IEEE - Institute of Electrical and Electronics Engineers, Inc. - Wind Turbine Fault Diagnosis and Predictive Maintenance through Statistical Process Control and Machine Learning

Author(s): Jyh-Yih Hsu ; Yi-Fu Wang ; Kuan-Cheng Lin ; Mu-Yen Chen ; Jenneille Hwai-Yuan Hsu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2020.2968615
Regular:

This study applies statistical process control and machine learning techniques to diagnose wind turbine faults and predict maintenance needs by analyzing 2.8 million sensor data collected from 31... View More

Advertisement