WindTurbineClassification

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

• GitHub: nmstreethran/WindTurbineClassification

• Docs: https://nmstreethran.github.io/WindTurbineClassification

• Report: Online, PDF

• DOI: 10.5281/zenodo.2875795

This work is derived from Nithiya Streethran’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

• Report
  • Abstract
  • Introduction
  • Methodology
  • Results
  • Discussion
  • Conclusion
  • Acknowledgements
  • Appendix
  • References
• Notebooks
  • Contents

Indices and tables

• Index

• Module Index

• Search Page