Simultaneous spectrophotometric determination of four preservatives in foodstuffs by multivariate calibration and artificial neural networks

被引:17
|
作者
Chen, Yan Qing [3 ]
Ni, Yong Nian [1 ,2 ]
机构
[1] Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China
[2] Nanchang Univ, Dept Chem, Nanchang 330031, Peoples R China
[3] Nanchang Hangkong Univ, Expt Ctr Basic Chem, Nanchang 330063, Peoples R China
基金
中国国家自然科学基金;
关键词
Spectrophotometry; Preservatives; Multivariate calibration; Artificial neural networks; BENZOIC-ACID; SORBIC ACID; FOOD;
D O I
10.1016/j.cclet.2009.01.006
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Benzoic acid (BA), methylparaben (MP), propylparaben (PP) and sorbic acid (SA) are food preservatives, and they have well defined UV spectra. However, their spectra overlap seriously, and it is difficult to determine them individually from their mixtures without preseparation. In this paper, seven different chemometric approaches were applied to resolve the overlapping spectra and to determine these compounds simultaneously. With respect to the criteria of % relative prediction error (RPE) and % recovery, principal component regression (PCR) and radial basis function-artificial neural network (RBF-ANN) were the preferred methods. These two methods were successfully applied to the analysis of some commercial samples. (C) 2009 Yong Nian Ni. Published by Elsevier B.V. on behalf of Chinese Chemical Society. All rights reserved.
引用
收藏
页码:615 / 619
页数:5
相关论文
共 50 条
  • [31] Simultaneous kinetic-spectrophotometric determination of three organophosphorus pesticides with multivariate calibration methods
    Ni Yong-Nian
    Cao Dong-Xia
    CHEMICAL JOURNAL OF CHINESE UNIVERSITIES-CHINESE, 2006, 27 (06): : 1048 - 1050
  • [32] Simultaneous Spectrophotometric Determination of Amitriptyline Hydrochloride and Chlordiazepoxide in Pharmaceutical Tablets by Multivariate Calibration Method
    Sarrafi, Amir H. M.
    Khodakarami, Ziba
    Karkeabadi, Masoumeh
    E-JOURNAL OF CHEMISTRY, 2009, 6 : S111 - S116
  • [33] Artificial Neural Networks for the Simultaneous Spectrophotometric Determination of Amoxicillin Trihydrate, Metronidazole and Pantoprazole in pharmaceutical Formulations.
    Hendawy, Hassan A. M.
    Amin, Alaa S.
    Moalla, S. M. N.
    Aish, Mai
    EGYPTIAN JOURNAL OF CHEMISTRY, 2023, 66 (06): : 119 - 127
  • [34] Artificial Neural Networks (ANN) for the Simultaneous Spectrophotometric Determination of Fluoxetine and Sertraline in Pharmaceutical Formulations and Biological Fluid
    Hasanjani, Hamid Reza Akbari
    Sohrabi, Mahmoud Reza
    IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH, 2017, 16 (02): : 478 - 489
  • [35] Simultaneous kinetic-spectrophotometric determination of three organophosphorus pesticides with multivariate calibration methods
    Department of Chemistry, Nanchang University, Nanchang 330047, China
    Kao Teng Hsueh Hsiao Hua Heush Hsueh Pao, 2006, 6 (1048-1050):
  • [36] Using artificial neural network for simultaneous spectrophotometric determination of cobalt and nickel
    Sohrabi, M. R.
    Maleki, P. Abdol
    Davallo, M.
    Haeri, P. A.
    ASIAN JOURNAL OF CHEMISTRY, 2007, 19 (01) : 109 - 115
  • [37] Sensitivity for Multivariate Calibration Based on Multilayer Perceptron Artificial Neural Networks
    Chiappini, Fabricio A.
    Allegrini, Franco
    Goicoechea, Hector C.
    Olivieri, Alejandro C.
    ANALYTICAL CHEMISTRY, 2020, 92 (18) : 12265 - 12272
  • [38] Simultaneous determination of cobalt and nickel by spectrophotometric method and artificial neural network
    Rezaei, B
    Ensafi, AA
    Shandizi, F
    MICROCHEMICAL JOURNAL, 2001, 70 (01) : 35 - 40
  • [39] Simultaneous Spectrophotometric Determination of Three Tolualdehyde Isomers by Artificial Neural Networks and Its Comparison with Partial Least Squares
    Fang Huiwen
    Li Hui
    Li Yanwei
    Zhao Jing
    Xu Jian
    CHINESE JOURNAL OF CHEMISTRY, 2009, 27 (03) : 546 - 550
  • [40] The application of artificial neural networks and support vector regression for simultaneous spectrophotometric determination of commercial eye drop contents
    Valizadeh, Maryam
    Sohrabi, Mahmoud Reza
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 193 : 297 - 304