An implementation of a knowledge-based system method to an active force control robotic scheme

This thesis presents a method to improve the response of a robotic control system in order to obtain a more robust system performance using an active force control with a knowledge-based system method called the Active Force Control and Knowledge-Based System (AFCKBS). The focus ofthe study is the i...

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主要作者: Pitowarno, Endra
格式: Thesis
语言:English
出版: 2002
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在线阅读:http://eprints.utm.my/id/eprint/42834/1/EndraPitowarnoFKM2002.pdf
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spelling my-utm-ep.428342020-10-08T00:57:55Z An implementation of a knowledge-based system method to an active force control robotic scheme 2002 Pitowarno, Endra TJ Mechanical engineering and machinery This thesis presents a method to improve the response of a robotic control system in order to obtain a more robust system performance using an active force control with a knowledge-based system method called the Active Force Control and Knowledge-Based System (AFCKBS). The focus ofthe study is the implementation of a mechanism to refme the trajectory error generated by an Active Force Control (AFC) scheme applied to a two-link robotic planar arm. This is accomplished by utilizing features ofthe signal patterns produced by the input and output functions. Based on the previous research that employed a number ofrobotic control schemes, knowledge ofthe trajectory track error pattern was obtained when a specific trajectory tracking command was forced to the system. The correlation between the generated track error pattern and the input function of the robot scheme provides the essential knowledge to be utilized via the proposed technique. A simulation and experimental study was performed and the result obtained was consequently analyzed and compared to show the performance enhancement in the proposed method. 2002 Thesis http://eprints.utm.my/id/eprint/42834/ http://eprints.utm.my/id/eprint/42834/1/EndraPitowarnoFKM2002.pdf application/pdf en public http://libraryopac.utm.my/client/en_AU/main/search/results/?lm=&qu=An+implementation+of+a+knowledge-based+system+method+to+an+active+force+control+robotic+scheme+&rt=&submit= masters Universiti Teknologi Malaysia, Faculty of Mechanical Engineering Faculty of Mechanical Engineering
institution Universiti Teknologi Malaysia
collection UTM Institutional Repository
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Pitowarno, Endra
An implementation of a knowledge-based system method to an active force control robotic scheme
description This thesis presents a method to improve the response of a robotic control system in order to obtain a more robust system performance using an active force control with a knowledge-based system method called the Active Force Control and Knowledge-Based System (AFCKBS). The focus ofthe study is the implementation of a mechanism to refme the trajectory error generated by an Active Force Control (AFC) scheme applied to a two-link robotic planar arm. This is accomplished by utilizing features ofthe signal patterns produced by the input and output functions. Based on the previous research that employed a number ofrobotic control schemes, knowledge ofthe trajectory track error pattern was obtained when a specific trajectory tracking command was forced to the system. The correlation between the generated track error pattern and the input function of the robot scheme provides the essential knowledge to be utilized via the proposed technique. A simulation and experimental study was performed and the result obtained was consequently analyzed and compared to show the performance enhancement in the proposed method.
format Thesis
qualification_level Master's degree
author Pitowarno, Endra
author_facet Pitowarno, Endra
author_sort Pitowarno, Endra
title An implementation of a knowledge-based system method to an active force control robotic scheme
title_short An implementation of a knowledge-based system method to an active force control robotic scheme
title_full An implementation of a knowledge-based system method to an active force control robotic scheme
title_fullStr An implementation of a knowledge-based system method to an active force control robotic scheme
title_full_unstemmed An implementation of a knowledge-based system method to an active force control robotic scheme
title_sort implementation of a knowledge-based system method to an active force control robotic scheme
granting_institution Universiti Teknologi Malaysia, Faculty of Mechanical Engineering
granting_department Faculty of Mechanical Engineering
publishDate 2002
url http://eprints.utm.my/id/eprint/42834/1/EndraPitowarnoFKM2002.pdf
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