DocumentCode
4500
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
Volume
10
Issue
4
fYear
2014
fDate
Nov. 2014
Firstpage
2055
Lastpage
2063
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);
fLanguage
English
Journal_Title
Industrial Informatics, IEEE Transactions on
Publisher
ieee
ISSN
1551-3203
Type
jour
DOI
10.1109/TII.2014.2344432
Filename
6868255
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