Title :
Embedded DSP-Based Compact Fuzzy System and Its Application for Induction-Motor
Speed Control
Author :
Suetake, Marcelo ; Silva, Ivan N da ; Goedtel, Alessandro
Author_Institution :
Dept. of Electr. Eng., Univ. of Sao Paulo, Sao Carlos, Brazil
fDate :
3/1/2011 12:00:00 AM
Abstract :
This paper presents a compact embedded fuzzy system for three-phase induction-motor scalar speed control. The control strategy consists in keeping constant the voltage-frequency ratio of the induction-motor supply source. A fuzzy-control system is built on a digital signal processor, which uses speed error and speed-error variation to change both the fundamental voltage amplitude and frequency of a sinusoidal pulsewidth modulation inverter. An alternative optimized method for embedded fuzzy-system design is also proposed. The controller performance, in relation to reference and load-torque variations, is evaluated by experimental results. A comparative analysis with conventional proportional-integral controller is also achieved.
Keywords :
fuzzy control; induction motors; velocity control; embedded DSP-based compact fuzzy system; fuzzy-control system; induction-motor supply source; sinusoidal pulsewidth modulation inverter; three-phase induction-motor scalar speed control; Digital signal processors (DSPs); fuzzy control; induction motors; real-time systems;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2010.2047822