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Control of Flexible-link Manipulators Using Neural Networks: Lecture Notes in Control and Information Sciences, cartea 261

Autor H.A. Talebi, R.V. Patel, K. Khorasani
en Limba Engleză Paperback – 29 ian 2001
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.
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Specificații

ISBN-13: 9781852334093
ISBN-10: 1852334096
Pagini: 168
Ilustrații: XVIII, 150 p.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.26 kg
Ediția:2001
Editura: SPRINGER LONDON
Colecția Springer
Seria Lecture Notes in Control and Information Sciences

Locul publicării:London, United Kingdom

Public țintă

Professional/practitioner

Cuprins

Manipulator model.- Output redefinition.- Proposed neural network structures.- Experimental results.

Caracteristici

Authors well known in their field Up-to-date experimental evaluations included