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1. 燕山大学 电气工程学院,河北 秦皇岛,066004
2. 燕山大学 机械工程学院,河北 秦皇岛,066004
收稿日期:2015-05-18,
修回日期:2015-06-10,
纸质出版日期:2015-11-14
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徐婧, 刘晓飞, 王玉田. 便携式荧光植物调和油测试系统[J]. 光学精密工程, 2015,23(10z): 47-51
XU Jing, LIU Xiao-fei, WANG Yu-tian. Portable fluorescence blend oil measuring system[J]. Editorial Office of Optics and Precision Engineering, 2015,23(10z): 47-51
徐婧, 刘晓飞, 王玉田. 便携式荧光植物调和油测试系统[J]. 光学精密工程, 2015,23(10z): 47-51 DOI: 10.3788/OPE.20152313.0047.
XU Jing, LIU Xiao-fei, WANG Yu-tian. Portable fluorescence blend oil measuring system[J]. Editorial Office of Optics and Precision Engineering, 2015,23(10z): 47-51 DOI: 10.3788/OPE.20152313.0047.
为了有效地定量检测植物调和油中的单一植物油
建立了便携式荧光植物调和油测试系统并对该系统所采用的测量调和油中单一植物油含量的算法进行研究。首先
设计了便携式荧光植物调和油的系统硬件
以市场上常见的葵花油
大豆油
花生油配置了植物调和油。测量了各种不同比例调和油的荧光光谱及各单一植物油的含量
依据偏最小二乘回归建立相应的数学模型
作为标准数据库。然后
将待测调和油光谱数据带入建立好的偏最小二乘回归模型进行计算
得出待测调和油中单一植物油的含量。实验结果表明:依据建立的偏最小二乘回归模型计算出的待测调和油中各植物油含量的准确率偏差在10%以内。该测试系统测量快、准确度好
需要试样量少
基本满足调和油中各种植物油含量的要求。
To measure quantitatively each single vegetable oil in blend oil
a portable fluorescence blend oil measuring system was established and an algorithm for the measurement of each single vegetable oil in the blend oil was investigated. Firstly
the hardware was designed for portable fluorescence blend vegetable oil measuring system. Then
sunflower oil
soybean oil and peanut oil commonly sold in the market were mixed into blend vegetable oil. The fluorescence spectra of different proportions of blend oil were measured and the content of each single vegetable oil was tested. A corresponding mathematical model was established based on partial least-square regression model to be used as a standard database. Furthermore
spectral data of the blend oil under the test was taken into the partial least-squares regression model established before to calculate and to obtain the content of single vegetable oil in the blend oil. Experimental results indicate that deviation of test accuracy of calculated content of each vegetable oil in the blend oil is within 10% based on the partial least-squares regression model. The measuring system has higher measuring speed
good accuracy and needs a few samples
and it satisfies the system requirements of the quantitative measurement for each single vegetable oil in blend oils.
刘燕德,周延睿,彭彦颖. 基于近红外漫反射光谱检测鸡蛋品质[J]. 光学 精密工程,2013,21(1):40-45. LIU Y D,ZHOU Y R, PENG Y Y. Detection of egg quality by near infrared diffuse reflectance spectroscopy[J]. Opt.Precision Eng.,2013,21(1):40-45.(in Chinese)
鲍一丹,陈纳,何勇,等. 近红外高光谱成像技术快速鉴别国产咖啡豆品种[J]. 光学 精密工程,2015,23(2):349-355. BAO Y D, CHEN N, HE Y, et al.. Rapid identification of coffee bean variety by near infrared hyperspectral imaging technology [J] . Opt.Precision Eng., 2015,23(2):349-355.(in Chinese)
周扬,戴曙光,葛丁飞. 近红外光谱稀疏分量分析检测柴油品质参数[J]. 光学 精密工程,2014,22(2):296-303. ZHOU Y,DAI SH G,GE D F. Detection of diesel quality parameters by near infrared spectroscopy with sparse component analysis[J]. Opt.Precision Eng., 2014,22(2):296-303.(in Chinese)
柳明,李晶,张彬,等. 食用油中甘油三酯聚合物含量测定[J]. 食品研究与开发,2015(1):85-88. LIU M, LI J,ZHANG B,et al.. Determination of triglycerides polymers in edible oils[J].Food Research And Development, 2015(1):85-88. (in Chinese)
杨春英,刘学铭,陈智毅. 15种食用植物油脂肪酸的气相色谱-质谱分析[J]. 食品科学,2013(6):211-214. YANG CH Y, LIU X M, CHEN ZH Y.Determination of fatty acid profiles in fifteen kinds of edible vegetable oil by gas chromatography-mass spectrometry[J]. Food Science, 2013(6):211-214. (in Chinese)
周振亚,李建平,张晴,等. 中国植物油产业发展现状、问题及对策研究[J]. 中国农学通报,2011,32:92-97. ZHOU ZH Y,LI J P,ZHANG Q, et al.. The developing status, problem and countermeasure investigation of the vegetable oil industry in China[J]. Chinese Agricultural Science Bulletin,2011,32:92-97. (in Chinese)
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