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Digital Twin Framework for Time to Failure Forecasting of Wind Turbine Gearbox: A Concept
[article]
2022
arXiv
pre-print
Wind turbine is a complex machine with its rotating and non-rotating equipment being sensitive to faults. Due to increased wear and tear, the maintenance aspect of a wind turbine is of critical importance. Unexpected failure of wind turbine components can lead to increased O\&M costs which ultimately reduces effective power capture of a wind farm. Fault detection in wind turbines is often supplemented with SCADA data available from wind farm operators in the form of time-series format with a
arXiv:2205.03513v1
fatcat:b2gewgzvzzcs3dowbnf2kiowje