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Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information
Zhang D1; Nie JF1; Niu XC1; Chen F1; Hu ZL1; Wen XL1; Li YQ(李玉琼)2; Guo LB1
发表期刊FOOD CHEMISTRY
2022-08-30
卷号386页码:8
ISSN0308-8146
摘要

A novel and effective method named time-resolved spectral-image laser-induced breakdown spectroscopy (TRSI-LIBS) was proposed to achieve precise qualitative and quantitative analysis of milk powder quality. To verify the feasibility of TRSI-LIBS, qualitative and quantitative analysis of milk powder quality was carried out. For qualitative analysis of foreign protein adulteration, the accuracy of models based on TRSI-LIBS was higher than those based on LIBS, with an accuracy improvement of about 5% to 10%. For the quantitative analysis of foreign protein adulteration and element content, the quantitative analysis models based on TSRI-LIBS also had better effect. For instance, limit of detection (LOD),determination coefficient of prediction (R(2)p), root-mean-square error of prediction (RMSEP) and average relative error of prediction (AREP) of quantitative model of calcium (Ca) content based on TRSI-LIBS improved from 1.47 mg/g, 0.95, 0.35 mg/g and 23.29% to 0.81 mg/g, 0.98, 0.20 mg/g and 12.60%.

关键词Laser-induced breakdown spectroscopy Quality of milk powder Adulteration Calcium Qualitative and quantitative analysis
DOI10.1016/j.foodchem.2022.132763
收录类别SCI ; EI
语种英语
WOS记录号WOS:000793036700012
关键词[WOS]ADULTERATION ; CLASSIFICATION ; LIBS ; SPECTROMETRY ; ROCK
WOS研究方向Chemistry ; Food Science & Technology ; Nutrition & Dietetics
WOS类目Chemistry, Applied ; Food Science & Technology ; Nutrition & Dietetics
资助项目Fundamental Research Funds for Central Universities[2021yjsCXCY073] ; National Natural Science Foundation of China[62075069] ; National Natural Science Foundation of China[61575209] ; Youth Innovation Promotion Association, Chinese Academy of Sciences[2018024]
项目资助者Fundamental Research Funds for Central Universities ; National Natural Science Foundation of China ; Youth Innovation Promotion Association, Chinese Academy of Sciences
论文分区一类
力学所作者排名1
RpAuthorLi, Yuqiong
引用统计
被引频次:9[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://dspace.imech.ac.cn/handle/311007/89325
专题流固耦合系统力学重点实验室
作者单位1.Huazhong Univ Sci & Technol, Wuhan Natl Lab Optoelect WNLO, Wuhan 430074, Hubei, Peoples R China;
2.Chinese Acad Sci, Inst Mech, Key Lab Mech Fluid Solid Coupling Syst, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Zhang D,Nie JF,Niu XC,et al. Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information[J]. FOOD CHEMISTRY,2022,386:8.
APA Zhang D.,Nie JF.,Niu XC.,Chen F.,Hu ZL.,...&Guo LB.(2022).Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information.FOOD CHEMISTRY,386,8.
MLA Zhang D,et al."Time-resolved spectral-image laser-induced breakdown spectroscopy for precise qualitative and quantitative analysis of milk powder quality by fully excavating the matrix information".FOOD CHEMISTRY 386(2022):8.
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