Detection of gasoline adulteration using modified distillation curves and artificial neural network

B Foroughi, JR Shahrouzi… - Chemical Engineering & …, 2021 - Wiley Online Library
… , it was compared with commonly used PLSR 32-34 and PCR 35 , 36 methods, which are
based on a linear regression approach. To perform a reliable comparison, all the conditions …

[HTML][HTML] … in automotive gasoline for environmental protection: Utilizing a rapid and simplified prediction model based on some physical characteristics and regression …

HM Issa - Results in Engineering, 2024 - Elsevier
… in gasoline grows in order to reduce vehicle particulate emissions, the current study established
a power regression model of aromatic content in gasoline … had been adulterated [39]. …

Detection and estimation of adulterated gasoline fuel in India using FTIR-ATR spectroscopy with chemometric methods

J Lalramnghaka, B Lalremruata, R Lalrempuia… - Infrared Physics & …, 2024 - Elsevier
… ) had been used to determine gasoline adulteration with 96 % … However, in India, vibrational
analysis of gasoline adulterants … the regression and classification of gasoline adulteration. …

Rapid detection of fuel adulteration using microfabricated gas chromatography

M Chowdhury, A Gholizadeh, M Agah - Fuel, 2021 - Elsevier
… Component Analysis and Partial least Squares Regression a linear relationship between
the … of fuel adulteration is found in fuels used in automobile such as diesel and gasoline. The …

[HTML][HTML] Analysis of gasoline quality by ATR-FTIR spectroscopy with multivariate techniques

L Biaktluanga, J Lalhruaitluanga, J Lalramnghaka… - Results in …, 2024 - Elsevier
Detection and identifying adulterated gasoline, as well as determining the contents of aromatics
and oxygenators in gasoline… For comparison, partial least square regression (PLSR) and …

Prediction of octane numbers for commercial gasoline using distillation curves: a comparative regression analysis between principal component and partial least …

HM Issa - Petroleum Science and Technology, 2024 - Taylor & Francis
… spectroscopic analysis and regression calibration methods with good standard error values.
Although these approaches detect adequate RON and MON values in gasoline, they still …

Monitoring automobile fuel adulteration using ultrasound technique for environmental issues

R Leghrib, EH Ouacha, A Zouida, B Faiz, A Amghar - Measurement, 2020 - Elsevier
detect, make it so attractive for traffickers to make easy money. Therefore, detecting adulteration
in the petroleum fuels (gasoline … component regression analysis, the adulteration could …

Gasoline discrimination using infrared spectroscopy and virtual samples based on measurement uncertainty

RF Sales, LC Barbosa-Patrício, NC da Silva… - … Acta Part A: Molecular …, 2023 - Elsevier
… multivariate regression techniques, to estimate relevant gasoline … technique to identify gasoline
samples adulterated by diesel, … proposed approach enabled adulteration detection, it was …

[HTML][HTML] Data driven models exploring the combination of NIR and 1H NMR spectroscopies in the determination of gasoline properties

AL Leal, AMS Silva, JC Ribeiro, FG Martins - Microchemical Journal, 2022 - Elsevier
… The quality control of a commercial gasoline includes the assessment of several physical-…
This work also aims at comparing the predictive capability of these regression models with the …

[PDF][PDF] Spectroscopic and Chromatographic Methods for Detection of Adulteration in Liquid Petroleum and Biomass Fuels: A Review

G Joel, LN Okoro - Chem. Sci. Rev. Lett., 2020 - researchgate.net
… of adulterants at less than 5% error using the PLS regression … mixed the kerosene with
gasoline at adulteration level of 2, 5 … revealed adulteration detection of kerosene in gasoline at a …