Title :
FPGA Implementation of Model Predictive Control With Constant Switching Frequency for PMSM Drives
Author :
Zhixun Ma ; Saeidi, Saeid ; Kennel, Ralph
Author_Institution :
Inst. for Electr. Drive Syst. & Power Electron., Tech. Univ. of Munich, Munich, Germany
Abstract :
Field programmable gate array (FPGA) implementation of a model predictive control with constant switching frequency (MPC-CSF) for a permanent magnet synchronous machine (PMSM) is proposed. The basic finite states MPC (FS-MPC) can be combined with a pulsewidth modulation (PWM) modulator because of an effective cost function optimization algorithm in which voltage vectors are dynamically selected and calculated through iteration based on the idea similar to dichotomy. Using model-based design (MBD), MPC-CSF is implemented on an FPGA with parallel and pipeline processing techniques in short execution time. Functionality simulation analysis presents that MPC-CSF is much robust to parameter variations. Experimental results illustrate that MPC-CSF has good dynamic performance for PMSM drives.
Keywords :
drives; field programmable gate arrays; machine control; permanent magnet machines; predictive control; synchronous machines; FPGA; MPC-CSF; PMSM drives; constant switching frequency; effective cost function optimization algorithm; field programmable gate arrays; finite states MPC; model predictive control; model-based design; parallel processing; permanent magnet synchronous machine; pipeline processing; pulsewidth modulation modulator; Cost function; Field programmable gate arrays; Mathematical model; Permanent magnet machines; Predictive control; Field programmable gate array (FPGA); model predictive control (MPC); optimization algorithm; permanent magnet synchronous machine (PMSM);
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2014.2344432