Title :
The explicit solution of model-based predictive control by considering the nonlinearities in drive applications
Author :
Al-Sheakh Ameen, N. ; Galal, B.S. ; Kennel, Ralph M. ; Kanchan, R.S.
Author_Institution :
Inst. of Electr. Machines &Drives, Univ. of Wuppertal, Wuppertal, Germany
Abstract :
The main contribution of this work is reflected in the way of dealing with non-linear terms, appearing in AC machine models. Consideration of these nonlinearities in formulating the model predictive control (MPC) problem with offline optimization are normally ignored, considered as an additive disturbance, or linearized around some operating points. In this work, nonlinear terms are considered without linearization and compensated either inner or outer the MPC controller structure in different configurations. The cross-coupling and nonlinearities between state variables in the fundamental model of AC machines arise in term of induced voltages. The effect of these voltages on the MPC current controller increases proportionally by accelerating the machine. Therefore, an unloaded induction machine is introduced in this paper as a case study. Furthermore, a comparative analysis concerning the compensation procedure of these terms is introduced between the proposed methods and other ones in conventional scalar and complex PI-controllers.
Keywords :
asynchronous machines; compensation; control nonlinearities; electric current control; electric drives; nonlinear control systems; predictive control; voltage control; AC machine models; MPC controller structure; MPC current controller; additive disturbance; cross-coupling; drive applications; induced voltages; model-based predictive control problem; nonlinear terms; nonlinearities; offline optimization; state variables; unloaded induction machine; Aerospace electronics; Equations; Induction machines; Mathematical model; Optimization; Voltage control; 3level NPC inverter; Machine drives; Nonlinearity of MPC;
Conference_Titel :
Power Electronics and Motion Control Conference (EPE/PEMC), 2012 15th International
Conference_Location :
Novi Sad
Print_ISBN :
978-1-4673-1970-6
Electronic_ISBN :
978-1-4673-1971-3
DOI :
10.1109/EPEPEMC.2012.6397252