DocumentCode :
2282186
Title :
Improved performance of PMSM speed responses using a hybrid Fuzzy/ PI controller
Author :
Chua, Kein Huat ; Lim, Yun Seng ; Morris, Stella ; Wong, Jianhui
Author_Institution :
Fac. of Eng. & Sci., Univ. Timku Abdul Rahman, Kuala Lumpur, Malaysia
fYear :
2010
fDate :
Nov. 29 2010-Dec. 1 2010
Firstpage :
474
Lastpage :
479
Abstract :
This paper presents an improved performance of a Permanent Magnet Synchronous Motor (PMSM) using a hybrid Fuzzy/ Proportional-Integral (PI) controller. Hybrid control has an advantage of integrating a superiority of two or more control techniques for better control performances. A fuzzy controller offers better speed responses for start-up and large reference input changes (large speed error) as compared to a Proportional-Integral controller. Nevertheless, a rules-based fuzzy controller is limited to a particular operating condition. If the nature of the load torque is varied, the steady-state error of the fuzzy logic controller will be significant. The Proportional-Integral controller has good adaptability over load torque variation and can maintain high steady-state accuracy. However, the transient responses are quite poor. This study has incorporated a Fuzzy and PI into the control of PMSM to improve its dynamic speed performances. The simulation is carried out using Matlab Simulink.
Keywords :
PI control; fuzzy control; machine control; permanent magnet motors; synchronous motors; Matlab Simulink; PI controller; fuzzy logic controller; load variation; permanent magnet synchronous motor speed responses; proportional-integral controller; rules-based fuzzy controller; Fuzzy; Hybrid; PI; PMSM;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy (PECon), 2010 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-8947-3
Type :
conf
DOI :
10.1109/PECON.2010.5697629
Filename :
5697629
Link To Document :
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