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中国精品科技期刊2020
李海峰, 房萌萌. 可见/近红外光谱技术无损检测新鲜鸡蛋pH及蛋白质的研究[J]. 食品工业科技, 2017, (20): 280-283. DOI: 10.13386/j.issn1002-0306.2017.20.050
引用本文: 李海峰, 房萌萌. 可见/近红外光谱技术无损检测新鲜鸡蛋pH及蛋白质的研究[J]. 食品工业科技, 2017, (20): 280-283. DOI: 10.13386/j.issn1002-0306.2017.20.050
LI Hai-feng, FANG Meng-meng. Vis/NIR spectroscopy nondestructive examination of fresh eggs p H and protein detection[J]. Science and Technology of Food Industry, 2017, (20): 280-283. DOI: 10.13386/j.issn1002-0306.2017.20.050
Citation: LI Hai-feng, FANG Meng-meng. Vis/NIR spectroscopy nondestructive examination of fresh eggs p H and protein detection[J]. Science and Technology of Food Industry, 2017, (20): 280-283. DOI: 10.13386/j.issn1002-0306.2017.20.050

可见/近红外光谱技术无损检测新鲜鸡蛋pH及蛋白质的研究

Vis/NIR spectroscopy nondestructive examination of fresh eggs p H and protein detection

  • 摘要: 本文利用可见/近红外光谱技术检测新鲜鸡蛋p H和蛋白质。分别采集新鲜鸡蛋在400~1000 nm和900~1700 nm波长范围的漫反射光谱,使用多元散射矫正(MSC)、标准正态变量变换(SNV)等光谱预处理技术,选择最佳的预处理方法,使用偏最小二乘法(PLS)建立p H和蛋白质模型并对其进行评价。结果表明,基于900~1700 nm波长范围的光谱获得的p H模型较好,其校正集相关系数为0.948,预测集相关系数为0.855;基于400~1000 nm波长范围的光谱获得的蛋白质模型较好,其校正集相关系数为0.927,预测集相关系数为0.906。研究表明,可见/近红外光谱技术可以较好的预测新鲜鸡蛋的p H和蛋白质,为鸡蛋营养成分的快速无损检测提供新的思路和方法。 

     

    Abstract: In this paper, p H and protein of fresh eggs were detected by visible/near infrared spectroscopy technology.The diffuse reflectance spectra of fresh eggs in 400 ~ 1000 nm and 900 ~ 1700 nm were collected respectively. The optimal pretreatment method was selected by spectral preprocessing techniques such as multiple scattering correction ( MSC) and standard normal variable transform ( SNV) .Partial least squares ( PLS) was used to establish p H-protein and protein model then evaluated it.The results showed that the p H model based on the spectral range of 900 ~ 1700 nm was better, the correlation coefficient of the calibration set was 0.948, the correlation coefficient was 0.855.The protein model based on the spectral range of 4001000 nm was better, the correlation coefficient of the calibration set was 0.927, and the correlation coefficient of the prediction set was0.906. The research showed that visible/near infrared spectroscopy could rightly predict the p H and protein of fresh eggs, and it could provide new ideas and methods for rapid nondestructive testing of nutrient components.

     

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