Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System

The System identification (SI) black box method is used in this study to obtain the mathematical model of a fiber braided bending actuator (FBBA) using MATLAB Simulink. Data from the system input and output are used by the black box method. Thus, the voltage supplied to the electro-pneumatic regula...

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Main Authors: Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir, Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin, Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi, Mohamed Naji Muftah, Mohamed Naji Muftah, Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff, Shahrol Mohamaddan, Shahrol Mohamaddan
Format: Article
Language:English
Published: Mdpi 2023
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Online Access:http://eprints.uthm.edu.my/10459/1/J15890_f2a8e4459b3c3ebfae533ed5e877bce8.pdf
http://eprints.uthm.edu.my/10459/
https://doi.org/10.3390/app13053170
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spelling my.uthm.eprints.104592023-11-21T01:49:15Z http://eprints.uthm.edu.my/10459/ Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi Mohamed Naji Muftah, Mohamed Naji Muftah Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff Shahrol Mohamaddan, Shahrol Mohamaddan T Technology (General) The System identification (SI) black box method is used in this study to obtain the mathematical model of a fiber braided bending actuator (FBBA) using MATLAB Simulink. Data from the system input and output are used by the black box method. Thus, the voltage supplied to the electro-pneumatic regulators and the position (angle) of the FBBA system are used to collect input–output data in this study. In the system, PRBS generators are used to generate an input signal for the electro-pneumatic valve. The auto-regressive with exogenous input (ARX) model is chosen. As the controller for the FBBA position system, PID with the Genetic Algorithm (GA) tuning method and auto-tuned tuning method is proposed. The reference angle, simulation, and actual test are compared. The mathematical model gained from the SI method is verified through the simulation and test result of the position control. It was found that the model obtained through SI able represent the actual plant. Mdpi 2023 Article PeerReviewed text en http://eprints.uthm.edu.my/10459/1/J15890_f2a8e4459b3c3ebfae533ed5e877bce8.pdf Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir and Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin and Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi and Mohamed Naji Muftah, Mohamed Naji Muftah and Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff and Shahrol Mohamaddan, Shahrol Mohamaddan (2023) Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System. Applied Sciences, 13 (3170). pp. 1-15. https://doi.org/10.3390/app13053170
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir
Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin
Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi
Mohamed Naji Muftah, Mohamed Naji Muftah
Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff
Shahrol Mohamaddan, Shahrol Mohamaddan
Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
description The System identification (SI) black box method is used in this study to obtain the mathematical model of a fiber braided bending actuator (FBBA) using MATLAB Simulink. Data from the system input and output are used by the black box method. Thus, the voltage supplied to the electro-pneumatic regulators and the position (angle) of the FBBA system are used to collect input–output data in this study. In the system, PRBS generators are used to generate an input signal for the electro-pneumatic valve. The auto-regressive with exogenous input (ARX) model is chosen. As the controller for the FBBA position system, PID with the Genetic Algorithm (GA) tuning method and auto-tuned tuning method is proposed. The reference angle, simulation, and actual test are compared. The mathematical model gained from the SI method is verified through the simulation and test result of the position control. It was found that the model obtained through SI able represent the actual plant.
format Article
author Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir
Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin
Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi
Mohamed Naji Muftah, Mohamed Naji Muftah
Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff
Shahrol Mohamaddan, Shahrol Mohamaddan
author_facet Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir
Najaa Aimi Mohd Nordin, Najaa Aimi Mohd Nordin
Ahmad Athif Mohd Faudzi, Ahmad Athif Mohd Faudzi
Mohamed Naji Muftah, Mohamed Naji Muftah
Mohd Akmal Mhd Yusoff, Mohd Akmal Mhd Yusoff
Shahrol Mohamaddan, Shahrol Mohamaddan
author_sort Mohd Nizar Muhammad Nasir, Mohd Nizar Muhammad Nasir
title Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
title_short Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
title_full Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
title_fullStr Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
title_full_unstemmed Modeling and Position Control of Fiber Braided Bending Actuator Using Embedded System
title_sort modeling and position control of fiber braided bending actuator using embedded system
publisher Mdpi
publishDate 2023
url http://eprints.uthm.edu.my/10459/1/J15890_f2a8e4459b3c3ebfae533ed5e877bce8.pdf
http://eprints.uthm.edu.my/10459/
https://doi.org/10.3390/app13053170
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score 13.160551