Determination of biodiesel content when blended with mieral diesel fuel using infrared spectroscopy and multivariate calibration

被引:162
作者
Pimentel, MF
Ribeiro, GMGS
da Cruz, RS
Stragevitch, L
Pacheco, JGA
Teixeira, LSG
机构
[1] Univ Salvador UNIFACS, Dept Engn & Arquitetura, BR-40220141 Salvador, BA, Brazil
[2] Univ Fed Pernambuco, Dept Engn Quim, BR-50740521 Recife, PE, Brazil
[3] Univ Estadual Santa Cruz, Dept Ciencias Exatas & Tecnol, BR-45650000 Ilheus, BA, Brazil
关键词
biodiesel; diesel fuel; infrared spectroscopy; multivariate calibration;
D O I
10.1016/j.microc.2006.01.019
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this work, multivariable calibration models based on middle- and near-infrared spectroscopy were developed in order to determine the content of biodiesel in diesel fuel blends, considering the presence of raw vegetable oil. Soybean, castor and used frying oils and their corresponding esters were used to prepare the blends with conventional diesel. Results indicated that partial least squares (PLS) models based on MID or NIR infrared spectra were proven suitable as practical analytical methods for predicting biodiesel content in conventional diesel blends in the volume fraction range from 0% to 5%. PLS models were validated by independent prediction set and the RMSEPs were estimated as 0.25 and 0.18 (%, v/v). Linear correlations were observed for predicted vs. observed values plots with correlation coefficient (R) of 0.986 and 0.994 for the MID and NIR models, respectively. Additionally, principal component analysis (PCA) in the MID region 1700 to 1800 cm(-1) was suitable for identifying raw vegetable oil contaminations and illegal blends of petrodiesel containing the raw vegetable oil instead of ester. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:201 / 206
页数:6
相关论文
共 18 条
[1]   Utilization of metal complexes as catalysts in the transesterification of Brazilian vegetable oils with different alcohols [J].
Abreu, FR ;
Lima, DG ;
Hamú, EH ;
Wolf, C ;
Suarez, PAZ .
JOURNAL OF MOLECULAR CATALYSIS A-CHEMICAL, 2004, 209 (1-2) :29-33
[2]   Catalytic production of biodiesel from soy-bean oil, used frying oil and tallow [J].
Alcantara, R ;
Amores, J ;
Canoira, L ;
Fidalgo, E ;
Franco, MJ ;
Navarro, A .
BIOMASS & BIOENERGY, 2000, 18 (06) :515-527
[3]  
[Anonymous], 2002, PRACTICE INTRO MULTI
[4]  
Bírová A, 2002, EUR J LIPID SCI TECH, V104, P271, DOI 10.1002/1438-9312(200205)104:5<271::AID-EJLT271>3.0.CO
[5]  
2-B
[6]  
BURNS DA, 2001, HDB NEAR INFRARED AN, P813
[7]   Characterizing the uncertainty in near-infrared spectroscopic prediction of mixed oxygenate concentrations in gasoline: Sample-specific prediction intervals [J].
Faber, NM ;
Duewer, DL ;
Choquette, SJ ;
Green, TL ;
Chesler, SN .
ANALYTICAL CHEMISTRY, 1998, 70 (14) :2972-2982
[8]   Determination of biodiesel and triacylglycerols in diesel fuel by LC [J].
Foglia, TA ;
Jones, KC ;
Phillips, JG .
CHROMATOGRAPHIA, 2005, 62 (3-4) :115-119
[9]   Multivariate calibrations in Fourier transform infrared spectrometry for prediction of kerosene properties [J].
Garrigues, S ;
Andrade, JM ;
delaGuardia, M ;
Prada, D .
ANALYTICA CHIMICA ACTA, 1995, 317 (1-3) :95-105
[10]  
GUACHARDI R, 1998, J NEAR INFRARED SPEC, V6, P333