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The Entropy Algorithm and Its Variants in the Fault Diagnosis of Rotating Machinery: A Review

https://doi.org/10.1109/access.2018.2873782

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Isolation and Identification of Compound Faults in Rotating Machinery via Adaptive Deep Filtering Technique

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Research of Bearing Fault Diagnosis Method Based on Multi-Layer Extreme Learning Machine Optimized by Novel Ant Lion Algorithm

inferred← citeshttps://doi.org/10.1109/access.2019.2937886openalex-snapshot

Primary-Auxiliary Statistical Local Kernel Principal Component Analysis and Its Application to Incipient Fault Detection of Nonlinear Industrial Processes

inferred← citeshttps://doi.org/10.1109/access.2019.2939546openalex-snapshot

Robust Fault Diagnosis of Rolling Bearings Using Multivariate Intrinsic Multiscale Entropy Analysis and Neural Network Under Varying Operating Conditions

inferred← citeshttps://doi.org/10.1109/access.2019.2943960openalex-snapshot

Aging State Detection of Viscoelastic Sandwich Structure Based on ELMD and Sensitive IA Spectrum Entropy

inferred← citeshttps://doi.org/10.1109/access.2019.2945369openalex-snapshot

Complex Singular Spectrum Decomposition and its Application to Rotating Machinery Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/access.2019.2945409openalex-snapshot

Application Research of a Novel Enhanced SSD Method in Composite Fault Diagnosis of Wind Power Gearbox

inferred← citeshttps://doi.org/10.1109/access.2020.2989460openalex-snapshot

Fault Diagnosis Based on Multi-Scale Redefined Dimensionless Indicators and Density Peak Clustering With Geodesic Distances

inferred← citeshttps://doi.org/10.1109/access.2020.3043743openalex-snapshot

Fault Diagnosis of Rotating Machinery: A Review and Bibliometric Analysis

inferred← citeshttps://doi.org/10.1109/access.2021.3056595openalex-snapshot

Bearing Fault Diagnosis Method Based on Ensemble Composite Multi-Scale Dispersion Entropy and Density Peaks Clustering

inferred← citeshttps://doi.org/10.1109/access.2021.3063743openalex-snapshot

Cross-Domain Intelligent Fault Diagnosis Method of Rotating Machinery Using Multi-Scale Transfer Fuzzy Entropy

inferred← citeshttps://doi.org/10.1109/access.2021.3070447openalex-snapshot

Coal-Gangue Interface Detection Based on Ensemble Empirical Mode Decomposition Energy Entropy

inferred← citeshttps://doi.org/10.1109/access.2021.3073708openalex-snapshot

An Improved Bearing Fault Diagnosis Scheme Based on Hierarchical Fuzzy Entropy and Alexnet Network

inferred← citeshttps://doi.org/10.1109/access.2021.3078823openalex-snapshot

A Fault Feature Extraction Method for Rolling Bearings Based on Refined Composite Multi-Scale Amplitude-Aware Permutation Entropy

inferred← citeshttps://doi.org/10.1109/access.2022.3180338openalex-snapshot

Fault Diagnosis of Rolling Bearings Using Dual-Tree Complex Wavelet Packet Transform and Time-Shifted Multiscale Range Entropy

inferred← citeshttps://doi.org/10.1109/access.2022.3181360openalex-snapshot

Fault Detection in Industrial Systems Using Maximized Divergence Analysis Approach

inferred← citeshttps://doi.org/10.1109/access.2024.3368866openalex-snapshot

A Comprehensive Review of Signal Processing and Machine Learning Technologies for UHF PD Detection and Diagnosis (II): Pattern Recognition Approaches

inferred← citeshttps://doi.org/10.1109/access.2024.3386835openalex-snapshot

Rolling Bearing Fault Diagnosis Based on Optimized VMD and SSAE

inferred← citeshttps://doi.org/10.1109/access.2024.3507380openalex-snapshot

The Application of Lempel-Ziv Complexity in Medicine Science, Nature Science, Social Science, and Engineering: A Review and Prospect

inferred← citeshttps://doi.org/10.1109/aparm49247.2020.9209495openalex-snapshot

A Novel Nonlinear Analysis Tool: Multi-scale Symbolic Sample Entropy and Its Application in Condition Monitoring of Rotary Machinery

inferred← citeshttps://doi.org/10.1109/cacre52464.2021.9501312openalex-snapshot

Intelligent Fault Classification and Identification of Heat Exchange Station Based on Time-Series Analysis

inferred← citeshttps://doi.org/10.1109/codit55151.2022.9803910openalex-snapshot

Distributed Process Monitoring Based on multi-block KGLPP

inferred← citeshttps://doi.org/10.1109/codit70676.2026.11631212openalex-snapshot

Diagnosis of ITSC Faults in Stator Windings of Controlled PMSM: Entropy-Based Feature Extraction and MLP Classifier

inferred← citeshttps://doi.org/10.1109/confluence52989.2022.9734121openalex-snapshot

