DFIG Doubly-Fed Induction Generator with ANN Control | MATLAB Simulink Simulation
https://www.youtube.com/watch?v=DOaKx0PJzlU
DFIG Doubly-Fed Induction Generator with ANN Control using MATLAB Simulink Simulation. This project demonstrates a wind energy conversion system with a DFIG-based wind turbine, artificial neural network controller, rotor-side converter, grid-side converter, DC-link voltage control, active power regulation, reactive power control, rotor speed response, electromagnetic torque response, and grid-connected wind power performance.
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The ANN controller is used to improve the dynamic performance of the DFIG system by reducing power oscillations, improving voltage stability, enhancing tracking response, and supporting better control under variable wind speed and grid operating conditions.
DFIG wind turbine modelling
Doubly-fed induction generator control
Artificial Neural Network controller
Rotor-side converter control
Grid-side converter control
Active and reactive power regulation
DC-link voltage stability
Wind speed variation response
Electromagnetic torque analysis
Grid-connected wind energy system
MATLAB Simulink wind power simulation
This simulation is useful for research in wind energy systems, renewable energy integration, smart grid control, DFIG-based wind turbines, ANN control, power electronics converters, electrical machines, and MATLAB/Simulink-based electrical engineering projects.
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