Gasoline quality assessment using fast gas chromatography and partial least-squares regression for the detection of adulterated gasoline

DM Lee, DH Lee, IH Hwang - Energy & Fuels, 2018 - ACS Publications
… data from gasoline samples. In this work, fast GC and a partial least-squares regression (PLSR) …
The samples of gasoline unadulterated and adulterated with benzene, toluene, xylenes, …

Rapid and sensitive method for detecting adulterants in gasoline using ultra-fast gas chromatography and Partial Least Square Discriminant Analysis

MG Nespeca, JFVL Munhoz, DL Flumignan… - Fuel, 2018 - Elsevier
… method to detect the adulteration of gasoline with organic solvents … , Partial Least Square
Discriminant Analysis (PLS-DA). The sample set consisted of 171 Brazilian common gasoline (…

Determination of ethanol fuel adulteration by methanol using partial least-squares models based on Fourier transform techniques

HSP Carneiro, ARB Medeiros, FCC Oliveira… - Energy & …, 2008 - ACS Publications
… the largest consumer of ethanol fuel as hydrated ethyl alcohol fuel (AEHC). Due … fuel is
being adulterated with methanol. In the present work, we propose the use of partial least-squares

… comprehensive two‐dimensional gas chromatography combined with unfolded partial least squares: A reliable approach for the detection of gasoline adulteration

H Parastar, S Mostafapour… - Journal of separation …, 2016 - Wiley Online Library
… -partial least squares is proposed as a simple, fast and reliable method to assess the quality
of gasoline and to detect its potential adulterants. … asymmetric least squares algorithm. The …

A study of adulteration in gasoline samples using flame emission spectroscopy and chemometrics tools

JM de Paulo, G Mendes, JEM Barros, PJS Barbeira - Analyst, 2012 - pubs.rsc.org
… – Partial Least Squares Discriminant Analysis (PLS-DA) and Partial Least Squares (PLS),
aiming to predict gasoline … The classification of the Brazilian adulterated gasoline samples with …

Multivariate calibration in Fourier transform infrared spectrometry as a tool to detect adulterations in Brazilian gasoline

LSG Teixeira, FS Oliveira, HC dos Santos… - Fuel, 2008 - Elsevier
… if an unknown gasoline sample was adulterated by kerosene… containing 30 gasoline samples
previously adulterated with … The partial least squares multivariate model based on FTIR …

Detection and estimation of Super premium 95 gasoline adulteration with Premium 91 gasoline using new NIR spectroscopy combined with multivariate methods

F Mabood, SA Gilani, M Albroumi, S Alameri… - Fuel, 2017 - Elsevier
adulterated gasoline samples. Multivariate calibration technique such as partial-least squares
… analysis on principal components or partial least squares scores. Spectral pretreatments …

Identification of gasoline adulteration using comprehensive two-dimensional gas chromatography combined to multivariate data processing

MP Pedroso, LAF de Godoy, EC Ferreira… - … of Chromatography A, 2008 - Elsevier
adulteration of commercial gasoline (Type C gasoline, … partial least squares regression,
N-PLS) were combined to obtain regression models correlating the concentration of gasoline on …

Characterization of gasoline by Raman spectroscopy with chemometric analysis

JA Ardila, FLF Soares, MA dos Santos Farias… - Analytical …, 2017 - Taylor & Francis
… To quantify the adulterants, 36 multivariate calibration models were constructed using
partial least squares (PLS), interval PLS, and PLS genetic algorithm for each distributor and for …

Near-Infrared spectroscopy coupled with multivariate methods for the characterization of ethanol adulteration in premium 91 gasoline

F Mabood, R Boqué, A Hamaed, F Jabeen… - Energy & …, 2017 - ACS Publications
… All of the samples were grouped into two sets: a training set, which constitutes 70% of the
total samples for the purpose of establishing the partial least squares regression (PLSR) model…