Single Input Fuzzy Logic Controller for Flexible Joint Manipulator

Joint elasticity in the dynamics of robots manipulator makes the conventional model-based control strategies complex and difficult to synthesize. This paper presents investigations into the development of single input fuzzy logic controller (SIFLC) for tip angular position tracking and deflection a...

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Main Authors: Mohd Riduwan, Ghazali, Mohd Helmi, Suid, Zuwairie, Ibrahim, Muhammad Salihin, Saealal, Mohd Zaidi, Mohd Tumari
Format: Article
Language:English
English
Published: IJICIC 2016
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Online Access:http://umpir.ump.edu.my/id/eprint/12559/1/IJICIC_Vol12No1_1.pdf
http://umpir.ump.edu.my/id/eprint/12559/6/fkee-2016-riduan-single%20input%20fuzzy.pdf
http://umpir.ump.edu.my/id/eprint/12559/
http://www.ijicic.org/icicic2015-609.pdf
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Institution: Universiti Malaysia Pahang
Language: English
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spelling my.ump.umpir.125592018-02-27T08:08:10Z http://umpir.ump.edu.my/id/eprint/12559/ Single Input Fuzzy Logic Controller for Flexible Joint Manipulator Mohd Riduwan, Ghazali Mohd Helmi, Suid Zuwairie, Ibrahim Muhammad Salihin, Saealal Mohd Zaidi, Mohd Tumari QA75 Electronic computers. Computer science Joint elasticity in the dynamics of robots manipulator makes the conventional model-based control strategies complex and difficult to synthesize. This paper presents investigations into the development of single input fuzzy logic controller (SIFLC) for tip angular position tracking and deflection angle reduction of a flexible joint manipulator system. A Quanser flexible joint manipulator system is considered and the dynamic model of the system is derived using the Euler-Lagrange formulation. The proposed method, known as the SIFLC, reduces the conventional two-input FLC (CFLC) to a single input single output (SISO) controller. Two parallel SIFLC are developed for both tip angular position and deflection angle control. The proposed control scheme is also compared with existing results by Ahmad et al., which are hybrid proportional-derivative (PD) with low-pass filter (LPF) and PD with non-collocated fuzzy logic control schemes. The performances of the control schemes are assessed in terms of tip angular tracking capability, level of deflection angle reduction and time response specifications. Finally, a comparative assessment of the control techniques is presented and discussed. IJICIC 2016-02 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/12559/1/IJICIC_Vol12No1_1.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/12559/6/fkee-2016-riduan-single%20input%20fuzzy.pdf Mohd Riduwan, Ghazali and Mohd Helmi, Suid and Zuwairie, Ibrahim and Muhammad Salihin, Saealal and Mohd Zaidi, Mohd Tumari (2016) Single Input Fuzzy Logic Controller for Flexible Joint Manipulator. International Journal of Innovative Computing, Information and Control, 12 (1). pp. 181-191. ISSN 1349-4198 http://www.ijicic.org/icicic2015-609.pdf
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Mohd Riduwan, Ghazali
Mohd Helmi, Suid
Zuwairie, Ibrahim
Muhammad Salihin, Saealal
Mohd Zaidi, Mohd Tumari
Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
description Joint elasticity in the dynamics of robots manipulator makes the conventional model-based control strategies complex and difficult to synthesize. This paper presents investigations into the development of single input fuzzy logic controller (SIFLC) for tip angular position tracking and deflection angle reduction of a flexible joint manipulator system. A Quanser flexible joint manipulator system is considered and the dynamic model of the system is derived using the Euler-Lagrange formulation. The proposed method, known as the SIFLC, reduces the conventional two-input FLC (CFLC) to a single input single output (SISO) controller. Two parallel SIFLC are developed for both tip angular position and deflection angle control. The proposed control scheme is also compared with existing results by Ahmad et al., which are hybrid proportional-derivative (PD) with low-pass filter (LPF) and PD with non-collocated fuzzy logic control schemes. The performances of the control schemes are assessed in terms of tip angular tracking capability, level of deflection angle reduction and time response specifications. Finally, a comparative assessment of the control techniques is presented and discussed.
format Article
author Mohd Riduwan, Ghazali
Mohd Helmi, Suid
Zuwairie, Ibrahim
Muhammad Salihin, Saealal
Mohd Zaidi, Mohd Tumari
author_facet Mohd Riduwan, Ghazali
Mohd Helmi, Suid
Zuwairie, Ibrahim
Muhammad Salihin, Saealal
Mohd Zaidi, Mohd Tumari
author_sort Mohd Riduwan, Ghazali
title Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
title_short Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
title_full Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
title_fullStr Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
title_full_unstemmed Single Input Fuzzy Logic Controller for Flexible Joint Manipulator
title_sort single input fuzzy logic controller for flexible joint manipulator
publisher IJICIC
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/12559/1/IJICIC_Vol12No1_1.pdf
http://umpir.ump.edu.my/id/eprint/12559/6/fkee-2016-riduan-single%20input%20fuzzy.pdf
http://umpir.ump.edu.my/id/eprint/12559/
http://www.ijicic.org/icicic2015-609.pdf
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