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Application of non-negative matrix factorization for the deconvolution of petroleum mixtures using mid FTIR analysis

Livanos, Georges, Zervakis Michalis, Nikos Pasadakis, Marouso Kerelioti, George Giakos

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URIhttp://purl.tuc.gr/dl/dias/77E8FE8D-AB08-46FA-80B6-9A8738330228-
Αναγνωριστικόhttps://doi.org/10.1109/IST.2015.7294569-
Γλώσσαen-
Μέγεθος6 pagesen
ΤίτλοςApplication of non-negative matrix factorization for the deconvolution of petroleum mixtures using mid FTIR analysisen
ΔημιουργόςLivanos, Georgesen
ΔημιουργόςZervakis Michalisen
ΔημιουργόςΖερβακης Μιχαληςel
ΔημιουργόςNikos Pasadakisen
ΔημιουργόςMarouso Kereliotien
ΔημιουργόςGeorge Giakosen
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηThe aim of this study was to develop an efficient, in terms of both time and cost, but still reliable methodology, capable of identifying the chemical fractions in complex commercial petroleum products. The performance of a methodology based on Attenuated Total Reflectance Fourier Transform Infrared (ATR-FTIR) analytical signals is demonstrated, combined with a modified factorization algorithm to solve this “mixture problem”. The results of this innovative work, regarding both the application of the adapted deconvolution technique to petroleum analysis and its self-adaptation to data without any former initialization, indicate that it is possible to reveal the content in a chemically complex petroleum mixture, working solely with the infrared signals of a limited number of samples and without any other a priori information. A focus application of the proposed methodology is the quality control of commercial gasoline by identifying and quantifying the individual fractions used for its formulation.en
ΤύποςΑφίσα σε Συνέδριοel
ΤύποςConference Posteren
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-25-
Ημερομηνία Δημοσίευσης2015-
Θεματική ΚατηγορίαChemistryen
Βιβλιογραφική ΑναφοράG.Livanos, M. Zervakis, N. Pasadakis, M. Kerelioti, G. Giakos ,"Application of non-negative matrix factorization for the deconvolution of petroleum mixtures using mid FTIR analysis,"in 2015 Intern. Conf. onImaging Systems and Tech. (IST),pp.1-6.doi:10.1109/IST.2015.7294569en

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