Journal Highlight: Chemometrics in fuel science: demonstration of the feasibility of chemometrics analyses applied to physicochemical parameters to screen solvent tracers in Brazilian commercial gasoline

Skip to Navigation

Ezine

  • Published: Oct 20, 2011
  • Channels: Chemometrics & Informatics
thumbnail image: Journal Highlight: Chemometrics in fuel science: demonstration of the feasibility of chemometrics analyses applied to physicochemical parameters to screen solvent tracers in Brazilian commercial gasoline

Chemometrics in fuel science: demonstration of the feasibility of chemometrics analyses applied to physicochemical parameters to screen solvent tracers in Brazilian commercial gasoline

Journal of Chemometrics 201125, 487-495
Guilherme Tsuguio Tanaka, Fabrício de Oliveira Ferreira, Carlos Eduardo Ferreira da Silva, Danilo Luiz Flumignan and José Eduardo de Oliveira

Samples of commercial gasoline, from the National Program of Fuel Quality Monitoring of the National Petroleum Agency, were collected from gas stations located in the Midwestern state of Sao Paulo, Brazil, and analyzed by several physicochemical standard methods established by ANP Resolution no. 309. Also, important information related to tampering was analyzed with the marker solvent. Statistical analysis and exploratory chemometric were employed to discriminate the presence of markers of solvents in commercial gasoline. The results showed that statistical and chemometric parameters such as atmospheric distillation temperatures T10 and T90, RON, benzene and saturated and aromatic hydrocarbons satisfactorily describe the presence of marker solvent, usually with a probability exceeding 70%. Furthermore, after optimizing the SIMCA algorithm, sensitivity in the training set with cross-validation leave-one-out (83.8%) and the set of prediction (77.1%) were revealed. The proposed method will become indispensable and recommended for discriminating samples of fuels for commercial applications in routine monitoring programs and quality control.

This paper is free to view to spectroscopyNOW registered users until the end of December 2011. After this time it will be available via Wiley's Pay-Per-View service for US$35.



 

Commercial gasolines were collected from gas stations located in the Midwestern Sao Paulo State, and analyzed by several physicochemical methods established by ANP Resolution 309. Statistical and exploratory chemometric techniques were employed to discriminate the presence of solvents markers. Results showed that physicochemical parameters such as T10, T90, RON, benzene, saturated and aromatic describe satisfactorily the presence of solvent marker. SIMCA algorithm reveals sensitivity in the training and prediction set.

Social Links

Share This Links

Bookmark and Share

Microsites

Suppliers Selection
Societies Selection

Banner Ad

Click here to see
all job opportunities

Copyright Information

Interested in separation science? Visit our sister site separationsNOW.com

Copyright © 2013 John Wiley & Sons, Inc. All Rights Reserved