Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator

The objective of the work reported in this paper is to investigate the development of hybrid iterative learning control with input shaping for input tracking and end-point vibration suppression of a flexible manipulator. The dynamic model of the system is derived using the finite element method. Ini...

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Main Authors: Zain, M Z M, Tokhi, M O, Mohamed, Z
Format: Article
Language:English
Published: ASME 2004
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Online Access:http://eprints.utm.my/id/eprint/488/1/ESDA04-58239.pdf
http://eprints.utm.my/id/eprint/488/
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spelling my.utm.4882010-06-01T02:44:58Z http://eprints.utm.my/id/eprint/488/ Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator Zain, M Z M Tokhi, M O Mohamed, Z TJ Mechanical engineering and machinery The objective of the work reported in this paper is to investigate the development of hybrid iterative learning control with input shaping for input tracking and end-point vibration suppression of a flexible manipulator. The dynamic model of the system is derived using the finite element method. Initially, a collocated proportional-derivative (PD) controller utilizing hub-angle and hub-velocity feedback is developed for control of rigid-body motion of the system. This is then extended to incorporate iterative learning control and a feedforward controller based on input shaping techniques for control of vibration (flexible motion) of the system. Simulation results of the response of the manipulator with the controllers are presented in the time and frequency domains. The performance of the hybrid learning control with input shaping scheme is assessed in terms of input tracking and level of vibration reduction. The effectives of the control schemes in handling various payloads are also studied. ASME 2004-07-19 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/488/1/ESDA04-58239.pdf Zain, M Z M and Tokhi, M O and Mohamed, Z (2004) Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator. 7th Biennial ASME Conference Engineering Systems Design and Analysis .
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Zain, M Z M
Tokhi, M O
Mohamed, Z
Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
description The objective of the work reported in this paper is to investigate the development of hybrid iterative learning control with input shaping for input tracking and end-point vibration suppression of a flexible manipulator. The dynamic model of the system is derived using the finite element method. Initially, a collocated proportional-derivative (PD) controller utilizing hub-angle and hub-velocity feedback is developed for control of rigid-body motion of the system. This is then extended to incorporate iterative learning control and a feedforward controller based on input shaping techniques for control of vibration (flexible motion) of the system. Simulation results of the response of the manipulator with the controllers are presented in the time and frequency domains. The performance of the hybrid learning control with input shaping scheme is assessed in terms of input tracking and level of vibration reduction. The effectives of the control schemes in handling various payloads are also studied.
format Article
author Zain, M Z M
Tokhi, M O
Mohamed, Z
author_facet Zain, M Z M
Tokhi, M O
Mohamed, Z
author_sort Zain, M Z M
title Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
title_short Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
title_full Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
title_fullStr Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
title_full_unstemmed Hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
title_sort hybrid learning control with input shaping for input tracking and vibration suppression of a flexible manipulator
publisher ASME
publishDate 2004
url http://eprints.utm.my/id/eprint/488/1/ESDA04-58239.pdf
http://eprints.utm.my/id/eprint/488/
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score 13.160551