The DTC with ANN of a DFIG Driven by a WECS


Authors : S.Bouhafna; I.Toumi; S. Benaggoune; B. Maghni

Volume/Issue : Volume 5 - 2020, Issue 8 - August

Google Scholar : http://bitly.ws/9nMw

Scribd : https://bit.ly/325a40J

DOI : 10.38124/IJISRT20AUG075

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Abstract : This paper treats the modeling of a wind energy conversion system connected to the grid, which is composed of a horizontal axis wind turbine operating at variable wind speeds, a doubly- fed induction generator and two converters ( AC / DC and DC / AC) controlled by direct torque control (DTC) with application of neural networks. The results of simulations of the studied system are presented in the Matlab / Simulink environment.

Keywords : Wind Turbine; DFIG; (DTC); artificial neural networks (ANN).

This paper treats the modeling of a wind energy conversion system connected to the grid, which is composed of a horizontal axis wind turbine operating at variable wind speeds, a doubly- fed induction generator and two converters ( AC / DC and DC / AC) controlled by direct torque control (DTC) with application of neural networks. The results of simulations of the studied system are presented in the Matlab / Simulink environment.

Keywords : Wind Turbine; DFIG; (DTC); artificial neural networks (ANN).

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