Naslov
Predictive Model of the Heat Exchange Process

Autori
Jović, Franjo ; Bolf, Nenad ; Jagnjić, Željko

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

Izvornik
Modeliranje u znanosti, tehnici i društvu (4.dio) Kreativno rješavanje zadataka / Božičević, J. ; Caharija, A. - Zagreb : Hrvatsko društvo za sustave (CROSS), 2000, 205-208

Skup
Modeliranje u znanosti, tehnici i društvu: Kreativno rješavanje zadataka

Mjesto i datum
Rijeka, Hrvatska, 26.06.2000. - 27.06.2000

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Domaća recenzija

Ključne riječi
heat exchange qualitative model; prediction; process control; neural network

Sažetak
An approach to the control of a two-stage heat exchange process is presented. A warm liquid with a low boiling point is fed into a distillation column. Strict maintenance of its value close to boiling point is required. In the first stage, the liquid is heated nearly to desired temperature, and in the second stage the desired value is controlled within a permitted tolerance of  1°C. The two-stage heat exchange process is controlled by a PID controller. Input, output and control variables are registered. A trained artificial neural network is applied as integral process controller. Data collection and off-line processing have been performed with a neural network and circular qualitative algebra as well. A more general process control model has been obtained with a predictive component. Results of the prediction model are presented.

Izvorni jezik
Engleski

Znanstvena područja
Kemijsko inženjerstvo

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