Development of genetic algorithms based multivariate calibration models for the determination of lubricating oil compositions using fourier transform infrared spectroscopy
tarafından
 
Anıl, İrem, author.

Başlık
Development of genetic algorithms based multivariate calibration models for the determination of lubricating oil compositions using fourier transform infrared spectroscopy

Yazar
Anıl, İrem, author.

Yazar Ek Girişi
Anıl, İrem, author.

Fiziksel Tanımlama
x, 66 leaves:+ 1 computer laser optical disc.

Özet
Engine oils consist of base oils and additives. There have been a number of changes in the composition of engine oils depending on the time and using conditions like the decrease in the aditive amounts and increase in the amount of oxidation products. Although there are many physical and chemical standard test methods for the determination of oil quality, none of these methods alone can be used to determine the whole composition of engine oils. The main objective of this work, is to develop a single anlytical method that is simple, rapid and accurate for the quantitative determination of lubricating oil compositions using Fourier transform infrared (FTIR) spectroscopy combined with chemometric multivariate data analysis. For this study, a number of most intensively produced engine oils are chosen in an industrial lubrication oil plant and then synthetic mixtures of oil components were prepared in order to develop multivariate calibration models. The FTIR spectra of these samples were recorded using a three reflection attenuated total reflectance (ATR) accessory. The collected spectral data and the reference concentration values of the samples are then used in multivariate calibration modelling step using a genetic algorithm based inverse leaast squares (GILS) calibration method. It was observed that the correlation coefficients between the reference concentration values and the GILS predicted concentrations were around 0.99. As a result, FTIR spectroscopy combined with multivariate calibration can be a rapid method for the quaantitative determination of engine oil compositions.

Konu Başlığı
Lubricating oils -- Analysis.
 
Fourier transform infrared spectroscopy.

Yazar Ek Girişi
Özdemir, Durmuş,

Tüzel Kişi Ek Girişi
İzmir Institute of Technology. Chemistry.

Tek Biçim Eser Adı
Thesis (Master)--İzmir Institute of Technology: Chemistry.
 
İzmir Institute of Technology: Chemistry.--Thesis (Master).

Elektronik Erişim
Access to Electronic Versiyon.


LibraryMateryal TürüDemirbaş NumarasıYer NumarasıDurumu/İade Tarihi
IYTE LibraryTezT001195QD96.I5 A597 2013Tez Koleksiyonu