/Wind_turbine_failure_prediction

Machine learning applied to wind turbines incipient fault detection. This is a project part of my Master's degree.

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The framework for wind turbine failure prediction

Machine learning applied to wind turbines incipient fault detection. This is a project part of my Master's degree.

There are a few publications that concerns this project. Some are published and some are in still in revision. I'll post them out here as soon as they are released.

Publications

The main publications about my dissertations is available at the paper entitle as A reliable approach for detection of incipient faults of short-circuits in induction generators using machine learning☆ .

If you desire to use our dataset or replicate our methodology, I would appreacite if you could cite the paper. The bibtex is:

@article{
  rebouccas2018reliable,
  title={A reliable approach for detection of incipient faults of short-circuits in induction generators using machine learning},
  author={Rebou{\c{c}}as Filho, Pedro Pedrosa and Nascimento, Navar MM and Sousa, Igor R and Medeiros, Cl{\'a}udio MS and de Albuquerque, Victor Hugo C},
  journal={Computers \& Electrical Engineering},
  volume={71},
  pages={440--451},
  year={2018},
  publisher={Elsevier}
}