Predictive Optimization of Wind Power: In-Depth Comparison of Decision Tree, Random Forest, and LightGBM Models for Maximum Accuracy

Jean Marc Fabien Sitraka RANDRIANIRINA; Noelinihaja Solofoniaina Lovasoa Feno Fanantenana RAKOTOMALALA; Bernard Andriamparany ANDRIAMAHITASOA; Zely Arivelo RANDRIAMANANTANY

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About The Authors

Jean Marc Fabien Sitraka RANDRIANIRINA
http://orcid.org/0009-0009-5200-3151

Doctor in Energy Physics University of Antananrivo LTTC (Laboratoire de thermodynamique, Thermique et Combustion) University of Antananrivo

I am a Doctor of Energy Physics from the University of Antananarivo.My research focuses on power prediction using machine learning. I have experience in MATLAB, Python, and optimization methods applied to electrical and communication.

Noelinihaja Solofoniaina Lovasoa Feno Fanantenana RAKOTOMALALA
Laboratoire de Thermodynamique, Thermique et Combustion (LTTC), Université d’Antananarivo, MADAGASCAR

Bernard Andriamparany ANDRIAMAHITASOA
Laboratoire de Thermodynamique, Thermique et Combustion (LTTC), Université d’Antananarivo, MADAGASCAR

Zely Arivelo RANDRIAMANANTANY
Laboratoire de Thermodynamique, Thermique et Combustion (LTTC), Université d’Antananarivo, MADAGASCAR