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Fault Diagnosis

Papers

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Showing 1–25 of 375 papers

TitleStatusHype
Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature FusionCode0
Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems—0
A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis—0
Rethinking the Role of Operating Conditions for Learning-based Multi-condition Fault Diagnosis—0
Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis—0
Linguistic Ordered Weighted Averaging based deep learning pooling for fault diagnosis in a wastewater treatment plant—0
Can Hessian-Based Insights Support Fault Diagnosis in Attention-based Models?—0
LD-RPMNet: Near-Sensor Diagnosis for Railway Point Machines—0
DiffLIME: Enhancing Explainability with a Diffusion-Based LIME Algorithm for Fault DiagnosisCode0
Multi-output Classification using a Cross-talk Architecture for Compound Fault Diagnosis of Motors in Partially Labeled Condition—0
Searching Neural Architectures for Sensor Nodes on IoT Gateways—0
Bi-Residual Neural Network based Synchronous Motor Electrical Faults Diagnosis: Intra-link Layer Design for High-frequency Features—0
A domain adaptation neural network for digital twin-supported fault diagnosisCode0
eACGM: Non-instrumented Performance Tracing and Anomaly Detection towards Machine Learning Systems—0
Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals—0
Feature-Weighted MMD-CORAL for Domain Adaptation in Power Transformer Fault Diagnosis—0
Fault Diagnosis across Heterogeneous Domains via Self-Adaptive Temporal-Spatial Attention and Sample GenerationCode0
FedIFL: A federated cross-domain diagnostic framework for motor-driven systems with inconsistent fault modes—0
Interpretable Event Diagnosis in Water Distribution Networks—0
Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades—0
Research on Anomaly Detection Methods Based on Diffusion Models—0
FEMSN: Frequency-Enhanced Multiscale Network for fault diagnosis of rotating machinery under strong noise environments—0
Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural NetworksCode0
Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels—0
HSE: A plug-and-play module for unified fault diagnosis foundation modelsCode0
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Benchmark Results

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