DocumentCode
506872
Title
The Research of Optimized Torque Control Algorithm for PMSM Based on Grey Prediction Model
Author
Zhao, Gang ; Feng, Jinzhao ; Sun, Qiang
Author_Institution
Tianjin Univ. of Technol., Tianjin, China
Volume
1
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
335
Lastpage
340
Abstract
This paper realized the establishment of grey model for the uncertain part in terms of the analysis of current loop model in permanent-magnet synchronous motor (PMSM) close-loop control system in order to acquire improvement of current tracking character. Based on this model and the combination of torque constant value Kt in online identified strategy, this algorithm could enhance the calculation veracity of Kt through improving voltage accuracy, which made toque control precision improved to some extent. Through the MATLAB software to carry through algorithm simulation, compared with traditional PID control method, the result indicated that adopting grey prediction model to put up compensation control was able to improve current tracking capability and to achieve higher accuracy for torque control.
Keywords
closed loop systems; compensation; control system analysis; grey systems; mathematics computing; optimisation; permanent magnet motors; synchronous motors; three-term control; torque control; MATLAB software; PID control method; PMSM; algorithm simulation; close loop control system; compensation control; grey prediction model; loop model analysis; online identified strategy; optimized torque control algorithm; permanent magnet synchronous motor; torque constant value; tracking capability; voltage accuracy; Control system synthesis; MATLAB; Mathematical model; Predictive models; Software algorithms; Synchronous motors; Three-term control; Torque control; Tracking loops; Voltage control; PMSM; grey prediction; torque control;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3735-1
Type
conf
DOI
10.1109/FSKD.2009.588
Filename
5358582
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