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Event-Triggered Almost Output Regulation for Switched T-S Fuzzy Systems.
This study introduces an event-triggered (ET) approach for switched T-S fuzzy systems, ensuring almost output regulation (ETAOR) while conserving resources. The method guarantees system stability and avoids Zeno behavior, validated by an aero-engine example.
Area of Science:
- Control Systems Engineering
- Fuzzy Logic Systems
- Nonlinear Control Theory
Background:
- Switched T-S fuzzy systems present challenges in achieving robust control.
- Resource conservation is critical in modern control applications, necessitating efficient communication strategies.
Purpose of the Study:
- To investigate the event-triggered (ET) almost output regulation (ETAOR) for switched T-S fuzzy (T-SF) systems.
- To develop an ET mechanism and controller that conserve communication resources.
- To ensure both output regulation (OR) and $L_{2}$ gain characteristics.
Main Methods:
- Design of an ET mechanism and an ET switched fuzzy feedback controller.
- Transformation of the ETAOR problem into an ET $H_{\infty}$ control problem.
- Utilization of the multiple Lyapunov functions approach for stability analysis.
- Exclusion of Zeno behavior in the ET control design.
Main Results:
- A solvability condition for the ETAOR issue in switched T-SF systems is established, applicable to both switched and nonswitched systems.
- The proposed ET control method effectively addresses the ETAOR problem.
- The developed approach conserves communication resources without compromising system performance.
Conclusions:
- The proposed event-triggered control strategy provides an effective solution for almost output regulation in switched T-S fuzzy systems.
- The method conserves communication resources and guarantees system stability, confirmed by a practical aero-engine case study.
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