Output-Based Decentralized Adaptive Event-Triggered Control of Interconnected Systems With Sensor/Actuator Failures.
IEEE Transactions on Cybernetics
|March 3, 2025
Summary
This study introduces a novel event-triggered control method for nonlinear systems with faults. The approach overcomes challenges in backstepping control design, ensuring system stability and reliability.
Area of Science:
- Control Systems Engineering
- Nonlinear System Analysis
- Fault-Tolerant Control
Background:
- Nonlinear interconnected systems are susceptible to sensor and actuator faults, compromising operational integrity.
- Existing control methods face challenges with event-triggered mechanisms due to signal discontinuities in backstepping designs.
- Faults in sensors and actuators necessitate robust control strategies for reliable system operation.
Purpose of the Study:
- To develop a double-channel event-triggered control method for nonlinear interconnected systems.
- To address the challenge of nondifferentiable virtual control signals in backstepping control design under fault conditions.
- To enhance the robustness and efficiency of control systems facing sensor and actuator failures.
Main Methods:
- Utilized a double-channel (sensor-to-controller and controller-to-actuator) event-triggered control framework.
- Employed the backstepping technique to design the control strategy.
- Introduced a dynamic filtering technique to manage nondifferentiable virtual control signals.
- Established variable relationships for scenarios with and without event triggering.
Main Results:
- Successfully solved the issue of nondifferentiable virtual control signals in backstepping design.
- The proposed event-triggered mechanism avoids pre-computation of virtual control signals at the sensor side.
- Demonstrated the effectiveness and advantages of the decentralized event-triggered control approach via a numerical case study.
Conclusions:
- The proposed method offers a robust solution for controlling nonlinear interconnected systems with sensor and actuator faults.
- The dynamic filtering and novel event-triggering strategy effectively handle signal discontinuities.
- The approach enhances system reliability and performance in the presence of faults.
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