Application of multi-fractal method in fault diagnosis of large-scale wind turbines main bearing
LIU Huan
WANG Jian
GAO Shu-zhi
GUO Shuo
ZHANG Lin-lin
Abstract:It is difficult to extract the characteristics of fault signals of large-scale wind turbine main bearing because it is complex with strong non-linearity, strong coupling and time-varying.Multi-fractal theory is put for-ward to detect and recognize the different faults of the main bearing .And the method is intuitive and sensitive to diverse faults of large-scale wind turbine main bearing .The results of experiments on the main bearings of 1.5 MW wind turbines are reported to demonstrate the method is quick and effective .
Keywords:multi-fractalwind turbinefault diagnosismain bearing
Publication Date:2015-01-01
Online Publishing Date:2025-08-15(First online date of this platform, not the publication date of the document)
Pages:4( 1-4 )
Heavy Machinery

Heavy Machinery

ISTIC
ISSN:1001-196X
Year, Vol.(Issue):2015,(3)