Rotating machinery fault-induced vibration signal modulation effects: A review with mechanisms, extraction methods and applications for diagnosis

P Zhou, S Chen, Q He, D Wang, Z Peng - Mechanical Systems and Signal …, 2023 - Elsevier
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 …

Time-frequency reassignment and synchrosqueezing: An overview

F Auger, P Flandrin, YT Lin… - IEEE Signal …, 2013 - ieeexplore.ieee.org
This article provides a general overview of time-frequency (TF) reassignment and
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 …

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 …

High-order synchrosqueezing transform for multicomponent signals analysis—With an application to gravitational-wave signal

DH Pham, S Meignen - IEEE Transactions on Signal …, 2017 - ieeexplore.ieee.org
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 …

Time-reassigned synchrosqueezing transform: The algorithm and its applications in mechanical signal processing

D He, H Cao, S Wang, X Chen - Mechanical Systems and Signal …, 2019 - Elsevier
Synchrosqueezing transform (SST) is an effective post-processing time-frequency analysis
(TFA) method in mechanical signal processing. It improves the concentration of the time …

Time-reassigned multisynchrosqueezing transform for bearing fault diagnosis of rotating machinery

G Yu, T Lin, Z Wang, Y Li - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
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 …

Deep convolutional neural network based planet bearing fault classification

D Zhao, T Wang, F Chu - Computers in Industry, 2019 - Elsevier
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 …

The Fourier-based synchrosqueezing transform

T Oberlin, S Meignen, V Perrier - 2014 IEEE international …, 2014 - ieeexplore.ieee.org
The short-time Fourier transform (STFT) and the continuous wavelet transform (CWT) are
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

G Thakur, E Brevdo, NS Fučkar, HT Wu - Signal processing, 2013 - Elsevier
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 …