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

Mechanical systems and signal processing, 2019-05, Vol.122, p.502-536

2019

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Integrating Feature Engineering with Deep Learning to Conduct Diagnostic and Predictive Analytics for Turbofan Engines

Mathematical problems in engineering, 2022-09, Vol.2022, p.1-14

2022

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A second-order stochastic resonance method enhanced by fractional-order derivative for mechanical fault detection

Nonlinear dynamics, 2021-09, Vol.106 (1), p.707-723

2021

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Stochastic resonance induced weak signal enhancement over controllable potential-well asymmetry

Chaos, solitons and fractals, 2021-05, Vol.146, p.110845, Article 110845

2021

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Stochastic Resonance with Parameter Estimation for Enhancing Unknown Compound Fault Detection of Bearings

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.3860

2023

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Coupled neurons with multi-objective optimization benefit incipient fault identification of machinery

Chaos, solitons and fractals, 2021-04, Vol.145, p.110813, Article 110813

2021

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High-Performance Adaptive Weak Fault Diagnosis Based on the Global Parameter Optimization Model of a Cascaded Stochastic Resonance System

Sensors (Basel, Switzerland), 2023-04, Vol.23 (9), p.4429

2023

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Research on a Bearing Fault Enhancement Diagnosis Method with Convolutional Neural Network Based on Adaptive Stochastic Resonance

Sensors (Basel, Switzerland), 2022-11, Vol.22 (22), p.8730

2022

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Array-enhanced logical stochastic resonance subject to colored noise

Chinese journal of physics (Taipei), 2017-04, Vol.55 (2), p.252-259

2017

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

Shock and vibration, 2023-10, Vol.2023, p.1-12

2023

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SVD principle analysis and fault diagnosis for bearings based on the correlation coefficient

Measurement science & technology, 2015-08, Vol.26 (8), p.85014-15

2015

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On high-performance rotational energy harvesting with a novel cam-like dielectric elastomer generator

Science China. Technological sciences, 2023-05, Vol.66 (5), p.1317-1334

2023

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An adaptive unsaturated bistable stochastic resonance method and its application in mechanical fault diagnosis

Mechanical systems and signal processing, 2017-02, Vol.84, p.731-746

2017

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An underdamped stochastic resonance method with stable-state matching for incipient fault diagnosis of rolling element bearings

Mechanical systems and signal processing, 2017-09, Vol.94, p.148-164

2017

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Repetitive transient extraction for machinery fault diagnosis using multiscale fractional order entropy infogram

Mechanical systems and signal processing, 2018-03, Vol.103, p.312-326

2018

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Noise-boosted weak signal detection in fractional nonlinear systems enhanced by increasing potential-well width and its application to mechanical fault diagnosis

Chaos, solitons and fractals, 2023-10, Vol.175, p.113960, Article 113960

2023

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The effect of chemical disorder on magnetic properties of FeNi and Fe2Ni2N alloys

Journal of magnetism and magnetic materials, 2023-02, Vol.568, p.170362, Article 170362

2023

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Chaotic resonance in a fractional-order oscillator system with application to mechanical fault diagnosis

Chaos, solitons and fractals, 2021-01, Vol.142, p.110536, Article 110536

2021

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Coupled Hybrid Stochastic Resonance With Multiobjective Optimization for Machinery Dynamic Signature and Fault Diagnosis

IEEE sensors journal, 2023-06, Vol.23 (11), p.11825-11837

2023

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Cyclogram: an effective method for selecting frequency bands for fault diagnosis of rolling element bearings

Measurement science & technology, 2023-09, Vol.34 (9), p.94003

2023

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A new gear mesh stiffness model for tooth broken gears based on the concept of large tooth gap assumption

Engineering failure analysis, 2024-11, Vol.165, p.108744, Article 108744

2024

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Double stochastic resonance induced by varying potential-well depth and width

Journal of the Franklin Institute, 2021-02, Vol.358 (3), p.2194-2211

2021

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Stochastic Resonance Induced by Asymmetric Potentials Enhanced Mechanical Repetitive Transient Extraction

Ji xie gong cheng xue bao, 2021, Vol.57 (23), p.160

2021

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Coupled Hybrid Stochastic Resonance with Multi-objective Optimization for Machinery Dynamic Signature and Fault Diagnosis

IEEE sensors journal, 2023-04, p.1-1

2023

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Bearing fault diagnosis by sparse frequency spiral spectrum driven NAF-LDM under strong noise and small samples

Measurement science & technology, 2025-01, Vol.36 (1), p.16124

2025

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

Integrating Feature Engineering with Deep Learning to Conduct Diagnostic and Predictive Analytics for Turbofan Engines

A second-order stochastic resonance method enhanced by fractional-order derivative for mechanical fault detection

Stochastic resonance induced weak signal enhancement over controllable potential-well asymmetry

Stochastic Resonance with Parameter Estimation for Enhancing Unknown Compound Fault Detection of Bearings

Coupled neurons with multi-objective optimization benefit incipient fault identification of machinery

High-Performance Adaptive Weak Fault Diagnosis Based on the Global Parameter Optimization Model of a Cascaded Stochastic Resonance System

Research on a Bearing Fault Enhancement Diagnosis Method with Convolutional Neural Network Based on Adaptive Stochastic Resonance

Array-enhanced logical stochastic resonance subject to colored noise

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

SVD principle analysis and fault diagnosis for bearings based on the correlation coefficient

On high-performance rotational energy harvesting with a novel cam-like dielectric elastomer generator

An adaptive unsaturated bistable stochastic resonance method and its application in mechanical fault diagnosis

An underdamped stochastic resonance method with stable-state matching for incipient fault diagnosis of rolling element bearings

Repetitive transient extraction for machinery fault diagnosis using multiscale fractional order entropy infogram

Noise-boosted weak signal detection in fractional nonlinear systems enhanced by increasing potential-well width and its application to mechanical fault diagnosis

The effect of chemical disorder on magnetic properties of FeNi and Fe2Ni2N alloys

Chaotic resonance in a fractional-order oscillator system with application to mechanical fault diagnosis

Coupled Hybrid Stochastic Resonance With Multiobjective Optimization for Machinery Dynamic Signature and Fault Diagnosis

Cyclogram: an effective method for selecting frequency bands for fault diagnosis of rolling element bearings

A new gear mesh stiffness model for tooth broken gears based on the concept of large tooth gap assumption

Double stochastic resonance induced by varying potential-well depth and width

Stochastic Resonance Induced by Asymmetric Potentials Enhanced Mechanical Repetitive Transient Extraction

Coupled Hybrid Stochastic Resonance with Multi-objective Optimization for Machinery Dynamic Signature and Fault Diagnosis

Bearing fault diagnosis by sparse frequency spiral spectrum driven NAF-LDM under strong noise and small samples

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