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...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Mdpi
2023
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/8933/1/J15890_f2a8e4459b3c3ebfae533ed5e877bce8.pdf http://eprints.uthm.edu.my/8933/ https://doi.org/10.3390/app13053170 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | 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. |
|---|