Neural-Network-Based Controller with Application to a Flexible Micro-ActuatorDirect Neural Controller and its Extension to an Open-Loop Neural Controller

Kazuhiko TAKAHASHI  Minoru SASAKI  

Publication
IEICE TRANSACTIONS on Electronics   Vol.E80-C   No.2   pp.246-254
Publication Date: 1997/02/25
Online ISSN: 
DOI: 
Print ISSN: 0916-8516
Type of Manuscript: Special Section PAPER (Special Issue on Micromachine Technology)
Category: Actuator
Keyword: 
neural networks,  identifier,  controller,  learning,  micro actuator,  

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Summary: 
A method is presented for implementing a neural control system for controlling a piezopolymer bimorph flexible micro-actuator. Two neural controllers were constructed, both with an adaptive-type neural identifier and a learning-type direct or open-loop neural controller, focusing on the difference in learning speed between the adaptive and learning schemes. Simulated use of the proposed controllers to control a flexible micro-actuator showed that they can do so effectively. Experiments also demonstrated that a neural controller can be used to control a flexible micro-actuator.