LAPSE:2023.35149
Published Article
LAPSE:2023.35149
Quality Monitoring of Biodiesel and Diesel/Biodiesel Blends: A Comparison between Benchtop FT-NIR versus a Portable Miniaturized NIR Spectroscopic Analysis
Luísa L. Monteiro, Paulo Zoio, Bernardo B. Carvalho, Luís P. Fonseca, Cecília R. C. Calado
April 28, 2023
A methodology such as near-infrared (NIR) spectroscopy, which enables in situ and in real-time analysis, is crucial to perform quality control of biodiesel, since it is blended into diesel fuel and the presence of contaminants can hinder its performance. This work aimed to compare the performance of a benchtop Fourier Transform (FT) NIR spectrometer with a prototype of a portable, miniaturized near-infrared spectrometer (miniNIR) to detect and quantify contaminants in biodiesel and biodiesel in diesel. In general, good models based on principal component analysis-linear discriminant analysis (PCA-LDA) of FT-NIR spectra were obtained, predicting with high accuracies biodiesel contaminants and biodiesel in diesel (between 75% to 95%), as well as good partial least square (PLS) regression models to predict contaminants concentration in biodiesel and biodiesel concentration in diesel/biodiesel blends, with high coefficients of determination (between 0.83 and 0.99) and low prediction errors. The miniNIR prototype’s PCA-LDA models enabled the prediction of target contaminants with good accuracies (between 66% and 86%), and a PLS model enabled the prediction of biodiesel concentration in diesel with a reasonable coefficient of determination (0.68), pointing to the device’s potential for preliminary analysis of biodiesel which, associated with its potential low cost and portability, could increase biodiesel quality control.
Keywords
adulteration, biodiesel, contaminants, diesel/biodiesel blends, portable NIR spectrometer
Suggested Citation
Monteiro LL, Zoio P, Carvalho BB, Fonseca LP, Calado CRC. Quality Monitoring of Biodiesel and Diesel/Biodiesel Blends: A Comparison between Benchtop FT-NIR versus a Portable Miniaturized NIR Spectroscopic Analysis. (2023). LAPSE:2023.35149
Author Affiliations
Monteiro LL: Institute for Bioengineering and Biosciences (iBB), The Associate Laboratory Institute for Health and Bioeconomy−i4HB, Instituto Superior Técnico (IST), Universidade de Lisboa (UL), Av. Rovisco Pais, 1049-001 Lisboa, Portugal [ORCID]
Zoio P: Institute for Bioengineering and Biosciences (iBB), The Associate Laboratory Institute for Health and Bioeconomy−i4HB, Instituto Superior Técnico (IST), Universidade de Lisboa (UL), Av. Rovisco Pais, 1049-001 Lisboa, Portugal; CIMOSM—Centro de Invest
Carvalho BB: Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico (IST), Universidade de Lisboa (UL), Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal
Fonseca LP: Institute for Bioengineering and Biosciences (iBB), The Associate Laboratory Institute for Health and Bioeconomy−i4HB, Instituto Superior Técnico (IST), Universidade de Lisboa (UL), Av. Rovisco Pais, 1049-001 Lisboa, Portugal [ORCID]
Calado CRC: CIMOSM—Centro de Investigação em Modelação e Optimização de Sistemas Multifuncionais, ISEL—Instituto Superior de Engenharia de Lisboa, Instituto Politécnico de Lisboa, R. Conselheiro Emídio Navarro 1, 1959-007 Lisboa, Portugal [ORCID]
Journal Name
Processes
Volume
11
Issue
4
First Page
1071
Year
2023
Publication Date
2023-04-03
Published Version
ISSN
2227-9717
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Original Submission
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PII: pr11041071, Publication Type: Journal Article
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LAPSE:2023.35149
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doi:10.3390/pr11041071
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Apr 28, 2023
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