Disease Risk Level Prediction Using Ensemble Classifiers: An Algorithmic Analysis

inferred← citeshttps://doi.org/10.1109/ecie52353.2021.00045openalex-snapshot

State Assessment of Rolling Bearings Based on the Multiscale Bubble Entropy

inferred← citeshttps://doi.org/10.1109/icaica52286.2021.9498087openalex-snapshot

Fractional order coded permutation entropy and its application in detecting rolling bearing fault

inferred← citeshttps://doi.org/10.1109/icedme52809.2021.00044openalex-snapshot

Bearing Fault Diagnosis Based on the Refined Composite Generalized Multi-Scale Bubble Entropy

inferred← citeshttps://doi.org/10.1109/iceiom65271.2025.11239815openalex-snapshot

Research on Bearing Fault Diagnosis Technology Based on Multi-Source Data Fusion

inferred← citeshttps://doi.org/10.1109/icesit53460.2021.9696936openalex-snapshot

Health Monitoring of Milling Cutters with Nonlinear Entropy and Self-organizing Mapping

inferred← citeshttps://doi.org/10.1109/icmra59796.2023.10708456openalex-snapshot

Decision-level Fusion-based Compressor Blade Crack Detection Method Using Acoustic and Vibration Signals

inferred← citeshttps://doi.org/10.1109/ictc55111.2022.9778234openalex-snapshot

Rolling Bearing Health State Assessment Based on K-Means and Ensemble HMM

inferred← citeshttps://doi.org/10.1109/iecon49645.2022.9968875openalex-snapshot

Classification of Mechanical Faults in Rotating Machines Using SMOTE Method and Deep Neural Networks

inferred← citeshttps://doi.org/10.1109/isetc50328.2020.9301111openalex-snapshot

Aspects of Time Series Analysis with Entropies and Complexity Measures

inferred← citeshttps://doi.org/10.1109/jsen.2020.2995817openalex-snapshot

Intelligent Fault Diagnosis Approach Based on Composite Multi-Scale Dimensionless Indicators and Affinity Propagation Clustering

inferred← citeshttps://doi.org/10.1109/jsen.2022.3232707openalex-snapshot

A Feature Extraction Method Using VMD and Improved Envelope Spectrum Entropy for Rolling Bearing Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/jsen.2023.3257832openalex-snapshot

Instantaneous Angular Speed-Based Fault Diagnosis of Multicylinder Marine Diesel Engine Using Intrinsic Multiscale Dispersion Entropy

inferred← citeshttps://doi.org/10.1109/jsen.2023.3267066openalex-snapshot

Method for Locating Single-Phase Disconnection Faults in a Smart Distribution System Based on Refined Composite Multiscale Permutation q-Complexity Entropy and Random Forest

inferred← citeshttps://doi.org/10.1109/jsen.2023.3329770openalex-snapshot

Induction Motor Failure Identification Based on Multiscale Acoustic Entropy Feature Selection and Hierarchical Adaptive Neuro-Fuzzy Inference System With Localized Recurrent Input

inferred← citeshttps://doi.org/10.1109/jsen.2023.3347248openalex-snapshot

Intelligent Cavitation Recognition of a Canned Motor Pump Based on a CEEMDAN-KPCA and PSO-SVM Method

inferred← citeshttps://doi.org/10.1109/jsen.2025.3525541openalex-snapshot

Motor Failure Prediction Using Hybrid Entropy and Combined Forecasting Model

inferred← citeshttps://doi.org/10.1109/jsen.2025.3551503openalex-snapshot

Amplitude-Based Time-Shift Multiscale Feature Fuzzy Dispersion Entropy: A Novel Health Indicator for Aeroengine Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/mepcon58725.2023.10462425openalex-snapshot

