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Control of Flexible-link Manipulators Using Neural Networks

von
Springer London,
Buch
128,39 € Lieferbar in 2-3 Tagen

Kurzbeschreibung

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
Schlagworte

Titel: Control of Flexible-link Manipulators Using Neural Networks
Autoren/Herausgeber: H.A. Talebi, R.V. Patel, K. Khorasani
Aus der Reihe: Lecture Notes in Control and Information Sciences
Ausgabe: 2001

ISBN/EAN: 9781852334093

Seitenzahl: 150
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 540 g
Sprache: Englisch

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