Title :
Model predictive pulse pattern control
Author :
Geyer, Tobias ; Oikonomou, Nikolaos ; Papafotiou, Georgios ; Kieferndorf, Frederick
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
Abstract :
Industrial applications of medium-voltage drives impose increasingly stringent performance requirements, particularly with regards to harmonic distortions of the phase currents of the controlled electrical machine. An established method to achieve very low current distortions during steady-state operation is to employ offline calculated optimized pulse patterns (OPP). Achieving high dynamic performance, however, proves to be very difficult in a system operated by OPPs. In this paper, we propose a method that combines the optimal steady-state performance of OPPs with the very fast dynamics of trajectory tracking control. A constrained optimal control problem with a receding horizon policy, i.e. model predictive control (MPC), is formulated and solved. Results show that the combination of MPC with OPPs satisfies both the strict steady-state as well as the dynamic performance requirements imposed by the most demanding industrial applications. This is achieved without resorting to complicated structures such as observers of the state variable fundamental components of the electrical machine, which are required by state-of-the-art methods. A further advantage of the MPC method is the use of a receding horizon policy to provide feedback and a high degree of robustness.
Keywords :
harmonic distortion; machine control; optimal control; predictive control; constrained optimal control problem; controlled electrical machine; harmonic distortions; industrial applications; medium-voltage drives; model predictive control; optimized pulse patterns; phase currents; pulse pattern control; state variable fundamental components; trajectory tracking control; very low current distortions; Harmonic analysis; Stators; Steady-state; Switches; Trajectory; Transient analysis; Vectors; AC drive; model predictive control; optimized pulse pattern; pulse width modulation; trajectory tracking control;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2011 IEEE
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-4577-0542-7
DOI :
10.1109/ECCE.2011.6064215