. "180-185" . . . "28110" . "modelling; simulation; artificial neural networks; model predictive control; batch reactor"@en . . . . "University of Craiova" . . "449961" . "S\u00E1mek, David" . "Craiova" . "RIV/70883521:28110/07:63505137!RIV08-MSM-28110___" . "978-973-742-839-4" . "RIV/70883521:28110/07:63505137" . "Simulation of model predictive control of semi-batch reactor" . "P(GP102/07/P137), Z(MSM7088352102)" . "Proceedings of International Symposium on System Theory SINTES 13" . . "[C9211CFF23AE]" . . "Simulation of model predictive control of semi-batch reactor" . . "2"^^ . . . "Simulation of model predictive control of semi-batch reactor"@en . "6"^^ . . "2"^^ . . "Simulace modelov\u00E9ho prediktivn\u00EDho \u0159\u00EDzen\u00ED polovs\u00E1dkov\u00E9ho reaktoru"@cs . . . . . . "Simulace modelov\u00E9ho prediktivn\u00EDho \u0159\u00EDzen\u00ED polovs\u00E1dkov\u00E9ho reaktoru"@cs . "C\u00EDlem tohoto \u010Dl\u00E1nku je presentovat simulaci modelov\u00E9ho prediktivn\u00EDho \u0159\u00EDzen\u00ED modelu chemick\u00E9ho exotermick\u00E9ho polovs\u00E1dkov\u00E9ho reaktoru, p\u0159i\u010Dem\u017E je pou\u017Eit MPC regul\u00E1tor s um\u011Blou neuronovou s\u00EDt\u00ED jako prediktorem. V reaktoru je uva\u017Eov\u00E1na chemick\u00E1 reakce prvn\u00EDho \u0159\u00E1du. Reakce je siln\u011B exotermn\u00ED, tak\u017Ee teplota reak\u010Dn\u00ED sm\u011Bsi vzr\u016Fst\u00E1 velmi strm\u011B s d\u00E1vkov\u00E1n\u00EDm reaktantu. Tud\u00ED\u017E je nezbytn\u00E9 regulovat teplotu. Je slo\u017Eit\u00E9 \u0159\u00EDdit dan\u00FD syst\u00E9m klasick\u00FDmi metodami \u0159\u00EDzen\u00ED, proto\u017Ee se jedn\u00E1 o neline\u00E1rn\u00ED syst\u00E9m d\u00EDky chemick\u00E9 reak\u010Dn\u00ED kinetice."@cs . "The aim of this paper is to present simulation of model predictive control of chemical exothermic semi-batch reactor model, while the MPC controller uses an artificial neural network as a predictor. A first order chemical reaction is considered to be running in the reactor. The reaction is strongly exothermic so the in-reactor temperature is rising very fast due to reaction component dosing. Thus, the temperature control is necessary. The system is nonlinear because of chemical reaction kinetics, so its control is difficult by classical methods."@en . "Simulation of model predictive control of semi-batch reactor"@en . "The aim of this paper is to present simulation of model predictive control of chemical exothermic semi-batch reactor model, while the MPC controller uses an artificial neural network as a predictor. A first order chemical reaction is considered to be running in the reactor. The reaction is strongly exothermic so the in-reactor temperature is rising very fast due to reaction component dosing. Thus, the temperature control is necessary. The system is nonlinear because of chemical reaction kinetics, so its control is difficult by classical methods." . . "Mack\u016F, Lubom\u00EDr" .