Title :
A fuzzy velocity controller for DC drives
Author :
Ortmeyer, T.H. ; Ahmed-Zaid, S. ; Mukundan, R. ; Boutwell, D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Clarkson Univ., Potsdam, NY, USA
Abstract :
An investigation into the development of a fuzzy velocity controller for DC motor drives is presented. The controller development is based on a verbal performance objective which is intended to minimize the response time following a step change in load torque. This performance objective has been translated into separate fuzzy controllers for high and low inductance machines. The authors present the conceptual foundation for the fuzzy control, as well as details of the development of the fuzzy control implementation. Two classes of machines are identified, and simulation results are presented for both. A laboratory implementation has been developed for a two-horsepower, permanent-magnet machine using graphical programming on a 486 computer for the fuzzy control implementation. The initial results of this implementation show the effectiveness of the control
Keywords :
DC motors; digital control; electric drives; fuzzy control; machine control; microcomputer applications; permanent magnet motors; velocity control; 486 computer; DC motor drives; PM motors; development; digital control; fuzzy control; fuzzy velocity controller; load torque; machine control; response time; step change; verbal performance objective; Computational modeling; DC motors; Drives; Fuzzy control; Inductance; Induction motors; Steady-state; Torque; Velocity control; Voltage;
Conference_Titel :
Industry Applications Society Annual Meeting, 1993., Conference Record of the 1993 IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-1462-X
DOI :
10.1109/IAS.1993.299148
