Control of Flexible-link Manipulators Using Neural Networks (Lecture Notes in Control and Information Sciences, 261, Band 261) - Softcover

Patel, R. V.; Khorasani, K.; Talebi, H. A.

Softcover

ISBN 10: 1852334096 ISBN 13: 9781852334093

Verlag: Springer, 2008

Inhaltsangabe

Control of Flexible-link Manipulators Using Neural Networks addresses the difficulties that arise in controlling the end-point of a manipulator that has a significant amount of structural flexibility in its links. The non-minimum phase characteristic, coupling effects, nonlinearities, parameter variations and unmodeled dynamics in such a manipulator all contribute to these difficulties. Control strategies that ignore these uncertainties and nonlinearities generally fail to provide satisfactory closed-loop performance. This monograph develops and experimentally evaluates several intelligent (neural network based) control techniques to address the problem of controlling the end-point of flexible-link manipulators in the presence of all the aforementioned difficulties. To highlight the main issues, a very flexible-link manipulator whose hub exhibits a considerable amount of friction is considered for the experimental work. Four different neural network schemes are proposed and implemented on the experimental test-bed. The neural networks are trained and employed as online controllers.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2008
• Sprache: Englisch
• ISBN 10: 1852334096
• ISBN 13: 9781852334093
• Einband: Taschenbuch
• Anzahl der Seiten: 168
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