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Updated: Jan 22, 2026

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Measurements of Waves in a Wind-wave Tank Under Steady and Time-varying Wind Forcing
Published on: February 13, 2018
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Digital Controller Design via LMIs for Direct-Driven Surface Mounted PMSG-Based Wind Energy Conversion System.
IEEE Transactions on Cybernetics
|July 12, 2019
Summary
This study introduces an efficient sampled-data controller for stabilizing wind energy systems. The novel hybrid approach ensures system stability using Lyapunov theory and linear matrix inequalities.
Area of Science:
- Control Systems Engineering
- Renewable Energy Systems
- Electrical Engineering
Background:
- Surface-mounted permanent magnet synchronous generators (PMSGs) are crucial for wind energy conversion systems (WECS).
- Stabilization of WECS is essential for reliable power generation.
- Existing controllers often use either continuous or discrete signals, limiting performance.
Purpose of the Study:
- To design an efficient sampled-data controller for stabilizing PMSG-based WECS.
- To develop a controller integrating both continuous (plant) and discrete (control) signals.
- To analyze the dynamical characteristics and ensure the stability of the closed-loop system.
Main Methods:
- Modeling the nonlinear PMSG system using the Takagi-Sugeno (T-S) fuzzy approach.
- Applying Lyapunov stability theory to guarantee system stability.
- Deriving sufficient stability conditions using solvable linear matrix inequalities (LMIs).
Main Results:
- A novel sampled-data controller integrating continuous and discrete signals was designed.
- The T-S fuzzy model effectively represented the PMSG dynamics.
- LMIs provided sufficient conditions for stability and stabilization, validated by numerical evaluations.
Conclusions:
- The proposed sampled-data controller scheme effectively stabilizes PMSG-based WECS.
- The hybrid continuous-discrete signal approach offers superior performance.
- The Lyapunov stability theory and LMIs provide a robust framework for WECS stabilization.
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