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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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ASME
2004
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| Subjects: | |
| Online Access: | http://eprints.utm.my/488/ http://eprints.utm.my/488/1/ESDA04-58239.pdf |
| _version_ | 1848889932208144384 |
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| 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 |
| building | UTeM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T20:34:02Z |
| format | Article |
| id | utm-488 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:34:02Z |
| publishDate | 2004 |
| publisher | ASME |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-4882010-06-01T02:44:58Z http://eprints.utm.my/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/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 . |
| 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 |
| title | 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_short | 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 |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.utm.my/488/ http://eprints.utm.my/488/1/ESDA04-58239.pdf |