Title of article :
Using near-infrared overtone regions to determine biodiesel content and adulteration of diesel/biodiesel blends with vegetable oils Original Research Article
Author/Authors :
Fernanda Vera Cruz de Vasconcelos، نويسنده , , Paulo Fernandes Barbosa de Souza Jr.، نويسنده , , Maria Fernanda Pimentel، نويسنده , , M?rcio José Coelho Pontes، نويسنده , , Claudete Fernandes Pereira، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
7
From page :
101
To page :
107
Abstract :
This work evaluates the use of near-infrared (NIR) overtone regions to determine biodiesel content, as well potential adulteration with vegetable oil, in diesel/biodiesel blends. For this purpose, NIR spectra (12,000–6300 cm−1) were obtained using three different optical path lengths: 10 mm, 20 mm and 50 mm. Two strategies of regression with variable selection were evaluated: partial least squares (PLS) with significant regression coefficients selected by Jack-Knife algorithm (PLS/JK) and multiple linear regression (MLR) with wavenumber selection by successive projections algorithm (MLR/SPA). For comparison, the results obtained by using PLS full-spectrum models are also presented. In addition, the performance of models using NIR (1.0 mm optical path length, 9000–4000 cm−1) and MIR (UATR – universal attenuated total reflectance, 4000–650 cm−1) spectral regions was also investigated. The results demonstrated the potential of overtone regions with MLR/SPA regression strategy to determine biodiesel content in diesel/biodiesel blends, considering the possible presence of raw oil as a contaminant. This strategy is simple, fast and uses a fewer number of spectral variables. Considering this, the overtone regions can be useful to develop low cost instruments for quality control of diesel/biodiesel blends, considering the lower cost of optical components for this spectral region.
Keywords :
Near-infrared (NIR) spectrometry , Jack-Knife algorithm (JK) , Multivariate calibration , Successive projections algorithm (SPA) , variable selection , Diesel/biodiesel blends
Journal title :
Analytica Chimica Acta
Serial Year :
2012
Journal title :
Analytica Chimica Acta
Record number :
1028136
Link To Document :
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