[PDF][PDF] Identification and Prediction of Fresh Gasoline Locations and Branding Using Newly Targeted Compound Chromatograms with Chemometrics and Machine …

AF Shadan, H Juahir - 2024 - sid.ir
… and Regression Tree (CART) was constructed and effectively used to analyse 100 unidentified
real gasoline … Thus, gasoline is very volatile and very difficult to detect in debris samples, …

A proposed two-level classification approach for forensic detection of diesel adulteration using NMR spectroscopy and machine learning

JK Dadson, NY Asiedu, JA Iggo, L Konstantin… - Analytical and …, 2024 - Springer
… [7] combined soft independent modeling of class analogy (SIMCA) classification with FTIR
to detect gasoline adulteration in Ghana. Barra et al. [23] in 2020 also used FTIR coupled with …

… of ensemble data preprocessing strategy on forensic gasoline classification using untargeted GC–MS data and classification and regression tree (CART) algorithm

MGBM Ghazi, LC Lee, ASB Samsudin, H Sino - Microchemical Journal, 2022 - Elsevier
… At a glance, both the works concluded that all the models offered high capability in detecting
the presence of gasoline in fire debris. Herein, the most outperformed CART model resulted …

Application of low-field and medium-resolution 1H NMR spectroscopy combined with chemometric methods for automotive gasoline quality control

LM de Aguiar, E Bona, LA Colnago, JJR Rohwedder… - Fuel, 2020 - Elsevier
… (TD) NMR to investigate gasoline adulteration by ethanol, a … regression methods for the quality
control of gasoline fuel. This … There is not a consensus in the literature for outlier detection, …

A sensor array based on mass and capacitance transducers for the detection of adulterated gasolines

NKL Wiziack, A Catini, M Santonico, A D'amico… - Sensors and Actuators B …, 2009 - Elsevier
… and adulterants of cars fuel. The capability to detect the presence of ethanol in gasoline was
tested … a multivariate quantification of the gasoline developing regression models aimed at …

On-site colorimetric detection of adulterated gasoline using highly reflective 1D photonic crystal sensors based on photo-crosslinked polymer–titania hybrids

TG Hwang, M Jeong, J Park, YJ Jung… - Sensors and Actuators B …, 2022 - Elsevier
adulteration and distribution of pure commercial gasoline … the rapid on-site detection of
adulterated gasoline. Therefore, … -site rapid colorimetric detection of adulterated gasoline by the …

Multivariate calibrations on 1H NMR profiles for prediction of physicochemical parameters of Brazilian commercial gasoline

DL Flumignan, R Sequinel, RR Hatanaka, N Boralle… - Fuel, 2012 - Elsevier
… using PLS regressions, between 1 H NMR Brazilian gasoline … possible to identify gasoline
adulteration because many … / 13 C inverse detection flow probe. For each analysis, 30 μL of …

Analysis of components to determine illegal premium gasoline

YK Lim, BS Kang, BOM Lee, SH Park… - Tribology and …, 2021 - koreascience.kr
… of gasoline, common gasoline and premium gasoline, are being distributed in Korea. The
premium gasoline is often adulterated with cheaper common gasoline that … are detected by gas …

Prediction of the physicochemical properties of gasoline by comprehensive two-dimensional gas chromatography and multivariate data processing

LAF De Godoy, MP Pedroso, EC Ferreira… - … of Chromatography A, 2011 - Elsevier
… , were used to build regression models, which were evaluated … are increasing profits by
adulterating gasoline, which can lead … Marked solvents added to gasoline can be detected by GC …

Vibration-based diagnosis of adulterated ethanol in internal combustion engines

TV Souza, AV Brito, JGGS Ramos, KDV Mishina… - Fuel, 2022 - Elsevier
… The study’s objective herein is to develop a method to detect adulterated ethanol in …
Ethanol in gasoline Liquid chromatography e-refractive-index detection and methanol as a …