SCADA Data Modeling for Wind Turbine Gearbox Failure Detection using Machine Learning and Big Data Technologies

Shawn Sheng, Caleb Phillips, Lindy Williams, Rafael Orozco

Research output: NRELPresentation

Abstract

This presentation was given at the AIRES Workshop on January 23, 2020.
Original languageAmerican English
Number of pages19
StatePublished - 2020

Publication series

NamePresented at the ARIES Workshop, 22-24 January 2020, Oak Ridge, Tennessee

NREL Publication Number

  • NREL/PR-5000-76056

Keywords

  • failure detection
  • gearbox
  • machine learning
  • reliability
  • SCADA
  • wind energy

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