Classification and Detection of Wind Turbine Pitch Faults Through SCADA Data Analysis

The development of wind turbine pitch faults leads to increased mechanical component degradation, severe reduction of asset performance, and a direct increase in annual maintenance costs for the operator. This paper presents a highly accurate data driven classification system for the diagnosis of wi...

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Bibliographic Details
Main Authors: Peter Matthews, Jamie L. Godwin
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2013-01-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:http://www.phmsociety.org/sites/phmsociety.org/files/phm_submission/2013/ijphm_13_016.pdf