监控。对几种常见掺假形式的(掺入水、食盐、尿素、豆浆等)牛乳样品、复原乳以及纯牛乳样品进行了检测和评价。试验结果表明:纯牛乳和掺入不同物质的掺假牛乳在主成分得分图上可以得到很好的区分;纯牛乳、复原乳及其混合乳也得到了有效的辨识;同时各种掺假牛乳样品随掺假物质的掺加比例在图中呈规律性分布。PCA法可用于快速分析处理低场核磁共振数据,低场核磁共振结合PCA法在乳制品的质量控制及评价中具有较大的应用潜力。

       

      Abstract: The adulterated milk samples were tested by the CPMG sequence of the low field-nuclear magnetic resonance. In order to search for a method to analyze and process the sample data rapidly and effectively, principal component analysis (PCA) was used to monitor milk quality. Milk samples adulterated with water, salt, urea or soybean milk, reconstituted milk and pure milk were prepared for the LF-NMR testing and evaluation. The results showed that LF-NMR can be used to distinguish between pure milk and different kinds of adulterated milk. Pure milk, reconstituted milk and their mixed milk were an effective identification. There was effective identification among pure milk, reconstituted milk and their mixed milk. The application of LF-NMR in adulterated milk with different additive proportions showed the similar result, too. The PCA method can be used to analyze and process the test data of LF-NMR. LF-NMR coupled with PCA shows a greater potential in the evaluation of dairy products quality.

       

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