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Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions

IEEE transaction on neural networks and learning systems, 2022-10, Vol.33 (10), p.5845-5858

2022

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A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-10

2021

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Health Indicator Construction Method of Bearings Based on Wasserstein Dual-Domain Adversarial Networks Under Normal Data Only

IEEE transactions on industrial electronics (1982), 2022-10, Vol.69 (10), p.10615-10624

2022

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Switching State-Space Degradation Model With Recursive Filter/Smoother for Prognostics of Remaining Useful Life

IEEE transactions on industrial informatics, 2019-02, Vol.15 (2), p.822-832

2019

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PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain

IEEE transactions on industrial informatics, 2024-06, Vol.20 (6), p.8488-8498

2024

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Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification

IEEE transactions on industrial electronics (1982), 2022-07, Vol.69 (7), p.7394-7404

2022

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A Local Weighted Multi-Instance Multilabel Network for Fault Diagnosis of Rolling Bearings Using Encoder Signal

IEEE transactions on instrumentation and measurement, 2020-10, Vol.69 (10), p.8580-8589

2020

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A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-15

2022

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Application of the EEMD method to rotor fault diagnosis of rotating machinery

Mechanical systems and signal processing, 2009-05, Vol.23 (4), p.1327-1338

2009

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Application of an improved kurtogram method for fault diagnosis of rolling element bearings

Mechanical systems and signal processing, 2011-07, Vol.25 (5), p.1738-1749

2011

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A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem

IEEE transactions on industrial informatics, 2016-06, Vol.12 (3), p.924-932

2016

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Discriminative Sparse Autoencoder for Gearbox Fault Diagnosis Toward Complex Vibration Signals

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-11

2022

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Sparse Autoencoder-based Multi-head Deep Neural Networks for Machinery Fault Diagnostics with Detection of Novelties

Chinese journal of mechanical engineering, 2021-12, Vol.34 (1), p.1-12, Article 54

English ed., 2021

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Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault Diagnosis

IEEE transactions on industrial informatics, 2023-04, Vol.19 (4), p.5915-5924

2023

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Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform

Mechanical systems and signal processing, 2010, Vol.24 (1), p.119-137

2010

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A Fractional Exponential Power Bistable Stochastic Resonance Method for Rolling Bearing Weak Features Extraction

IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-14

2024

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Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble

Mechanical systems and signal processing, 2007-02, Vol.21 (2), p.688-705

2007

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A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-12

2021

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Intelligent Diagnosis of V-Type Marine Diesel Engines Based on Multifeatures Extracted From Instantaneous Crankshaft Speed

IEEE transactions on instrumentation and measurement, 2019-03, Vol.68 (3), p.722-740

2019

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A Heterogeneous Time-tracking Fusion and Application to Health Evaluation of Aerospace Engines

IEEE transactions on instrumentation and measurement, 2023-01, Vol.72, p.1-1

2023

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Minimum nonprobabilistic entropy deconvolution for fault diagnosis of rolling element bearings

Journal of physics. Conference series, 2024-05, Vol.2762 (1), p.12033

2024

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Effects of unbalance on the nonlinear dynamics of rotors with transverse cracks

Nonlinear dynamics, 2018-03, Vol.91 (4), p.2755-2772

2018

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A Bilateral Second-Order Synchrosqueezing Transform and Application to Vibration Monitoring of Aerospace Engine

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-15

2021

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New clustering algorithm-based fault diagnosis using compensation distance evaluation technique

Mechanical systems and signal processing, 2008-02, Vol.22 (2), p.419-435

2008

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Fault diagnosis of rotating machinery based on multiple ANFIS combination with GAs

Mechanical systems and signal processing, 2007-07, Vol.21 (5), p.2280-2294

2007

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Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions

A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation

Health Indicator Construction Method of Bearings Based on Wasserstein Dual-Domain Adversarial Networks Under Normal Data Only

Switching State-Space Degradation Model With Recursive Filter/Smoother for Prognostics of Remaining Useful Life

PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain

Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification

A Local Weighted Multi-Instance Multilabel Network for Fault Diagnosis of Rolling Bearings Using Encoder Signal

A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds

Application of the EEMD method to rotor fault diagnosis of rotating machinery

Application of an improved kurtogram method for fault diagnosis of rolling element bearings

A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem

Discriminative Sparse Autoencoder for Gearbox Fault Diagnosis Toward Complex Vibration Signals

Sparse Autoencoder-based Multi-head Deep Neural Networks for Machinery Fault Diagnostics with Detection of Novelties

Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault Diagnosis

Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform

A Fractional Exponential Power Bistable Stochastic Resonance Method for Rolling Bearing Weak Features Extraction

Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble

A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains

Intelligent Diagnosis of V-Type Marine Diesel Engines Based on Multifeatures Extracted From Instantaneous Crankshaft Speed

A Heterogeneous Time-tracking Fusion and Application to Health Evaluation of Aerospace Engines

Minimum nonprobabilistic entropy deconvolution for fault diagnosis of rolling element bearings

Effects of unbalance on the nonlinear dynamics of rotors with transverse cracks

A Bilateral Second-Order Synchrosqueezing Transform and Application to Vibration Monitoring of Aerospace Engine

New clustering algorithm-based fault diagnosis using compensation distance evaluation technique

Fault diagnosis of rotating machinery based on multiple ANFIS combination with GAs

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