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Hybrid ANN-BELBIC Control for DFIG Systems by Bawoke Simachew is a document available to read on EtoBox.

This paper introduces a hybrid controller for Doubly Fed Induction Generator (DFIG) wind energy systems, combining an Artificial Neural Network (ANN) with a Brain Emotional Learning-Based Intelligent Controller (BELBIC) to enhance control performance. The proposed method demonstrates improved power output regulation and grid stability under varying conditions, outperforming traditional PI controllers. The study highlights the potential of machine learning techniques in optimizing renewable energy systems fo

Author

Bawoke Simachew

Language

EN