SOTAVerified

Fault Diagnosis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 375 papers

TitleStatusHype
A Graph Reconstruction by Dynamic Signal Coefficient for Fault Classification—0
Direct Shaping of Minimum and Maximum Singular Values: An H_-/H_ Synthesis Approach for Fault Detection Filters—0
Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems—0
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service SystemsCode1
An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning SystemCode0
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault DiagnosisCode0
The State of the Art in transformer fault diagnosis with artificial intelligence and Dissolved Gas Analysis: A Review of the Literature—0
Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain—0
Real Time Bearing Fault Diagnosis Based on Convolutional Neural Network and STM32 Microcontroller—0
Multi-scale Fusion Fault Diagnosis Method Based on Two-Dimensionaliztion Sequence in Complex Scenarios—0
Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault DiagnosisCode1
CADM: Confusion Model-based Detection Method for Real-drift in Chunk Data Stream—0
Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and PrognosisCode0
Fault diagnosis for PV arrays considering dust impact based on transformed graphical feature of characteristic curves and convolutional neural network with CBAM modules—0
Learning From High-Dimensional Cyber-Physical Data Streams for Diagnosing Faults in Smart Grids—0
Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN—0
HUST bearing: a practical dataset for ball bearing fault diagnosis—0
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation—0
SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data—0
Simulation-to-reality UAV Fault Diagnosis with Deep Learning—0
Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition MonitoringCode0
SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples—0
Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making—0
Similarity-Based Predictive Maintenance Framework for Rotating MachineryCode1
Lab-scale Vibration Analysis Dataset and Baseline Methods for Machinery Fault Diagnosis with Machine LearningCode1
Show:102550
← PrevPage 9 of 15Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DANNAccuray80.22—Unverified
2LSTMAccuray61.56—Unverified