… , 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 …

… (PCA) and partial least squares regression (PLSR), to discriminate and quantify gasoline …
After detecting the adulteration of a gasoline sample by PCA, the level of adulterant was …

… 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 …

… ) had been used to determine gasoline adulteration with 96 % … However, in India, vibrational
analysis of gasoline adulterants … the regression and classification of gasoline adulteration. …

… 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]. …

… 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 …

… spectroscopic analysis and regression calibration methods with good standard error values.
Although these approaches detect adequate RON and MON values in gasoline, they still …

… multivariate regression techniques, to estimate relevant gasoline … technique to identify gasoline
samples adulterated by diesel, … proposed approach enabled adulteration detection, it was …

… 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 …

… 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 …