Naslov
Soft Sensors for Diesel Fuel Property Estimation

Autori
Mohler, Ivan ; Hölbling, Nikolina ; Galinec, Goran ; Bolf, Nenad ; Ujević, Željka

Izvornik
Chemical Engineering transactions (1974-9791) 21 (2010); 1423-1428

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
soft sensor; diesel fuel; crude oil column; soft sensor; bioling point

Sažetak
Virtual soft sensors are developed for properties estimation of diesel fuel as the crude oil column side product. Because of the growing standards for the fuel quality and needs to produce various gradations of diesel fuel, frequently laboratory testing and quality controls of the products are necessary. On the basis of available continuous temperature measuring of particular process streams, soft sensors for estimating end boiling point (D95) of diesel fuel have been developed. Linear and nonlinear soft sensor models have been built using linear regression and artificial neural networks. Statistical data analysis has been carried out and the results were critically judged.

Izvorni jezik
Engleski

Znanstvena područja
Kemijsko inženjerstvo

Napomena
Rad je prezentiran na skupu 13th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction ; Jirí J. Klemeš, Hon Loong Lam, Petar S. Varbanov (ur.) ; ISBN 978-88-95608-05-1.

POVEZANOST RADA