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Distributed flow sensing for closed-loop speed control of a flexible fish robot.
Feitian Zhang1, Francis D Lagor, Derrick Yeo
1Department of Aerospace Engineering and Institute for Systems Research, University of Maryland, College Park, MD 20742, USA.
This study introduces a flexible fish robot with pressure sensors for effective flow sensing and speed control. The robot uses advanced algorithms to estimate flow conditions and adjust flapping for precise maneuverability.
Area of Science:
- Robotics
- Fluid Dynamics
- Biomimetics
Background:
- Fish flexibility is crucial for maneuverability in predator avoidance and turbulent flows.
- Robotic systems can benefit from biomimetic designs for enhanced aquatic locomotion.
Purpose of the Study:
- To develop a flexible fish robot with integrated pressure sensors for flow sensing.
- To implement a closed-loop speed control strategy for the robot based on estimated flow conditions.
Main Methods:
- A flexible fish robot body was constructed from soft, hyperelastic material with a Joukowski-foil shape.
- Quasi-steady potential-flow and discrete-time vortex-shedding models were used for flow estimation and simulation.
- A recursive Bayesian filter assimilated pressure measurements to estimate flow parameters.
- A closed-loop speed-control strategy combined feedforward and proportional-integral feedback controllers.
Main Results:
- The study demonstrated the effectiveness of the distributed pressure sensing system for flow estimation.
- The closed-loop control strategy successfully regulated the robot's speed by adjusting flapping amplitude.
- Both simulation and experimental results validated the proposed estimation and control approach.
Conclusions:
- A systematic approach for distributed flow sensing and closed-loop speed control in flexible robots was established.
- The flexible fish robot design enables effective maneuverability and adaptive swimming in fluid environments.
- This research advances biomimetic robotics and intelligent control systems for underwater applications.
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