Applications of stochastic resonance to machinery fault detection: A review and tutorial
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 …
fault detection, signal processing methods are extensively applied to extract fault …
Effects of multiscale noise tuning on stochastic resonance for weak signal detection
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 …
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 …
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 …
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 …
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 …
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
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 …
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
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 …
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 …
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 …
noise and the coupling between additive and multiplicative noises are coloured with …