DocumentCode
1586976
Title
A DC brushless servo drive system controlled by fuzzy-logic based auto-tuning implementation
Author
Inoue, K. ; Izumi, T. ; Hiraki, E. ; Nakaoka, M.
Author_Institution
Div. of Res. & Dev., Shinko Electr. Co. Ltd., Mie, Japan
fYear
1995
Firstpage
208
Lastpage
212
Abstract
This paper describes a feasible auto-tuning method of a novel DC brushless servo drive system which introduces a fuzzy-algorithms based controller. This is basically considered as an advanced technique to adjust two gains of a PI compensator under the principle of providing on the basis of additional reference generator, observer and fuzzy-reasoning controller with a general-purpose speed control loop including a PI regulator. It is possible to vary the gains so as to be an optimum level through repeating 10 responses or more step responses in relation to variations of load inertia and mechanical vibration in addition to control characteristic fluctuations. It is proved that a novel DC brushless servo drive motion system can be automatically tuned so as to provide an optimum response if it is a completely unstable state on the basis of the experimental results
Keywords
DC motor drives; brushless DC motors; compensation; fuzzy control; fuzzy logic; machine control; observers; servomotors; tuning; two-term control; DC brushless servo drive system; PI compensator; PI regulator; fuzzy-logic based auto-tuning; fuzzy-reasoning controller; general-purpose speed control loop; motion system; observer; reference generator; step responses; Automatic control; Control systems; Fluctuations; Paper technology; Pulse width modulation inverters; Regulators; Service robots; Servomechanisms; Velocity control; Vibration control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-2645-8
Type
conf
DOI
10.1109/IACET.1995.527564
Filename
527564
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