Neural controller for flexible robotic manipulator
A dynamic model of a two-link flexible robot was derived and simulations were carried out to analyze the flexibility of the manipulator. The Langrangian approach and assumed mode shapes are utilized to develop the dynamic model of the two-link flexible robotic manipulator. It was found that the flex...
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sg-ntu-dr.10356-49812023-07-04T15:50:48Z Neural controller for flexible robotic manipulator Raveendran, N. Sundararajan, Narasimhan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics A dynamic model of a two-link flexible robot was derived and simulations were carried out to analyze the flexibility of the manipulator. The Langrangian approach and assumed mode shapes are utilized to develop the dynamic model of the two-link flexible robotic manipulator. It was found that the flexibility of the manipulator results in the vibration of links. Conventional controllers such as PD Controller, inverse controller and inverse controller with Direct Strain Feed Back (DSFB) were used to eliminate these vibrations. Simulations were carried out to analyze the control of vibration of both rigid and flexible manipulators. Satisfactory results were obtained for all controllers on rigid manipulator, but on flexible manipulator, only inverse controller with direct strain feedback displayed satisfactory results. An analysis was also carried out to determine the effects of parameter variation on the control of vibrations of the flexible manipulator. Master of Science (Computer Control and Automation) 2008-09-17T10:02:39Z 2008-09-17T10:02:39Z 2000 2000 Thesis http://hdl.handle.net/10356/4981 Nanyang Technological University application/pdf |
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DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics Raveendran, N. Neural controller for flexible robotic manipulator |
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A dynamic model of a two-link flexible robot was derived and simulations were carried out to analyze the flexibility of the manipulator. The Langrangian approach and assumed mode shapes are utilized to develop the dynamic model of the two-link flexible robotic manipulator. It was found that the flexibility of the manipulator results in the vibration of links. Conventional controllers such as PD Controller, inverse controller and inverse controller with Direct Strain Feed Back (DSFB) were used to eliminate these vibrations. Simulations were carried out to analyze the control of vibration of both rigid and flexible manipulators. Satisfactory results were obtained for all controllers on rigid manipulator, but on flexible manipulator, only inverse controller with direct strain feedback displayed satisfactory results. An analysis was also carried out to determine the effects of parameter variation on the control of vibrations of the flexible manipulator. |
author2 |
Sundararajan, Narasimhan |
author_facet |
Sundararajan, Narasimhan Raveendran, N. |
format |
Theses and Dissertations |
author |
Raveendran, N. |
author_sort |
Raveendran, N. |
title |
Neural controller for flexible robotic manipulator |
title_short |
Neural controller for flexible robotic manipulator |
title_full |
Neural controller for flexible robotic manipulator |
title_fullStr |
Neural controller for flexible robotic manipulator |
title_full_unstemmed |
Neural controller for flexible robotic manipulator |
title_sort |
neural controller for flexible robotic manipulator |
publishDate |
2008 |
url |
http://hdl.handle.net/10356/4981 |
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1772827428703436800 |