Applications of stochastic resonance to machinery fault detection: A review and tutorial

Z Qiao, Y Lei, N Li - Mechanical Systems and Signal Processing, 2019 - Elsevier
Fault detection is a key tool to ensure the safety and reliability of machinery. In machinery
fault detection, signal processing methods are extensively applied to extract fault …

Effects of multiscale noise tuning on stochastic resonance for weak signal detection

Q He, J Wang - Digital Signal Processing, 2012 - Elsevier
Noise enhanced signal detection via stochastic resonance (SR) is generally realized by
white noise tuning with an optimal noise intensity. This paper explores a new mechanism of …

Signal transmission and energy consumption in excitatory–inhibitory cortical neuronal network

X Li, D Yu, T Li, Y Jia - Nonlinear Dynamics, 2024 - Springer
Stochastic resonance and energy consumption are significant for information processing
and transmission in the neural system. In this paper, we constructed an excitatory–inhibitory …

Signal feature extraction based on cascaded multi-stable stochastic resonance denoising and EMD method

P Shi, S An, P Li, D Han - Measurement, 2016 - Elsevier
On the basis of cascaded multi-stable stochastic resonance system (CMSRS) theoretical
studies, for the empirical mode decomposition (EMD) in heavy noisy mixtures, a method of …

Study on multi-frequency weak signal detection method based on stochastic resonance tuning by multi-scale noise

P Shi, X Ding, D Han - Measurement, 2014 - Elsevier
In practical engineering applications, useful information is often submerged in strong noise
and the feature information is difficult to be extracted. Aimed at the detection problem of multi …

Time delay feedbacks enhanced bifurcation in the birhythmic fractional self-sustained system subjected to correlated noise

RM Yonkeu, R Yamapi, G Filatrella - International Journal of Non-Linear …, 2023 - Elsevier
The response of the birhythmic fractional Van der Pol (VdP) self-sustained oscillator driven
both by time delay feedbacks and correlated noise is considered. We mainly focus on the …

An improved multiscale noise tuning of stochastic resonance for identifying multiple transient faults in rolling element bearings

J Wang, Q He, F Kong - Journal of Sound and Vibration, 2014 - Elsevier
Stochastic resonance (SR), a noise-assisted tool, has been proved to be very powerful in
weak signal detection. The multiscale noise tuning SR (MSTSR), which breaks the restriction …

Lévy stable noise-induced transitions: stochastic resonance, resonant activation and dynamic hysteresis

B Dybiec, E Gudowska-Nowak - Journal of Statistical Mechanics …, 2009 - iopscience.iop.org
A standard approach to analysis of noise-induced effects in stochastic dynamics assumes a
Gaussian character of the noise term describing interaction of the analyzed system with its …

Multi-frequency signal detection based on frequency exchange and re-scaling stochastic resonance and its application to weak fault diagnosis

J Liu, Y Leng, Z Lai, S Fan - Sensors, 2018 - mdpi.com
Mechanical fault diagnosis usually requires not only identification of the fault characteristic
frequency, but also detection of its second and/or higher harmonics. However, it is difficult to …

Mean first-passage time of a bistable kinetic model driven by two different kinds of coloured noises

Y **, W Xu - Chaos, Solitons & Fractals, 2005 - Elsevier
The transient properties of a bistable system are investigated when both the multiplicative
noise and the coupling between additive and multiplicative noises are coloured with …