DocumentCode
1604811
Title
A fuzzy compensated microcomputer based DC drive
Author
Zawawi, Amr EL ; Maher, Walid Ahmed
Author_Institution
Dept. of Electr. Eng., Alexandria Univ., Egypt
Volume
1
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
412
Abstract
Fuzzy logic or fuzzy set theory is recently getting increasing emphasis in process control applications. This paper describes the application of fuzzy logic in a speed control system that uses a single phase, fully-controlled B2C converter bridge driving a separately excited DC motor. The fuzzy logic is used to linearize the transfer characteristics of the converter in discontinuous conduction mode occurring at light loads. The voltage to current ratio increases with discontinuity, which causes an improper operation of the current controller and a sluggish response of the speed controller, as both controllers are tuned in the case of continuous conduction when the ratio between voltage and current is constant. A compensation algorithm is developed in details then fuzzified. A new, fast and efficient algorithm for representing fuzzy sets in real time implementation was suggested. The fuzzy system was simulated and tuned finely to match the actual values. The overall system was verified experimentally by open loop response. The closed loop response was investigated and recorded in both cases, with and without the use of fuzzy compensation and the results were studied and compared. The experimental results (closed loop response) indicated the the befits of fuzzy logic in the field of DC drives
Keywords
DC motor drives; compensation; control system analysis; control system synthesis; digital control; fuzzy control; fuzzy set theory; machine control; machine testing; machine theory; microcomputer applications; power engineering computing; DC motor drive; closed loop response; compensation algorithm; fuzzy logic; fuzzy set theory; fuzzy-compensated microcomputer control; open loop response; process control; speed control system; transfer characteristics linearisation; Bridge circuits; DC motors; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Microcomputers; Process control; Velocity control; Voltage control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, 1999. IECON '99 Proceedings. The 25th Annual Conference of the IEEE
Conference_Location
San Jose, CA
Print_ISBN
0-7803-5735-3
Type
conf
DOI
10.1109/IECON.1999.822233
Filename
822233
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