Infrared Spectroscopy and Multivariate Calibration for Quantification of Soybean Oil as Adulterant in Biodiesel Fuels

被引:11
|
作者
Guimares, Eloiza [1 ]
Mitsutake, Hery [1 ]
Gontijo, Lucas Caixeta [1 ,2 ]
de Santana, Felipe Bachion [1 ]
Santos, Douglas Queiroz [3 ]
Neto, Waldomiro Borges [1 ]
机构
[1] Univ Fed Uberlandia, Inst Chem, BR-38408100 Uberlandia, MG, Brazil
[2] Goiano Fed Inst Educ Sci & Technol, BR-75790000 Urutai, Go, Brazil
[3] Univ Fed Uberlandia, Tech Sch Hlth, BR-38408100 Uberlandia, MG, Brazil
关键词
Biodiesel; Infrared spectroscopy; Multivariate calibration; BLENDS; TRANSESTERIFICATION; MIXTURES; TOOL; NIR;
D O I
10.1007/s11746-015-2656-x
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
This work quantifies the adulteration of ethyl and methyl soybean biodiesels/diesel (B5) blended with soybean oil using mid-infrared spectroscopy associated with multivariate calibration. The models constructed by the method of partial least squares (PLS) presented low values of root-mean-square error of prediction 0.22 % (w/w) and 0.26 % (w/w), respectively, for models containing ethyl and methyl soybean biodiesel. Along with the parameters of error, accuracy was evaluated by the use of an elliptical joint confidence region (EJCR). The EJCR for the both PLS models showed there was no significant difference between the prepared concentration values and PLS predicted concentration values, and that there was no evidence of bias within the 95 % confidence level. The PLS models showed excellent correlation in the prediction set (R = 0.999) and did not present systematic errors according to the ASTM E1655 standard. Therefore, the models presented excellent performance in quantifying soybean oil as an adulterant in B5 blends, in concentrations within the range 1.00-30.00 % (w/w). The proposed methodology showed itself to be efficient for quality control of B5 contaminated with vegetable oil.
引用
收藏
页码:777 / 782
页数:6
相关论文
共 50 条
  • [21] Quantification of Ethanol in Ethanol-Petrol and Biodiesel in Biodiesel-Diesel Blends Using Fluorescence Spectroscopy and Multivariate Methods
    Kumar, Keshav
    Mishra, Ashok K.
    JOURNAL OF FLUORESCENCE, 2012, 22 (01) : 339 - 347
  • [22] Application of Wavelet Transforms in Infrared Spectroscopy Data for the Determination of Biodiesel and Vegetable Oil in Biodiesel Blends/Vegetable Oil/Diesel
    Werlanga, Marcia
    Panta Pazos, Ruben Edgardo
    Marder, Luciano
    de Souza Schneider, Rosana de Cassia
    Fachini, Daniela
    Gerbase, Annelise Engel
    Ferrao, Marco Flores
    ORBITAL-THE ELECTRONIC JOURNAL OF CHEMISTRY, 2013, 5 (04): : 242 - 248
  • [23] Adulteration of sesame oil with corn oil detected by use of two-dimensional infrared correlation spectroscopy and multivariate calibration
    Yang, R. J.
    Xun, X. S.
    Wang, B. H.
    Dong, G. M.
    Yang, Y. R.
    Liu, H. X.
    Du, Y. H.
    Zhang, W. Y.
    SPECTROSCOPY LETTERS, 2016, 49 (05) : 355 - 361
  • [24] Comparative study of diesel engine performance and emission with soybean and waste oil biodiesel fuels
    Azad, A. K.
    Rasul, M. G.
    Giannangelo, Brady
    Islam, Rubayat
    INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING, 2015, 12 : 2866 - 2881
  • [25] Multivariate control charts based on NAS and mid-infrared spectroscopy for quality control of B5 blends of methyl soybean biodiesel in diesel
    Mitsutake, Hery
    Guimaraes, Eloiza
    Freitas, Helieder C.
    Gontijo, Lucas C.
    Santos, Douglas Q.
    Borges Neto, Waldomiro
    JOURNAL OF CHEMOMETRICS, 2015, 29 (07) : 411 - 419
  • [26] Fourier Transform Infrared Spectroscopy (FTIR) Method To Monitor Soy Biodiesel and Soybean Oil in Transesterification Reactions, Petrodiesel-Biodiesel Blends, and Blend Adulteration with Soy Oil
    Mahamuni, Naresh N.
    Adewuyi, Yusuf G.
    ENERGY & FUELS, 2009, 23 (07) : 3773 - 3782
  • [27] Prediction of mechanical properties of poly(ethylene terephthalate) using infrared spectroscopy and multivariate calibration
    Caetano, Viviane Fonseca
    Vinhas, Gloria Maria
    Pimentel, Maria Fernanda
    Simoes, Simone da Silva
    Ugulino de Araujo, Mario Cesar
    JOURNAL OF APPLIED POLYMER SCIENCE, 2013, 127 (05) : 3441 - 3446
  • [28] Determination of degree of polymerization of insulating paper using near infrared spectroscopy and multivariate calibration
    dos Santos, Edmilson Oliveira
    Santana Silva, Andrea Monteiro
    Fragoso, Wallace Duarte
    Pasquini, Celio
    Pimentel, Maria Fernanda
    VIBRATIONAL SPECTROSCOPY, 2010, 52 (02) : 154 - 157
  • [29] Multivariate near infrared spectroscopy models for predicting methanol and water content in biodiesel
    Felizardo, Pedro
    Baptista, Patricia
    Menezes, Jose C.
    Neiva Correia, M. Joana
    ANALYTICA CHIMICA ACTA, 2007, 595 (1-2) : 107 - 113
  • [30] Application of near infrared spectroscopy and multivariate control charts for monitoring biodiesel blends
    de Oliveira, Ingrid Komorizono
    de Carvalho Rocha, Werickson F.
    Poppi, Ronei J.
    ANALYTICA CHIMICA ACTA, 2009, 642 (1-2) : 217 - 221