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便携式近红外甲醇检测仪与实验室仪器预测能力比较
引用本文:刘建学,尹晓慧,韩四海,李 璇,徐宝成,李佩艳,罗登林. 便携式近红外甲醇检测仪与实验室仪器预测能力比较[J]. 食品安全质量检测学报, 2019, 10(19): 6432-6437
作者姓名:刘建学  尹晓慧  韩四海  李 璇  徐宝成  李佩艳  罗登林
作者单位:河南科技大学食品与生物工程学院;河南省食品原料工程技术研究中心
基金项目:国家自然科学基金项目(31471658)、河南省自然科学基金项目(162300410004)、河南省科技攻关项目(172102310694)
摘    要:目的探究联合研发便携式近红外检测仪检测白酒基酒中甲醇含量的可行性。方法分别用比色皿、液体探头取样检测白酒基酒中甲醇的含量,借助化学计量学方法建立白酒中甲醇含量的预测模型,并与实验室VECTOR33型近红外光谱仪所建模型的预测能力进行比较。结果校正集决定系数分别为:0.819、0.838、0.886,校正标准差分别为:16.13、15.78、14.60mg/L,验证集的决定系数分别为:0.814、0.820、0.844,预测标准差分别为:19.99、19.25、20.44 mg/L,平均相对误差分别为:8.94%、8.32%、9.34%。结论研发的便携式近红外检测仪与实验室仪器的检测结果具有较好的一致性,可以用来检测白酒基酒中甲醇含量。

关 键 词:便携式光谱仪   白酒基酒   甲醇   模型构建
收稿时间:2019-05-08
修稿时间:2019-06-12

Comparison of prediction ability between portable near infrared methanol detector and laboratory instrument
LIU Jian-Xue,YIN Xiao-Hui,HAN Si-Hai,LI Xuan,XU Bao-Cheng,LI Pei-Yan and LUO Deng-Lin. Comparison of prediction ability between portable near infrared methanol detector and laboratory instrument[J]. Journal of Food Safety & Quality, 2019, 10(19): 6432-6437
Authors:LIU Jian-Xue  YIN Xiao-Hui  HAN Si-Hai  LI Xuan  XU Bao-Cheng  LI Pei-Yan  LUO Deng-Lin
Abstract:Objective To explore the feasibility of developing a portable near infrared detector to detect methanol content in liquor base liquor. Methods The methanol content in liquor base liquor was detected by the sampling of colorimetric dish and liquid probe, and the prediction model of methanol content in liquor was established by stoichiometry, and compared with the prediction ability of the model established by VECTOR33 nir spectrometer in the laboratory. Results The determination coefficients of the calibration set were: 0.819, 0.838, 0.886, the calibration standard deviation was: 16.13, 15.78, 14.60 mg/L, the determination coefficients of the validation set were: 0.814, 0.820, 0.844, the prediction standard deviation was: 19.99, 19.25, 20.44 mg/L, and the average relative errors were: 8.94%, 8.32%, 9.34%, respectively. Conclusion The portable near infrared detector developed has good consistency with the test results of laboratory instruments, which can be used to detect the methanol content in liquor base liquor.
Keywords:portable spectrometer   liquor base liquor   methanol   model establishment
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