Naslov
Soft sensors for Crude Distillation Unit Product Properties Estimation and Control

Autori
Bolf, Nenad ; Ivandić, Marina ; Galinec, Goran

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 16th Mediterranean Conference on Control and Automation / Petton, R. J., Maquin, Didier - Ajaccio : Institute of Electrical and Electronics Engineers (IEEE), 2008, 1804-1809

ISBN
978-1-4244-2505-1

Skup
16th Mediterranean Conference on Control and Automation

Mjesto i datum
Ajaccio, Francuska, 25.06.2008. - 27.06.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
soft sensor; neural network; crude distillation unit; kerosene

Sažetak
Neural network-based soft sensors are developed for quality estimation of kerosene, a refinery crude distillation unit side product. Based on temperature and flow measurements two soft sensors serve as the estimators for the kerosene distillation end point (95 %) and freezing point. The neural networks are trained by the adaptive gradient method using cascade learning. Research results show possibilities of applying soft sensors for refinery product quality estimation and inferential control as an alternative for process analyzers and laboratory assays.

Izvorni jezik
Engleski

Znanstvena područja
Kemijsko inženjerstvo

POVEZANOST RADA