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WindTurbineClassification
=========================

Specification of 'normal' wind turbine operating behaviour for rapid anomaly detection: through the use of machine learning algorithms

- GitHub: https://github.com/nmstreethran/WindTurbineClassification
- Docs: https://nmstreethran.github.io/WindTurbineClassification
- Report: `Online <https://nmstreethran.github.io/WindTurbineClassification/report.html>`_, `PDF <https://raw.githubusercontent.com/nmstreethran/WindTurbineClassification/current/docs/nms_dissertation.pdf>`_
- DOI: `10.5281/zenodo.2875795 <https://doi.org/10.5281/zenodo.2875795>`_

This work is derived from `Nithiya Streethran <https://github.com/nmstreethran>`_'s dissertation for the degree of Master of Science (MSc) in Renewable Energy Engineering at Heriot-Watt University, which was completed during a technical placement at Natural Power between May and August 2017.

.. important::
   Unfortunately, the datasets are proprietary industry data and I do not own the rights to distribute them to the public. Please do not contact me to request the datasets.

Contents
--------

.. toctree::
   :maxdepth: 2

   report
   notebooks

Indices and tables
------------------

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`