Title :
Heuristic variable switching point predictive current control for the three-level neutral point clamped inverter
Author :
Stolze, P. ; Karamanakos, Petros ; Tomlinson, M. ; Kennel, Ralph ; Mouton, T. ; Manias, S.
Author_Institution :
Inst. for Electr. Drive Syst. & Power Electron., Tech. Univ. Munchen, Munich, Germany
Abstract :
This paper presents a variable switching point predictive current control (VSP2CC) method for induction machines (IMs) driven by a three-level neutral point clamped (NPC) inverter with a heuristic preselection of the optimal voltage vector. Enumeration-based model predictive control (MPC) methods are very simple, easy to understand and, in general, offer the possibility to control any nonlinear system with arbitrary user-defined terms in the cost function. However, the two most important drawbacks are the increased computational effort which is required and the high ripples on the controlled variables which limit the applicability of these methods. These high ripples result from the fact that in enumeration-based MPC algorithms the actuating variable can only be changed at the beginning of a sampling interval. However, by changing the applied voltage vector within the sampling interval, a voltage vector can be applied for a shorter time than one sample, which results in a reduced ripple. Since this strategy leads to an additional overhead which is crucial especially for multilevel inverters, it is combined with a heuristic preselection of the optimal voltage vector to reduce the calculation effort. Experimental results are provided to verify the proposed strategy. Furthermore, it will be shown experimentally that a conventional enumeration-based MPC method will lead to very low switching frequencies and high current ripples at low machine speeds; this significant drawback can be overcome with the proposed VSP2CC strategy.
Keywords :
asynchronous machines; electric current control; invertors; machine control; nonlinear control systems; predictive control; IM; NPC inverter; VSP2CC method; actuating variable; cost function; enumeration-based MPC algorithm; enumeration-based model predictive control methods; heuristic variable switching point predictive current control; induction machines; multilevel inverters; nonlinear control system; optimal voltage vector heuristic preselection; sampling interval; three-level neutral point clamped inverter; Current control; Inverters; Optimization; Rotors; Stators; Switches; Vectors;
Conference_Titel :
Sensorless Control for Electrical Drives and Predictive Control of Electrical Drives and Power Electronics (SLED/PRECEDE), 2013 IEEE International Symposium on
Conference_Location :
Munich
Print_ISBN :
978-1-4799-0680-2
DOI :
10.1109/SLED-PRECEDE.2013.6684485