Simultaneous Quantitative Determination of Cadmium, Lead, and Copper on Carbon-Ink Screen-Printed Electrodes by Differential Pulse Anodic Stripping Voltammetry and Partial Least Squares Regression

被引:17
作者
Cauchi, Michael [1 ]
Bessant, Conrad [1 ]
Setford, Steve [1 ]
机构
[1] Cranfield Univ, Cranfield MK43 0AL, Beds, England
关键词
Differential pulse anodic stripping voltammetry; Multivariate calibration; Heavy metals; Screen-printed electrodes; Water quality;
D O I
10.1002/elan.200804363
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Water is a vital commodity for every living entity on the planet. However, water resources are threatened by various sources of contamination from pesticides, hydrocarbons and heavy metals. This has resulted in the development of concepts and technologies to create a basis for provision of safe and high quality drinking water. This paper focuses oil the simultaneous quantitative determination of three common contaminants, the heavy metals cadmium, lead and copper. Multivariate calibration was applied to voltammograms acquired on in-house printed carbon-ink screen-printed electrodes by the highly sensitive electrochemical method of differential pulse anodic stripping voltammetry (DPASV). The statistically inspired modification of partial least squares (SIMPLS) algorithm was employed to effect the multivariate calibration. The application of data pretreatment techniques involving range-scaling, mean-centering, weighting of variables and the effects of peak realignment are also investigated. It was found that peak realignment in conjunction with weighting and SIMPLS led to the better overall root mean square error of prediction (RMSEP) value. This work represents significant progress in the development of multivariate calibration tools in conjunction with analytical techniques for water quality determination. It is the first time that multivariate calibration has been performed on DPASV voltammograms acquired on carbon-ink screen-printed electrodes.
引用
收藏
页码:2571 / 2577
页数:7
相关论文
共 42 条
[1]   Simultaneous flow injection analysis of cadmium and lead with differential pulse voltammetric detection [J].
Alpizar, J ;
Cladera, A ;
Cerda, V ;
Lastres, E ;
Garcia, L ;
Catasus, M .
ANALYTICA CHIMICA ACTA, 1997, 340 (1-3) :149-158
[2]  
[Anonymous], 1990, HEAVY METALS SOILS
[3]   A chemometric analysis of dual pulse staircase voltammograms obtained in mixtures of ethanol, fructose and glucose [J].
Bessant, C ;
Saini, S .
JOURNAL OF ELECTROANALYTICAL CHEMISTRY, 2000, 489 (1-2) :76-83
[4]  
Bowen H. M., 1979, ENV CHEM ELEMENTS
[5]  
BRERETON RG, 2003, CHEMOMETRICS DATA AN
[6]   Multivariate statistical methods for evaluating biodegradation of mineral oil [J].
Christensen, JH ;
Hansen, AB ;
Karlson, U ;
Mortensen, J ;
Andersen, O .
JOURNAL OF CHROMATOGRAPHY A, 2005, 1090 (1-2) :133-145
[7]   ELIMINATION OF COPPER-ZINC INTERMETALLIC INTERFERENCES IN ANODIC-STRIPPING VOLTAMMETRY [J].
COPELAND, TR ;
OSTERYOU.RA ;
SKOGERBO.RK .
ANALYTICAL CHEMISTRY, 1974, 46 (14) :2093-2097
[8]   PULSED ANODIC-STRIPPING VOLTAMMETRY OF ZINC, CADMIUM AND LEAD WITH A MERCURY-COATED WAX-IMPREGNATED GRAPHITE ELECTRODE [J].
CROSMUN, ST ;
DEAN, JA ;
STOKELY, R .
ANALYTICA CHIMICA ACTA, 1975, 75 (02) :421-430
[9]   Multianalyte determination of different classes of pesticides (acidic, triazines, phenyl ureas, anilines, organophosphates, molinate and propanil) by liquid chromatography-electrospray-tandem mass spectrometry [J].
da Cunha, ACB ;
de Alda, MJL ;
Barceló, D ;
Pizzolato, TM ;
dos Santos, JHZ .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2004, 378 (04) :940-954
[10]   SIMPLS - AN ALTERNATIVE APPROACH TO PARTIAL LEAST-SQUARES REGRESSION [J].
DEJONG, S .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1993, 18 (03) :251-263