DocumentCode
2577557
Title
Particle swarm optimization for PID tuning of a BLDC motor
Author
Portillo, Alberto A. ; Frye, Michael ; Qian, Chunjiang
Author_Institution
UTSA Dept. of Electr., Univ. of Texas Health, San Antonio, TX, USA
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
3917
Lastpage
3922
Abstract
This paper applies a particle swarm optimizer to tune the PID gains for a brushless DC motor. This motor is used in a milling machine that moves in coordination with three additional motors to carve out transtibial and transfemoral prosthetic sockets. Three motors move in the X, Y, and Z coordinate axes, while one motor rotates in a clockwise/counterclockwise rotation. The BLDC motor of interested is responsible for controlling the movement along the X axis. Performance improvements using the PSO PID gains are analyzed in the motor controlling the X axis by comparing the performance of the motor obtained by an optimizer program provided by the manufacturer of the milling machine and the brushless DC motor model developed in this paper.
Keywords
brushless DC motors; machine control; milling machines; particle swarm optimisation; prosthetics; BLDC Motor; PID tuning; brushless DC motor; milling machine; particle swarm optimization; transfemoral prosthetic sockets; transtibial prosthetic sockets; Brushless DC motors; Brushless motors; Clocks; DC motors; Metalworking machines; Particle swarm optimization; Performance gain; Prosthetics; Sockets; Three-term control; PID tuning; Particle Swarm Optimization; biomedical application;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346655
Filename
5346655
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