Title :
Characterization of Electrolytic Pot Signal by Autoregressive Model with Exogenous Input
Author :
Nagem, Nilton Freixo ; Silva, Antonio José da ; Neto, Joao Viana da Fonseca
Author_Institution :
Lab. of Process Control Sao Luis, Fed. Univ. of Maranhao, Sao Luis
Abstract :
The indirect estimation of the alumina bulk concentration in the electrolyte is important to keep the right operational condition that avoids anode effects and maximizes current efficiency. Vertical Stub Soderberg (VSS) Side Break has a feed cycle every two hours with a fix amount of alumina and the actual feed adjustment is done in a manual daily basis.These feed conditions are very hard to control; based on Prebaked feed control strategy, the resistance control can be slip in two working regions eg. high alumina concentration and low alumina concentration. From the voltage (output) and current (input) signals and based on Systems Identification Theory, the ARX models of the electrolytic pots. The selected transfer functions of the electrolytic pot are used to perform the steady state representation of the resistance working region. Therefore, this paper shows our latest investigation on parametric ARX models that represent the behavior of the plant.
Keywords :
alumina; aluminium manufacture; autoregressive processes; electrolytes; process control; Al2O3; Prebakedfeed control strategy; alumina bulk concentration; autoregressive model; electrolytic pot signal; eletrolyte; exogenous input; systems identification theory; vertical stub soderberg side break; Anodes; Feeds; Signal processing; Steady-state; System identification; Transfer functions; Variable structure systems; Voltage; Alumina Feed Control; Autoregressive Model with Exogenous Input; Parametric modeling of Dynamic Systems; Vertical Stub Soderberg Side Break;
Conference_Titel :
Modelling & Simulation, 2009. AMS '09. Third Asia International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4244-4154-9
Electronic_ISBN :
978-0-7695-3648-4
DOI :
10.1109/AMS.2009.104