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Simultaneous determination of quality parameters in biodiesel/diesel blends using synchronous fluorescence and multivariate analysis
An analytical method was developed to determine four quality parameters (Biodiesel percentage, Cetane Number, Heat of Combustion Gross and Color) in biodiesel/diesel blends through a simple synchronous fluorescence spectrum of the samples. For this purpose, chemometrics models based on fluorescence...
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Published in: | Microchemical journal 2013-05, Vol.108, p.32-37 |
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Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | An analytical method was developed to determine four quality parameters (Biodiesel percentage, Cetane Number, Heat of Combustion Gross and Color) in biodiesel/diesel blends through a simple synchronous fluorescence spectrum of the samples.
For this purpose, chemometrics models based on fluorescence spectra and PetroSpect data obtained from mixtures of biodiesel/diesel were built. A variable selection by the successive projections algorithm (SPA) was used in order to obtain simple multiple linear regression (MLR) models based on a small subset of wavelengths. The SPA-MLR results were compared with a partial least squares (PLS) full spectrum regression.
The best values found for the root mean square error of prediction using external validation were 0.37% (w/w) for the biodiesel in diesel, 0.5 for cetane number, 0.013MJ/kg for heat of combustion and 0.1 for color.
► Chemometric models are useful to determine parameters with a simple synchronous fluorescence spectrum of the fuel sample. ► The proposed method is rapid and inexpensive compared to official methods. ► The quality parameters are fatty acid methyl esters (FAME), cetane number, gross heat of combustion and color. |
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ISSN: | 0026-265X 1095-9149 |
DOI: | 10.1016/j.microc.2012.12.007 |