Pitch Angle Control Design of Wind Turbine Using Fuzzy-Art Network
Keywords:
Wind turbine, Pitch angle control, Fuzzy-ART networksAbstract
Wind energy is by far the fastest-growing renewable energy resource. The power extracted from the wind can be optimized or restricted by adjusting the blades pitch angles of the wind turbine. The wind turbine model is highly nonlinear; therefore, an intelligent controller should be designed to adjust the pitch angles of the blades. In this paper, the fuzzy- ART (ART for Adaptive Resonance Theory) network has been used to control the angle between the incoming wind direction and the chord line of the blade. Simulation results show that the proposed controller is very effective to adjust the pitch angles.
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This work is licensed under a Creative Commons Attribution 4.0 International License.