Electrochemical impedance spectroscopy characterization of beverages

被引:21
|
作者
Soares, C. [1 ]
Tenreiro Machado, J. A. [2 ]
Lopes, Antonio M. [3 ]
Vieira, E. [1 ]
Delerue-Matos, C. [1 ]
机构
[1] Polytech Porto, Inst Engn, REQUIMTE LAQV, R Dr Antonio Bernardino Almeida 431, P-4249015 Porto, Portugal
[2] Polytech Porto, Inst Engn, Dept Elect Engn, R Dr Antonio Bernardino Almeida 431, P-4249015 Porto, Portugal
[3] Univ Porto, Fac Engn, UISPA LAETA INEGI, Rua Dr Roberto Frias, P-4200465 Porto, Portugal
关键词
Electrochemical impedance spectroscopy; Multidimensional scaling; Clustering; Visualization; FRACTIONAL CALCULUS; MILK;
D O I
10.1016/j.foodchem.2019.125345
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
This paper compares the results of standard chemical analytical processes and electrochemical impedance spectroscopy (EIS) in the characterization of different beverages, namely ground coffee, soluble coffee, coffee substitutes, barley, cow milk, vegetable drinks, tea, plant infusions and plant mixtures. For the two approaches, the similarities between the experimental data are assessed by means of the Euclidean and Canberra distances. The resulting information is processed by means of the multidimensional scaling (MDS) clustering and visualization algorithm. The results of the chemical analytical processes and EIS reveal identical clusters for the two adopted distances. Furthermore, the robustness of the experimental and computational scheme are assessed by means of the Procrustes technique. The results confirm the effectiveness of combining the EIS and MDS.
引用
收藏
页数:8
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