Complex third-order cumulant has different definition forms. Different forms have different coupling properties, and the generated complex cumulants slices contain different coupling information of signals. In experiments, using the different definitions, the same coupling method is applied to both specific fault signals and normal signals. Furthermore, complex third-order cumulant slices spectrum is defined, and it is used to analyse the coupling features of normal signals and fault signals. Experiments indicate that the detection accuracy rate on the same fault is not the same with the different coupling method, thus, it provides an alternative method to diagnose the specific fault.
References
[1]
Kocur, D. and Stanko, R. (2000) Order Bispectrum: A New Tool for Reciprocated Machine Condition Monitoring. Mechanical Systems and Signal Processing, 14, 87l-890. https://doi.org/10.1006/mssp.2000.1307
[2]
Cao, J.M., Shao, R.P. and Hu, W.T. (2011) Research on Damage Detection of Gear Combining HOC and EMD. Journal of Instrumentation, 32, 729-735.
[3]
Shao, R.P. and Huang, X.N. (2008) Fault Detection and Diagnosis of Gear System Based on High Order Cumulant. Journal of Mechanical Engineering, 44, 161-168.
[4]
Cai, Q.Z. and Huang, Y.J. (2009) Study on Autoregressive Trispectral Section. Journal of Instrumentation, 30, No. 2.
[5]
Hinich, M.J. (1994) Higher-Order Cumulants and Cumulants Spectra. Circuits Systems and Signal Processing, 13, 391-420. https://doi.org/10.1007/BF01183737