A novel technique for rapid evaluation of fish freshness using colorimetric sensor array

被引:163
作者
Huang, Xingyi [1 ,2 ]
Xin, Junwei [1 ]
Zhao, Jiewen [1 ]
机构
[1] Jiangsu Univ, Sch Food & Biol Engn, Zhenjiang 212013, Peoples R China
[2] Michigan State Univ, USDA ARS, E Lansing, MI 48824 USA
基金
中国国家自然科学基金;
关键词
Fish; Freshness; Colorimetric sensor array; Detection; ELECTRONIC NOSE; SYSTEM;
D O I
10.1016/j.jfoodeng.2011.03.034
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
An olfaction system based on colorimetric sensor array was developed for fish freshness evaluation. Nine chemically responsive dyes were selected according to their sensitivity to volatile compounds typically occurring during spoilage in fish. The colorimetric sensor array was made by printing selected dyes on a reverse phase silica gel plate. Detection on fish of chub was made every 24 h within seven days. A color change profile for each sample was obtained by differentiating the images of the sensor array before and after exposure to the odor of sample. The digital data representing the color change profiles for the fish samples were analyzed using principal component analysis. The chub samples were classified into three freshness groups using a radial basis function neural network, with an overall classification accuracy of 87.5%. This research suggests that the system is useful for quality evaluation of fish and perhaps other food containing high protein. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:632 / 637
页数:6
相关论文
共 24 条
[1]  
AZERIEE AA, 2009, P 5 INT C SIGN PROC, P215
[2]   SUBMILLISECOND RESPONSE-TIMES OF OXYGEN-QUENCHED LUMINESCENT COATINGS [J].
BARON, AE ;
DANIELSON, JDS ;
GOUTERMAN, M ;
WAN, JR ;
CALLIS, JB ;
MCLACHLAN, B .
REVIEW OF SCIENTIFIC INSTRUMENTS, 1993, 64 (12) :3394-3402
[3]  
BORAH S, 2008, FOOD QUAL PREFER, V2, P7
[4]   Development of a system with enzyme reactors for the determination of fish freshness [J].
Carsol, MA ;
Mascini, M .
TALANTA, 1998, 47 (02) :335-342
[5]   Chemical/biochemical detection of spoilage [J].
Dainty, RH .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 1996, 33 (01) :19-33
[6]   Development of a rapid method based on front-face fluorescence spectroscopy for the monitoring of fish freshness [J].
Dufour, É ;
Frencia, JP ;
Kane, E .
FOOD RESEARCH INTERNATIONAL, 2003, 36 (05) :415-423
[7]   Application of a portable electronic nose system to assess the freshness of Moroccan sardines [J].
El Barbri, N. ;
Llobet, E. ;
El Bari, N. ;
Correig, X. ;
Bouchikhi, B. .
MATERIALS SCIENCE & ENGINEERING C-BIOMIMETIC AND SUPRAMOLECULAR SYSTEMS, 2008, 28 (5-6) :666-670
[8]   Building of a metal oxide gas sensor-based electronic nose to assess the freshness of sardines under cold storage [J].
El Barbri, N. ;
Amari, A. ;
Vinaixa, M. ;
Bouchikhi, B. ;
Correig, X. ;
Llobet, E. .
SENSORS AND ACTUATORS B-CHEMICAL, 2007, 128 (01) :235-244
[9]   An electronic tongue for fish freshness analysis using a thick-film array of electrodes [J].
Gil, Luis ;
Barat, Jose M. ;
Escriche, Isabel ;
Garcia-Breijo, Eduardo ;
Martinez-Manez, Ramon ;
Soto, Juan .
MICROCHIMICA ACTA, 2008, 163 (1-2) :121-129
[10]  
Huang Xingyi, 2009, Chinese Journal of Sensors and Actuators, V22, P913