Mendeley
TY  _  JOUR
ID  -  1403052647690
TI  -  Design of an Adaptive Neuro-Fuzzy Sensorless Controller for Permanent Magnet Synchronous Motor 
JO  -  Nashriyyah -i Muhandisi -i Barq va Muhandisi -i Kampyutar -i Iran
JA  -  ES
LA  -  fa
SN  -  16823745
AU  -  Zergani Saeed
AU  -  Erfanimajd Nasser
AD  -  دانشگاه شهید چمران اهواز- پردیس صنعتی شهدای هویزه
AD  -  دانشجوی کارشناسی ارشد گروه مهندسی برق، پردیس صنعتی شهدای هویزه، دانشگاه شهید چمران اهواز، اهواز، ایران
Y1  -  2025
PY  -  2025
VL  -  1
IS  -  
SP  -  47
EP  -  57
KW  -  Permanent magnet synchronous motor
KW  -   adaptive neuro-fuzzy controller
KW  -   sensorless field oriented control
KW  -   phase-locked loop.  
DO  -  
N2  -  <p style="direction: ltr;">In this paper, the design of an adaptive neuro-fuzzy sensorless controller for a permanent magnet synchronous motor is proposed. The proposed controller includes a fuzzy logic controller part and a radial basis function neural network parameter adjuster adapted to changes in the system operating conditions. In other words, the proposed controller can adjust itself based on the system operating conditions and lead to an optimal response for the system. For sensorless control of a permanent magnet synchronous motor, a sliding mode observer and a phase-locked loop are used in an integrated manner to allow estimation of the rotor position and speed. In order to eliminate the error of the estimator and also the phase-locked loop at the beginning of the rotor operation, an I-f control strategy is used. This strategy will cause a smooth transition of torque-speed from the startup stage to the sensorless control stage. To demonstrate the effectiveness of the proposed control strategy, a simulation of a permanent magnet synchronous motor in the presence of the proposed controller was performed in the MATLAB software environment and its results were analyzed.</p>
UR  - rimag.ir/en/Article/47690
L1  - rimag.ir/en/Article/Download/47690
ER  -  
