DocumentCode :
1326222
Title :
High-Bandwidth Explicit Model Predictive Control of Electrical Drives
Author :
Mariethoz, Sebastien ; Domahidi, Alexander ; Morari, Manfred
Author_Institution :
Autom. Control Lab., ETH Zurich, Zürich, Switzerland
Volume :
48
Issue :
6
fYear :
2012
Firstpage :
1980
Lastpage :
1992
Abstract :
Field-oriented control (FOC) has proven effective for controlling ac drives with good dynamic performance. However, operation at low-switching frequencies and the sensitivity of traditional feedforward loops to system parameters pose severe limitations on the achievable performance and require a tedious tuning procedure. In this paper, we present a systematic cascade explicit model predictive control framework for the FOC of electrical drives, resolving the aforementioned issues while being sufficiently simple to be widely implemented on various ac drive systems. The resulting closed-loop system exhibits high dynamic performance for all operating points, even at low-switching frequencies. We present experiments with a permanent-magnet machine and an induction motor, demonstrating the practical feasibility and the merits of the proposed framework over traditional controller designs for electrical drives.
Keywords :
closed loop systems; induction motor drives; machine control; optimal control; permanent magnet machines; predictive control; tuning; AC drives control; FOC; closed-loop system; dynamic performance; electrical drives control design; field-oriented control; high dynamic performance; high-bandwidth explicit model predictive control; induction motor; low-switching frequencies; permanent-magnet machine; system parameters pose; systematic cascade explicit model predictive control framework; tedious tuning procedure; tradi- tional feedforward loops sensitivity; Observers; Optimization; Predictive models; Rotors; Stators; Switching frequency; Torque control; Constrained optimal control; electrical drives; explicit model predictive control (EMPC); field-oriented control (FOC); induction motor (IM); permanent-magnet machine (PM);
fLanguage :
English
Journal_Title :
Industry Applications, IEEE Transactions on
Publisher :
ieee
ISSN :
0093-9994
Type :
jour
DOI :
10.1109/TIA.2012.2226198
Filename :
6338290
Link To Document :
بازگشت