Printed Disposable Colorimetric Array for Metal Ion Discrimination

被引:29
作者
Ariza-Avidad, M. [1 ]
Salinas-Castillo, A. [1 ]
Cuellar, M. P. [2 ]
Agudo-Acemel, M. [1 ]
Pegalajar, M. C. [2 ]
Capitan-Vallvey, L. F. [1 ]
机构
[1] Univ Granada, Fac Sci, ECsens Dept Analyt Chem, E-18071 Granada, Spain
[2] Univ Granada, ETS Ingn Informat & Telecomunicac, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
关键词
SENSOR ARRAY; OPTICAL TONGUE; ELECTRONIC TONGUE; IDENTIFICATION;
D O I
10.1021/ac501670f
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
One of the main limiting factors in optical sensing arrays is the reproducibility in the preparation, typically by spin coating and drop casting techniques, which produce membranes that are not fully homogeneous. In this paper, we increase the discriminatory power of colorimetric arrays by increasing the reproducibility in the preparation by inkjet printing and measuring the color from the image of the array acquired by a digital camera, using the H coordinate of the HSV color space as the analytical parameter, which produces robust and precise measurements. A disposable 31 mm x 19 mm nylon membrane with 35 sensing areas with 7 commercial chromogenic reagents makes it possible to identify 13 metal ions and to determine mixtures with up to 5 ions using a two-stage neural network approach with higher accuracy than with previous approaches.
引用
收藏
页码:8634 / 8641
页数:8
相关论文
共 29 条
[1]   Inkjet Printing: A Real Opportunity for the Next Generation of Low-Cost Sensors [J].
Ando, Bruno .
IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2013, 16 (03) :44-48
[2]   Feasibility of the use of disposable optical tongue based on neural networks for heavy metal identification and determination [J].
Ariza-Avidad, M. ;
Cuellar, M. P. ;
Salinas-Castillo, A. ;
Pegalajar, M. C. ;
Vukovic, J. ;
Capitan-Vallvey, L. F. .
ANALYTICA CHIMICA ACTA, 2013, 783 :56-64
[3]   The use of sensor arrays for environmental monitoring: interests and limitations [J].
Bourgeois, W ;
Romain, AC ;
Nicolas, J ;
Stuetz, RM .
JOURNAL OF ENVIRONMENTAL MONITORING, 2003, 5 (06) :852-860
[4]   Use of the Hue Parameter of the Hue, Saturation, Value Color Space As a Quantitative Analytical Parameter for Bitonal Optical Sensors [J].
Cantrell, K. ;
Erenas, M. M. ;
de Orbe-Paya, I. ;
Capitan-Vallvey, L. F. .
ANALYTICAL CHEMISTRY, 2010, 82 (02) :531-542
[5]   Full-range optical pH sensor based on imaging techniques [J].
Capel-Cuevas, S. ;
Cuellar, M. P. ;
de Orbe-Paya, I. ;
Pegalajar, M. C. ;
Capitan-Vallvey, L. F. .
ANALYTICA CHIMICA ACTA, 2010, 681 (1-2) :71-81
[6]   Rapid Identification of Bacteria with a Disposable Colorimetric Sensing Array [J].
Carey, James R. ;
Suslick, Kenneth S. ;
Hulkower, Keren I. ;
Imlay, James A. ;
Imlay, Karin R. C. ;
Ingison, Crystal K. ;
Ponder, Jennifer B. ;
Sen, Avijit ;
Wittrig, Aaron E. .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2011, 133 (19) :7571-7576
[7]   Sensor arrays for liquid sensing -: electronic tongue systems [J].
Ciosek, Patrycja ;
Wroblewski, Wojciech .
ANALYST, 2007, 132 (10) :963-978
[8]   Inkjet Printing of Functional and Structural Materials: Fluid Property Requirements, Feature Stability, and Resolution [J].
Derby, Brian .
ANNUAL REVIEW OF MATERIALS RESEARCH, VOL 40, 2010, 40 :395-414
[9]   Heavy metals - A meaningless term? (IUPAC technical report) [J].
Duffus, JH .
PURE AND APPLIED CHEMISTRY, 2002, 74 (05) :793-807
[10]   Disposable optical tongue for alkaline ion analysis [J].
Erenas, M. M. ;
Pegalajar, M. C. ;
Cuellar, M. P. ;
de Orbe-Paya, I. ;
Capitan-Vallvey, L. F. .
SENSORS AND ACTUATORS B-CHEMICAL, 2011, 156 (02) :976-982