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Control of Flexible-link Manipulators Using Neural Networks. 2001 ed.
・ISBN 978-1-85233-409-3 paper EUR 49.99
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| 著者・編者 | Talebi, H.A. / Patel, R.V. / Khorasani, K., |
|---|---|
| シリーズ | (Lecture Notes in Control and Information Sciences) |
| 出版社 | (Springer London Ltd, UK) |
| 出版年月 | 2001 |
| ページ数 | 150 pp. |
| 言語 | ENG |
| ニュース番号 | <A05-28924> |
解説
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.