Faulty Sensor Detection Approach for Wireless Sensor Networks Based on Artificial Intelligence and Information Theory

inferred← citeshttps://doi.org/10.1109/naps66256.2025.11272418openalex-snapshot

Entropy-Based Feature Enhancement for Autonomous Fault Recognition in Space-Based Power Systems

inferred← citeshttps://doi.org/10.1109/phm-beijing63284.2024.10874549openalex-snapshot

Hierarchical Improved Diversity Entropy for Intelligent Fault Diagnosis of Rolling Bearings

inferred← citeshttps://doi.org/10.1109/phm-beijing63284.2024.10874574openalex-snapshot

Multi-Hierarchical Dispersion Entropy: A Novel Nonlinear Measurement Approach for Fault Diagnosis of Rolling Bearing

inferred← citeshttps://doi.org/10.1109/phm-hangzhou58797.2023.10482580openalex-snapshot

Weighted Squared Envelope Dispersion Entropy as a Nonlinear Measure for Dynamic Health Monitoring of Rotating Machineries

inferred← citeshttps://doi.org/10.1109/phm-jinan48558.2020.00090openalex-snapshot

A Fault Diagnosis Method of Rotating Machinery Based on Multi-scale Fuzzy Entropy

inferred← citeshttps://doi.org/10.1109/phm-qingdao46334.2019.8942855openalex-snapshot

Fault Diagnosis of Gearbox based on Convolutional Neural Network and Infrared Thermal Imagining

inferred← citeshttps://doi.org/10.1109/phm-xian66756.2025.11427570openalex-snapshot

Time-Shift Multiscale Improved Diversity Entropy for Fault Diagnosis of Diesel Injector in Sea Launch Hydrological Ship

inferred← citeshttps://doi.org/10.1109/safeprocess52771.2021.9693689openalex-snapshot

Bearing Fault Diagnosis Using Modified Multi-scale Sample Entropy and One-against-rest Feature Selection

inferred← citeshttps://doi.org/10.1109/siitme50350.2020.9292304openalex-snapshot

Change Detection in the Complexity of Time Series with Information-based Criteria

inferred← citeshttps://doi.org/10.1109/tase.2025.3628122openalex-snapshot

Comprehensive Dynamic Prognosis of Rolling Element Bearing Health Through Adaptively Demodulated Nonlinear Dispersive Spectral Entropy

inferred← citeshttps://doi.org/10.1109/tie.2021.3063979openalex-snapshot

Variational Embedding Multiscale Diversity Entropy for Fault Diagnosis of Large-Scale Machinery

inferred← citeshttps://doi.org/10.1109/tie.2022.3146535openalex-snapshot

Wavelet Package Energy Transmissibility Function and Its Application to Wind Turbine Blade Fault Detection

inferred← citeshttps://doi.org/10.1109/tii.2020.2980923openalex-snapshot

Multiscale Symbolic Lempel–Ziv: An Effective Feature Extraction Approach for Fault Diagnosis of Railway Vehicle Systems

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Multiscale Diversity Entropy: A Novel Dynamical Measure for Fault Diagnosis of Rotating Machinery

inferred← citeshttps://doi.org/10.1109/tii.2020.3030186openalex-snapshot

Manifold Sensing-Based Convolution Sparse Self-Learning for Defective Bearing Morphological Feature Extraction

inferred← citeshttps://doi.org/10.1109/tim.2019.2903699openalex-snapshot

A New Online Detection Approach for Rolling Bearing Incipient Fault via Self-Adaptive Deep Feature Matching

inferred← citeshttps://doi.org/10.1109/tim.2020.2969092openalex-snapshot

A Two-Step Denoising Strategy for Early-Stage Fault Diagnosis of Rolling Bearings

inferred← citeshttps://doi.org/10.1109/tim.2020.2978966openalex-snapshot

A Novel Health Indicator Based on Information Theory Features for Assessing Rotating Machinery Performance Degradation

inferred← citeshttps://doi.org/10.1109/tim.2020.2981220openalex-snapshot

Entropy Measures in Machine Fault Diagnosis: Insights and Applications

inferred← citeshttps://doi.org/10.1109/tim.2022.3150872openalex-snapshot

Hierarchical Multiscale Dense Networks for Intelligent Fault Diagnosis of Electromechanical Systems

inferred← citeshttps://doi.org/10.1109/tim.2022.3191712openalex-snapshot

Continuous Health Monitoring of Rolling Element Bearing Based on Nonlinear Oscillatory Sample Entropy

inferred← citeshttps://doi.org/10.1109/tim.2022.3198477openalex-snapshot

A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay

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