Periodicity-assist double delay-controlled stochastic resonance for the fault detection of bearings

H Xu, S Zhou - Measurement, 2024 - Elsevier
This paper analyses the stochastic resonance of a double delay-controlled nonlinear system
based on the high-order-degradation potential function. It provides a theoretical derivation of …

Stochastic resonance with parameter estimation for enhancing unknown compound fault detection of bearings

M Xu, C Zheng, K Sun, L Xu, Z Qiao, Z Lai - Sensors, 2023 - mdpi.com
Although stochastic resonance (SR) has been widely used to enhance weak fault signatures
in machinery and has obtained remarkable achievements in engineering application, the …

Fractional Order Derivative and Time‐Delay Feedback Enabled Stochastic Resonance for Bearing Fault Diagnosis

Y Mei, L Chen, W Xu, C Liu, Z Qiao, Z Lai - Shock and Vibration, 2023 - Wiley Online Library
The benefits of noise can be found in nonlinear systems where a type of resonances can
inject the noise into systems to enhance weak signals of interest, including stochastic …

Quantitative evaluation on the performance and feature enhancement of stochastic resonance for bearing fault diagnosis

G Li, J Li, S Wang, X Chen - Mechanical Systems and Signal Processing, 2016 - Elsevier
Stochastic resonance (SR) has been widely applied in the field of weak signal detection by
virtue of its characteristic of utilizing noise to amplify useful signal instead of eliminating …

Fault diagnosis of rolling bearing based on the three-dimensional coupled periodic potential-induced stochastic resonance

P Xia, M Lei, H Xu, L Gao - Measurement Science and …, 2024 - iopscience.iop.org
Conventional bistable and monostable stochastic resonance (SR) methods exhibit certain
limitations in their capacity to enhance and extract incipient characteristics. Firstly, the …

Nonstationary feature extraction based on stochastic resonance and its application in rolling bearing fault diagnosis under strong noise background

Z Wang, J Yang, Y Guo, T Gong, Z Shan - Review of Scientific …, 2023 - pubs.aip.org
When the load and speed of rotating machinery change, the vibration signal of rolling
bearing presents an obvious nonstationary characteristic. Stochastic resonance (SR) mainly …

Multi-frequency weak signal detection based on wavelet transform and parameter compensation band-pass multi-stable stochastic resonance

D Han, S An, P Shi - Mechanical Systems and Signal Processing, 2016 - Elsevier
In actual fault diagnosis, useful information is often submerged in heavy noise, and the
feature information is difficult to extract. A novel weak signal detection method aimed at the …

A multiscale noise tuning stochastic resonance for fault diagnosis in rolling element bearings

G Zhang, T Yi, T Zhang, L Cao - Chinese journal of physics, 2018 - Elsevier
Condition monitoring of rotating machinery is important to extend the mechanical system's
reliability and operational life. However, in many cases, useful information is often …

Application of continuous potential function stochastic resonance in early fault diagnosis of rolling bearings

X Ren, J Kang, Z Li, J Wang - Measurement and Control, 2020 - journals.sagepub.com
The early fault signal of rolling bearings is very weak, and when analyzed under strong
background noise, the traditional signal processing method is not ideal. To extract fault …

Novel adaptive search method for bearing fault frequency using stochastic resonance quantified by amplitude-domain index

D Huang, J Yang, D Zhou… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Rotating machinery devices are prone to failure due to severe working conditions, whose
failures will further induce other mechanical faults. Therefore, the fault diagnosis of rotating …