scholarly journals Field-oriented Controlled Permanent Magnet Synchronous Motor Drive with Dynamic-parameter Speed Controller Based on Generalized Regression Neural Network

2021 ◽  
Vol 33 (6) ◽  
pp. 1945
Author(s):  
Yung-Chang Luo ◽  
Hsu-Hung Zheng ◽  
Chia-Hung Lin ◽  
Ying-Piao Kuo
Keyword(s):  
Neural Network ◽  
Permanent Magnet ◽  
Permanent Magnet Synchronous Motor ◽  
Dynamic Parameter ◽  
Synchronous Motor ◽  
Motor Drive ◽  
Generalized Regression Neural Network ◽  
Speed Controller ◽  
Synchronous Motor Drive ◽  
Generalized Regression

Fuzzy Logic Based Speed Control of an IPM Synchronous Motor Drive

2000 ◽  
Vol 4 (3) ◽  
pp. 212-219 ◽  
Author(s):  
M. N. Uddin ◽  
◽  
M. A. Rahman
Keyword(s):  
Fuzzy Logic ◽  
Permanent Magnet ◽  
Fuzzy Logic Controller ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Operating Conditions ◽  
Motor Drive ◽  
Speed Controller ◽  
Synchronous Motor Drive ◽  
Interior Permanent Magnet

This paper presents the on-line implementation of a novel fuzzy logic based speed controller for an interior permanent magnet synchronous motor drive. The fundamentals of fuzzy logic algorithms relating to motor control applications are illustrated. A new fuzzy speed controller for the IPMSM drive is designed. The complete vector control scheme incorporating the fuzzy logic controller (FLC) is successfully implemented in real-time using a digital signal processor board DS 1102 in a laboratory 1 hp interior permanent magnet synchronous motor (IPMSM). The efficacy of the proposed fuzzy logic controller (FLC) based IPMSM drive is verified by simulation as well as experimental results at different dynamic operating conditions. The fuzzy logic controller is found to be more robust for application in the IPMSM drive.

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