Title :
Speed control of BLDC motor by using PID control and self-tuning fuzzy PID controller
Author :
Shamseldin, Mohammed Abdelbar ; El-Samahy, Adel A.
Author_Institution :
Mechatron. Eng. Dept., Future Univ. at Egypt, Cairo, Egypt
Abstract :
This paper presents three different robust controller techniques for high performance brushless DC (BLDC) motor. The purpose is to test the ability of each control technique to force the rotor to follow a preselected speed/position track. This objective should be achieved regardless the parameter variations, and external disturbances. The first technique is conventional PID controller. The second controller technique use genetic algorithm to adjust the PID controller parameters based on three different cost functions. Finally a self-tuning fuzzy PID controller is developed and tested. These controllers are tested for both speed regulation and speed tracking. Results shows that the proposed self-tuning fuzzy PID controller has better performance.
Keywords :
adaptive control; angular velocity control; brushless DC motors; fuzzy control; genetic algorithms; machine control; robust control; rotors; self-adjusting systems; three-term control; BLDC motor; cost functions; genetic algorithm; high performance brushless DC motor; robust controller techniques; rotor; self-tuning fuzzy PID controller; speed control; speed regulation; speed tracking; speed-position track; Brushless DC motors; Cost function; Induction motors; Mathematical model; Rotors; Genetic algorithm; PID control; Self-tuning fuzzy PID control;
Conference_Titel :
Research and Education in Mechatronics (REM), 2014 15th International Workshop on
Conference_Location :
El Gouna
DOI :
10.1109/REM.2014.6920443