Title :
Fuzzy and neuro-fuzzy designs of boost converter supplying DC motors
Author :
Vasile, D. ; Vasile, D. ; Florescu, Adrian ; Stoichescu, D.A.
Author_Institution :
Sch. of Eng. & Appl. Sci., Southern Methodist Univ., Dallas, TX, USA
Abstract :
The paper compares fuzzy and neuro-fuzzy designs of a duty-cycle compensation controller used to linearize the nonlinear external characteristics family of a boost converter that supplies DC motors. This controller is additionally introduced in high precision speed control systems. Comparison reveals the advantages of neuro-fuzzy controllers over fuzzy controllers. A discussion on real-time implementation is also taken under consideration
Keywords :
DC motor drives; DC-DC power convertors; fuzzy logic; fuzzy neural nets; machine control; velocity control; DC motors; boost converter; duty-cycle compensation controller; fuzzy designs; high precision speed control systems; neuro-fuzzy designs; nonlinear external characteristics family; real-time implementation; Control systems; DC motors; DC-DC power converters; Equations; Fuzzy control; Fuzzy logic; Humans; Switching converters; Telecommunication control; Velocity control;
Conference_Titel :
Electronics, Circuits and Systems, 2000. ICECS 2000. The 7th IEEE International Conference on
Conference_Location :
Jounieh
Print_ISBN :
0-7803-6542-9
DOI :
10.1109/ICECS.2000.912974
