Laser & Optoelectronics Progress, Volume. 57, Issue 22, 223001(2020)

Determination of Melamine Content in Milk Powder Based on Neural Network Algorithm and Terahertz Spectrum Detection

Jun Hu, Zhen Xu, Maopeng Li, and Yande Liu*
Author Affiliations
  • School of Mechatronics & Vehicle Engineering, East China Jiaotong University, Nanchang, Jiangxi 330013, China
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    References(18)

    [7] Ge H Y, Jiang Y Y, Lian F Y et al. Quantitative determination of aflatoxin B1 concentration in acetonitrile by chemometric methods using terahertz spectroscopy[J]. Food Chemistry, 209, 286-292(2016).

    [8] Huang M, Kim M S, Delwiche S R et al. Quantitative analysis of melamine in milk powders using near-infrared hyperspectral imaging and band ratio[J]. Journal of Food Engineering, 181, 10-19(2016).

    [9] Li J R, Li J S, Zhao X L. Study on rapid detection of melamine compositions by terahertz time-domain spectroscopy[J]. Journal of China Jiliang University, 20, 131-134(2009).

    [10] Li C. Research on detection technology of melamine in milk powder based on terahertz time-domain spectroscopy[D]. Wuhan: Huazhong University of Science and Technology(2009).

    [11] Premalatha N, Valan Arasu A. Prediction of solar radiation for solar systems by using ANN models with different back propagation algorithms[J]. Journal of Applied Research and Technology, 14, 206-214(2016).

    [13] Lotfinejad M M, Hafezi R, Khanali M et al. A comparative assessment of predicting daily solar radiation using bat neural network (BNN), generalized regression neural network (GRNN), and neuro-fuzzy (NF) system: a case study[J]. Energies, 11, 1188(2018).

    [14] Chen T, Li Z, Yin X H et al. Discrimination of genetically modified sugar beets based on terahertz spectroscopy[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 153, 586-590(2016).

    [17] Li M. Study on quality factors and improvement for terahertz time-domain spectroscopy[D]. Tianjin: Tianjin University(2011).

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    Jun Hu, Zhen Xu, Maopeng Li, Yande Liu. Determination of Melamine Content in Milk Powder Based on Neural Network Algorithm and Terahertz Spectrum Detection[J]. Laser & Optoelectronics Progress, 2020, 57(22): 223001

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    Paper Information

    Category: Spectroscopy

    Received: Mar. 13, 2020

    Accepted: Apr. 28, 2020

    Published Online: Nov. 9, 2020

    The Author Email: Yande Liu (jxliuyd@163.com)

    DOI:10.3788/LOP57.223001

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