DocumentCode
3199663
Title
A simple self-tuning speed controller
Author
Romeral, L. ; Aldabas, E. ; Arias, A. ; Llaquet, J.
Author_Institution
Dept. of Electron. Eng., Tech. Univ. of Catalonia, Terrassa, Spain
Volume
2
fYear
2000
fDate
2000
Firstpage
666
Abstract
The authors present a self-tuning PID adaptive speed controller for AC motor speed regulation with a very low computational algorithm. The traditional industrial solution to obtain acceptable characteristics for tracking and process regulation consists to find a compromise point for both two situations, or in advanced regulators, to adopt a simple two degrees of freedom PID control, whose parameters are fixed by auto-tuning. But when plant parameters vary strongly this auto-tuning algorithm have to be continuously started. In those cases, this work proposes a single self-tuning PID control method with a simple adaptation mechanism. The controller is based in a novel fuzzy adaptation method that changes the parameters of an standard PID controller, concretely integral constant KI, for adapting it to the plant evolution according to the dynamics of the system. This fuzzy logic adaptive strategy has been readily implemented, with very fast learning features and very good tracking characteristics. The developed controller has been also compared with other classical controls, and experimental results demonstrate the robustness of the suggested algorithm in contending with varying load and torque disturbance
Keywords
AC motors; adaptive control; control system analysis; control system synthesis; fuzzy control; machine control; machine testing; machine theory; self-adjusting systems; three-term control; velocity control; AC motor speed regulation; adaptation mechanism; auto-tuning algorithm; control design; control simulation; fuzzy adaptation method; learning features; robustness; self-tuning PID adaptive speed controller; tracking characteristics; AC motors; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Industrial control; Programmable control; Regulators; Three-term control; Torque control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2000. ISIE 2000. Proceedings of the 2000 IEEE International Symposium on
Conference_Location
Cholula, Puebla
Print_ISBN
0-7803-6606-9
Type
conf
DOI
10.1109/ISIE.2000.930377
Filename
930377
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