Issue 27, 2016

Determination of residual automotive lubricant oil and residual solvent used in a dry wash as adulterants in Brazilian S-10 diesel (B7) using mid-infrared spectroscopy data and chemometric methods

Abstract

This paper presents methodologies for safe discrimination between adulterated and unadulterated samples of Brazilian S-10 diesel using mid-infrared (MIR) spectroscopy and partial least squares discriminant analysis (PLS-DA). The samples of unadulterated and adulterated Brazilian S-10 diesel were classified correctly into their respective groups, that is, the PLS-DA models showed 100% correct classification for samples of a test set with high levels of sensitivity and specificity to discriminate between unadulterated and adulterated samples with residual automotive lubricant oil (RAL) and residual solvent used in a dry wash (RSUDW). In order to extend the work, the adulterant content was predicted using partial least squares (PLS), which showed a good correlation between the reference values with R = 0.9999 for RAL and RSUDW in Brazilian S-10 diesel. The methodologies were validated, estimating specific figures of merit for the qualitative and quantitative multivariate analysis and were able to detect and quantify RAL and RSUDW in Brazilian S-10 diesel. The results from both methods were satisfactory for both qualitative and quantitative detection of RAL and RSUDW, as adulterants in Brazilian S-10 diesel (B7), commonly used in Brazil. Therefore, the proposed methodologies for the quantification of adulterants and discrimination between adulterated and unadulterated samples of Brazilian S-10 diesel are fast, practical, economical and efficient and can be used by industries and fuel distributors.

Graphical abstract: Determination of residual automotive lubricant oil and residual solvent used in a dry wash as adulterants in Brazilian S-10 diesel (B7) using mid-infrared spectroscopy data and chemometric methods

Article information

Article type
Paper
Submitted
07 May 2016
Accepted
02 Jun 2016
First published
03 Jun 2016

Anal. Methods, 2016,8, 5427-5434

Determination of residual automotive lubricant oil and residual solvent used in a dry wash as adulterants in Brazilian S-10 diesel (B7) using mid-infrared spectroscopy data and chemometric methods

S. J. Mazivila, L. Maria de Souza, I. M. Abubakar, E. L. Mavulula and W. B. Neto, Anal. Methods, 2016, 8, 5427 DOI: 10.1039/C6AY01330A

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements