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By K. Lejda, P. Wos

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13. Set of spectra of kerosene used in modeling Fig. 14. Set of spectra of diesel used in modeling 43 44 Fuel Injection in Automotive Engineering Fig. 15. Derivative (Savitzky-Golay) spectra of kerosene Fig. 16. Derivative (Savitzky-Golay) spectra of diesel The method of the derivative of Savitzky-Golay smooths the spectrum by polynomial mobile. The derivative of the values of the absorbance as a function of wavenumber is calculated with the polynomial equation cited. Multivariate Modeling in Quality Control of Viscosity in Fuel: An Application in Oil Industry 45 After the derivative of the spectrum, was determined the optimal number of latent variables for each product.

Silva, E. ; José, G. ; Soares, S. F. & Paiva, H. M. (2007). Cross-Validation for the selection of spectral variables using the sucessive projections algorithm. 8, (December 2007), pp. ; Berry, J. ; Coriton, B. & Huth, J. (2007). From jet fuel to electric power using a mesoscale, efficient stirking cycle. 31, (June 2006), pp. 3251-3259, ISSN 1540-7489 International Energy Agency (IEA). ). ; Cho, I. & Park, J. (2000). Use of real-time NIR (near infrared) spectroscopy for the on-line optimization of a crude distillation unit, Proceedings of 12th Annual Computer Security Incident Handling Conference, pp.

In Section 3, theoretical foundations of the statistical multivariate methods used. In Section 4, are presented the method application and the results for a real process of production. Finally, in Section 5, the conclusions reached are discussed. 36 Fuel Injection in Automotive Engineering Fig. 3. Diesel engine (Marshall, 2002) 2. Acquisition data base The multivariate analysis, using infrared signals, allow manipulate data absorption, called spectra, associated with more than one frequency or wavelength at the same time.

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