DocumentCode :
2890817
Title :
Heuristic finite-set model predictive current control for induction machines
Author :
Stolze, P. ; Tomlinson, M. ; Kennel, Ralph ; Mouton, T.
Author_Institution :
Inst. for Electr. Drive Syst. & Power Electron., Tech. Univ. Munchen, Munich, Germany
fYear :
2013
fDate :
3-6 June 2013
Firstpage :
1221
Lastpage :
1226
Abstract :
This paper presents a heuristic Finite-Set Model Predictive Control (FS-MPC) strategy for current control of induction machines. FS-MPC methods are very intuitive and easy to understand; furthermore, they in general offer the possibility to control any nonlinear system with arbitrary user-defined terms in the cost function and do not require a modulator. One of their most important drawbacks is the necessary calculation effort which rises exponentially with the prediction horizon. Especially for multilevel inverters this can be a crucial factor for a successful real-time implementation. The proposed heuristic strategy for reducing the calculation effort can also be extended to multilevel inverters. The algorithm is verified experimentally for FS-MPC current control of an induction machine with three prediction steps.
Keywords :
asynchronous machines; electric current control; invertors; machine control; nonlinear control systems; predictive control; FS-MPC current control; arbitrary user-defined terms; cost function; heuristic FS-MPC strategy; heuristic finite-set model predictive current control; induction machines; multilevel inverters; nonlinear system control; prediction horizon; real-time implementation; Current control; Estimation; Optimization; Stator cores; Torque; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ECCE Asia Downunder (ECCE Asia), 2013 IEEE
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-0483-9
Type :
conf
DOI :
10.1109/ECCE-Asia.2013.6579264
Filename :
6579264
Link To Document :
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