DocumentCode :
660980
Title :
Comparison of predictive inverse neurocontrol with conventional model predictive control
Author :
Zmeu, Konsnantin V. ; Notkin, Boris S. ; Markov, Nikolay A. ; Shipitko, Ilya A.
fYear :
2013
fDate :
12-13 Sept. 2013
Firstpage :
1
Lastpage :
4
Abstract :
The paper compares the traditional model predictive control (MPC) with the proposed predictive inverse neurocontrol (PIN) technique. The PIN approach allows to avoid the online optimization procedure and thus sufficiently reduces the need for computing power and becomes especially important for the control of the plants with fast dynamics.
Keywords :
neurocontrollers; optimisation; predictive control; MPC; PIN technique; conventional model predictive control technique; online optimization procedure; predictive inverse neurocontrol; Artificial neural networks; Control systems; Mathematical model; Optimization; Predictive control; Vectors; comparison; magnetic levitation; model predictive control; predictive inverse neurocontrol;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Communications (SIBCON), 2013 International Siberian Conference on
Conference_Location :
Krasnoyarsk
Print_ISBN :
978-1-4799-1060-1
Type :
conf
DOI :
10.1109/SIBCON.2013.6693638
Filename :
6693638
Link To Document :
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