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, Deng2; Nie, Junfei2; Niu, Xuechen2; Chen, Feng2; Hu, Zhenlin2; Wen, Xuelin2; Li, Yuqiong1; Guo, Lianbo2 | |
刊名 | FOOD CHEMISTRY |
2022-08-30 | |
卷号 | 386页码:8 |
关键词 | Laser-induced breakdown spectroscopy Quality of milk powder Adulteration Calcium Qualitative and quantitative analysis |
ISSN号 | 0308-8146 |
DOI | 10.1016/j.foodchem.2022.132763 |
通讯作者 | Li, Yuqiong(liyuqiong@imech.ac.cn) ; Guo, Lianbo(lbguo@hust.edu.cn) |
英文摘要 | 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%. |
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] |
WOS关键词 | ADULTERATION ; CLASSIFICATION ; LIBS ; SPECTROMETRY ; ROCK |
WOS研究方向 | Chemistry ; Food Science & Technology ; Nutrition & Dietetics |
语种 | 英语 |
WOS记录号 | WOS:000793036700012 |
资助机构 | Fundamental Research Funds for Central Universities ; National Natural Science Foundation of China ; Youth Innovation Promotion Association, Chinese Academy of Sciences |
内容类型 | 期刊论文 |
源URL | [http://dspace.imech.ac.cn/handle/311007/89324] |
专题 | 力学研究所_流固耦合系统力学重点实验室(2012-) |
通讯作者 | Li, Yuqiong; Guo, Lianbo |
作者单位 | 1.Chinese Acad Sci, Inst Mech, Key Lab Mech Fluid Solid Coupling Syst, Beijing 100190, Peoples R China 2.Huazhong Univ Sci & Technol, Wuhan Natl Lab Optoelect WNLO, Wuhan 430074, Hubei, Peoples R China |
推荐引用方式 GB/T 7714 |
Zhang, Deng,Nie, Junfei,Niu, Xuechen,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, Deng.,Nie, Junfei.,Niu, Xuechen.,Chen, Feng.,Hu, Zhenlin.,...&Guo, Lianbo.(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, Deng,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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