A review on empirical mode decomposition in fault diagnosis of rotating machinery
Rotating machinery covers a broad range of mechanical equipment and plays a significant
role in industrial applications. It generally operates under tough working environment and is …
role in industrial applications. It generally operates under tough working environment and is …
A survey on Hilbert-Huang transform: Evolution, challenges and solutions
UB de Souza, JPL Escola, L da Cunha Brito - Digital Signal Processing, 2022 - Elsevier
Signal processing methods are essential in scientific research, and time-frequency analysis
techniques such as Fourier Transform constitute an important progress in data analysis, but …
techniques such as Fourier Transform constitute an important progress in data analysis, but …
Fourier–Bessel series expansion based empirical wavelet transform for analysis of non-stationary signals
In this paper, a new method has been presented for the time–frequency (TF) representation
of non-stationary signals. The existing empirical wavelet transform (EWT) has been …
of non-stationary signals. The existing empirical wavelet transform (EWT) has been …
An improvement EMD method based on the optimized rational Hermite interpolation approach and its application to gear fault diagnosis
Y Li, M Xu, Y Wei, W Huang - Measurement, 2015 - Elsevier
A demodulation technique based on improvement empirical mode decomposition (EMD) is
investigated in this paper. Firstly, the problem of the envelope line in EMD is introduced and …
investigated in this paper. Firstly, the problem of the envelope line in EMD is introduced and …
Application of computed order tracking, Vold–Kalman filtering and EMD in rotating machine vibration
KS Wang, PS Heyns - Mechanical Systems and Signal Processing, 2011 - Elsevier
This paper presents a study on rotating machine vibration signals by using computed order
tracking, Vold–Kalman filtering and intrinsic mode functions from the empirical mode …
tracking, Vold–Kalman filtering and intrinsic mode functions from the empirical mode …
A mechanical fault detection strategy based on the doubly iterative empirical mode decomposition
Empirical mode decomposition (EMD) has been widely used in the fault detection of rotating
machineries. However, the deviation of the local extrema can decline the decomposition …
machineries. However, the deviation of the local extrema can decline the decomposition …
VMD-based ensembled SMOTEBoost for imbalanced multi-class rotor mass imbalance fault detection and diagnosis under industrial noise
Purpose The purpose of this study is to investigate rotor imbalance fault diagnosis for multi-
class imbalanced noisy data in rotor-bearing systems. The goal is to develop a systematic …
class imbalanced noisy data in rotor-bearing systems. The goal is to develop a systematic …
Denoising for satellite laser altimetry full-waveform data based on EMD-Hurst analysis
Full-waveform decomposition is crucial for obtaining accurate satellite-ground distance, the
accuracy of which is severely affected by noises. However, the traditional filters all depend …
accuracy of which is severely affected by noises. However, the traditional filters all depend …
The empirical optimal envelope and its application to local mean decomposition
L Jia, Q Zhang, X Zheng, P Yao, X He, X Wei - Digital Signal Processing, 2019 - Elsevier
Envelopes, which represent the overall information of the signal amplitude variation, are the
necessary mediums in many signal decomposition methods. The phenomena of undershoot …
necessary mediums in many signal decomposition methods. The phenomena of undershoot …
An empirical re-sampling method on intrinsic mode function to deal with speed variation in machine fault diagnostics
KS Wang, PS Heyns - Applied Soft Computing, 2011 - Elsevier
To implement traditional order tracking in practice requires rotational speed information.
However, it may be difficult in some cases to mount an appropriate monitoring device to …
However, it may be difficult in some cases to mount an appropriate monitoring device to …