Discrimination of the type of biodiesel/diesel blend (B5) using mid-infrared spectroscopy and PLS-DA

被引:48
作者
Junior Mazivila, Sarmento [1 ,2 ]
de Santana, Felipe Bachion [1 ]
Mitsutake, Hery [1 ]
Gontijo, Lucas Caixeta [1 ,3 ]
Santos, Douglas Queiroz [4 ]
Neto, Waldomiro Borges [1 ]
机构
[1] Univ Fed Uberlandia, Inst Chem, BR-38408100 Uberlandia, MG, Brazil
[2] Josina Machel Secondary Sch Belane, Vilankulo Inhambane, Mozambique
[3] Goiano Fed Inst Educ Sci & Technol, BR-75790000 Urutai, Go, Brazil
[4] Univ Fed Uberlandia, Tech Sch Hlth, BR-38408100 Uberlandia, MG, Brazil
关键词
Biodiesel/diesel blend; MIR spectroscopy; PLS-DA discrimination; NEAR-INFRARED SPECTROSCOPY; CLASSIFICATION; SPECTROMETRY; CHEMOMETRICS; SELECTION; ESTERS; PURE;
D O I
10.1016/j.fuel.2014.11.014
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
The objective of this work was to differentiate the type of biodiesel in mixtures with diesel in the ratio of 5% (v/v) in relation to the type of oil and alcohol used in the production process of the respective biofuel. For this purpose, the mid-infrared (MIR) spectroscopy combined with supervised chemometric tool, partial least squares discriminant analysis (PLS-DA) was used. The distinction between six types of biodiesel/diesel blend was evaluated, in other words, Soybean Oil Ethyl Esters (SOEE), Jatropha Oil Methyl Esters (JOME), Used Frying Oil Methyl Esters (UFOME), Soybean Oil Methyl Esters (SOME), Used Frying Oil Ethyl Esters (UFOEE) and Jatropha Oil Ethyl Esters (JOEE). The PLS-DA models, showed excellent efficiency in the classification for each type of biodiesel, both in relation to type of oil as well as alcohol used in its production, with high levels of sensitivity and specificity for all classes, remitting to 100% correct classification. Therefore, the use of this methodology is a viable alternative to quality control of biodiesel because it allows identify the type of biodiesel present in biodiesel/diesel blend. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:222 / 226
页数:5
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