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Event-Based Adaptive Consensus Control of Multiple Flexible Manipulator Systems With Input-Output Constraints
Summary
This study introduces advanced control for networked flexible manipulators, enhancing vibration suppression and consensus. It utilizes neural networks and an integral barrier Lyapunov function to manage uncertainties and constraints effectively.
Area of Science:
- Robotics and Control Systems
- Networked Systems Engineering
- Applied Mathematics
Background:
- Flexible manipulators present challenges in vibration suppression and achieving consensus in networked environments.
- System uncertainties, backlash, input quantization, and time-varying disturbances complicate control design.
- Existing barrier Lyapunov function methods can impose conservative constraints on system states.
Purpose of the Study:
- To develop a robust control strategy for vibration suppression and bipartite consensus in networked flexible manipulators.
- To address input-output constraints and system uncertainties using advanced control techniques.
- To relax state constraint conservatism compared to traditional methods.
Main Methods:
- Utilizing neural networks (NNs) to approximate system uncertainties.
- Employing an integral barrier Lyapunov function (IBLF) for time-varying state constraints.
- Implementing a hysteresis quantizer and adaptive techniques for disturbance estimation and handling.
- Designing an event-triggered mechanism with a relative threshold strategy for controller updates.
Main Results:
- Successfully achieved vibration suppression and bipartite consensus for networked flexible manipulators.
- Demonstrated effective handling of system uncertainties and disturbances.
- The IBLF approach relaxed conservative state constraints.
- The event-triggered mechanism reduced controller update frequency, saving network resources.
Conclusions:
- The proposed control strategy effectively addresses vibration suppression and bipartite consensus under input-output constraints.
- The integration of NNs, IBLF, and an event-triggered mechanism offers a robust and efficient solution.
- This work advances control methodologies for complex networked robotic systems.
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