Study of motor oil adulteration by infrared spectroscopy and chemometrics methods

被引:67
作者
Bassbasi, M.
Hafid, A.
Platikanov, S. [1 ]
Tauler, R. [1 ]
Oussama, A.
机构
[1] IDAEA CSIC, Barcelona, Spain
关键词
Motor oil; Authentication; Adulteration; ATR-MIR; PLS-DA; OLIVE OIL; DIFFERENTIATION; FTIR;
D O I
10.1016/j.fuel.2012.05.058
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Fourier transform infrared spectroscopy (FTIR) coupled to chemometrics techniques was used to investigate high quality motor oils samples adulterated with lower quality oils, like used oils and standard oils. The results showed that Partial Least Squares (PLS) models based on infrared spectra were a suitable analytical method for predicting adulteration of high quality motor oils in the concentration range from 0% to 36% (w/w), with prediction errors lower than 3% (w/w). Partial Least Squares Discriminate Analysis (PLS2-DA) gave good classification results with 100% correct class prediction, in the spectral range of 1800-600 cm(-1) and concentration range of 0-20% w/w for the two tested oil adulterants in their binary mixtures with the high quality oil. The proposed method can be employed for quality monitoring and control and rapid screening analysis of adulterated motor oils. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:798 / 804
页数:7
相关论文
共 22 条
[1]   New FTIR method for the determination of FFA in oils [J].
Al-Alawi, A ;
van de Voort, FR ;
Sedman, J .
JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY, 2004, 81 (05) :441-446
[2]   Virgin and recycled engine oil differentiation: A spectroscopic study [J].
Al-Ghouti, Mohammad A. ;
Al-Atoum, Lina .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2009, 90 (01) :187-195
[3]   Application of chemometrics and FTIR for determination of viscosity index and base number of motor oils [J].
Al-Ghouti, Mohammad Ahamd ;
Al-Degs, Yahya Salim ;
Amer, Mohammad .
TALANTA, 2010, 81 (03) :1096-1101
[4]   Motor oil classification by base stock and viscosity based on near infrared (NIR) spectroscopy data [J].
Balabin, Roman M. ;
Safieva, Ravilya Z. .
FUEL, 2008, 87 (12) :2745-2752
[5]   Near-infrared (NIR) spectroscopy for motor oil classification: From discriminant analysis to support vector machines [J].
Balabin, Roman M. ;
Safieva, Ravilya Z. ;
Lomakina, Ekaterina I. .
MICROCHEMICAL JOURNAL, 2011, 98 (01) :121-128
[6]   The detection and quantification of adulteration in olive oil by near-infrared spectroscopy and chemometrics [J].
Christy, AA ;
Kasemsumran, S ;
Du, YP ;
Ozaki, Y .
ANALYTICAL SCIENCES, 2004, 20 (06) :935-940
[7]   Derivative FTIR spectroscopy for cluster analysis and classification of morocco olive oils [J].
De Luca, Michele ;
Terouzi, Wafa ;
Ioele, Giuseppina ;
Kzaiber, Fouzia ;
Oussama, Abdelkhalek ;
Oliverio, Filomena ;
Tauler, Roma ;
Ragno, Gaetano .
FOOD CHEMISTRY, 2011, 124 (03) :1113-1118
[8]  
Esbensen K. H., 2002, MULTIVARIATE DATA AN
[9]   PARTIAL LEAST-SQUARES REGRESSION - A TUTORIAL [J].
GELADI, P ;
KOWALSKI, BR .
ANALYTICA CHIMICA ACTA, 1986, 185 :1-17
[10]   Study of the oxidative degradation of farmed salmon lipids by means of Fourier transform infrared spectroscopy.: Influence of salting [J].
Guillén, MD ;
Ruiz, A ;
Cabo, N .
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2004, 84 (12) :1528-1534