Genetic programming function representation for Fuzzy Polar speed controller of induction motor

Genetic programming function representation for Fuzzy Polar speed controller of induction motor

This paper presents a genetic programming (GP) function representation of fuzzy polar controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The syst...

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Bibliographische Detailangaben
Hauptverfasser: Supari, Sawitri, D.R., Purnomo, M.H.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
controller
Flexible printed circuits
Frequency
Fuzzy control
fuzzy polar
Genetic programming
induction motor
Induction motors
Mathematical model
MATLAB
Performance analysis
speed control
Stators
Velocity control
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Beschreibung
Zusammenfassung:This paper presents a genetic programming (GP) function representation of fuzzy polar controller (FPC) applied to Volt/Hertz closed loop induction motor speed control. The induction motor is modeled in terms of d-q axis with synchronous frame associated with the stator excitation frequency. The system is modeled and simulated under MATLAB/Simulink environment. Performances of the GP function controller are analyzed and compared to the fuzzy polar controller. The simulation results show that the GP function controller gives performance very close to fuzzy polar controller in transient and steady-state responses.
DOI:10.1109/ICICI-BME.2009.5417255