Muhammad Nasir, Mohd. Nizar and Mohd. Nordin, Ili Najaa Aimi and Mohd. Faudzi, Ahmad Athif and Muftah, Mohamed Naji and Mhd. Yusoff, Mohd. Akmal and Mohamaddan, Shahrol (2023) Modeling and position control of fiber braided bending actuator using embedded system. Applied Sciences (Switzerland), 13 (5). pp. 1-15. ISSN 2076-3417
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Official URL: http://dx.doi.org/10.3390/app13053170
Abstract
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.
Item Type: | Article |
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Uncontrolled Keywords: | Arduino, ARX, fiber braided bending actuator, soft actuator, system identification |
Subjects: | T Technology > T Technology (General) |
Divisions: | Malaysia-Japan International Institute of Technology |
ID Code: | 105125 |
Deposited By: | Widya Wahid |
Deposited On: | 07 Apr 2024 03:53 |
Last Modified: | 07 Apr 2024 03:53 |
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