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Rotating machinery fault-induced vibration signal modulation effects: A review with mechanisms, extraction methods and applications for diagnosis
Rotating machinery faults can induce characteristic modulation effects in a vibration signal,
and their diagnosis can thus be conducted by extracting fault-induced modulation features …
and their diagnosis can thus be conducted by extracting fault-induced modulation features …
Time-frequency reassignment and synchrosqueezing: An overview
This article provides a general overview of time-frequency (TF) reassignment and
synchrosqueezing techniques applied to multicomponent signals, covering the theoretical …
synchrosqueezing techniques applied to multicomponent signals, covering the theoretical …
Synchroextracting transform
G Yu, M Yu, C Xu - IEEE Transactions on Industrial Electronics, 2017 - ieeexplore.ieee.org
In this paper, we introduce a new time-frequency (TF) analysis (TFA) method to study the
trend and instantaneous frequency (IF) of nonlinear and nonstationary data. Our proposed …
trend and instantaneous frequency (IF) of nonlinear and nonstationary data. Our proposed …
Multisynchrosqueezing transform
G Yu, Z Wang, P Zhao - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
Time-frequency (TF) analysis (TFA) method is an important tool in industrial engineering
fields. However, restricted to Heisenberg uncertainty principle or unexpected cross terms …
fields. However, restricted to Heisenberg uncertainty principle or unexpected cross terms …
High-order synchrosqueezing transform for multicomponent signals analysis—With an application to gravitational-wave signal
This paper puts forward a generalization of the short-time Fourier-based synchrosqueezing
transform using a new local estimate of instantaneous frequency. Such a technique enables …
transform using a new local estimate of instantaneous frequency. Such a technique enables …
Time-reassigned synchrosqueezing transform: The algorithm and its applications in mechanical signal processing
Synchrosqueezing transform (SST) is an effective post-processing time-frequency analysis
(TFA) method in mechanical signal processing. It improves the concentration of the time …
(TFA) method in mechanical signal processing. It improves the concentration of the time …
Time-reassigned multisynchrosqueezing transform for bearing fault diagnosis of rotating machinery
The impulse features in a condition monitoring (CM) signal usually imply the occurrence of a
defect in a rotating machine. To accurately capture the impulse components in a CM signal …
defect in a rotating machine. To accurately capture the impulse components in a CM signal …
Deep convolutional neural network based planet bearing fault classification
Condition monitoring and fault diagnosis of the planet bearing is key to operational reliability
of the planetary gearbox, and also have remained challenging due to complex modulation …
of the planetary gearbox, and also have remained challenging due to complex modulation …
The Fourier-based synchrosqueezing transform
The short-time Fourier transform (STFT) and the continuous wavelet transform (CWT) are
extensively used to analyze and process multicomponent signals, ie superpositions of …
extensively used to analyze and process multicomponent signals, ie superpositions of …
The synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications
We analyze the stability properties of the Synchrosqueezing transform, a time-frequency
signal analysis method that can identify and extract oscillatory components with time-varying …
signal analysis method that can identify and extract oscillatory components with time-varying …