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Fault Diagnosis

Papers

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Showing 351–375 of 375 papers

TitleStatusHype
Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural NetworksCode0
HSE: A plug-and-play module for unified fault diagnosis foundation modelsCode0
Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature FusionCode0
An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning SystemCode0
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman ProcessCode0
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault DiagnosisCode0
Fault Identification Enhancement with Reinforcement Learning (FIERL)Code0
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge DistillationCode0
Attention-Based Multiscale Temporal Fusion Network for Uncertain-Mode Fault Diagnosis in Multimode ProcessesCode0
An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised MethodsCode0
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and ProspectsCode0
Online input design for discrimination of linear models using concave minimizationCode0
Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition MonitoringCode0
A domain adaptation neural network for digital twin-supported fault diagnosisCode0
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory AlgorithmsCode0
Compound Fault Diagnosis for Train Transmission Systems Using Deep Learning with Fourier-enhanced RepresentationCode0
SeqNAS: Neural Architecture Search for Event Sequence ClassificationCode0
ZETA: a library for Zonotope-based EsTimation and fAult diagnosis of discrete-time systemsCode0
DiffLIME: Enhancing Explainability with a Diffusion-Based LIME Algorithm for Fault DiagnosisCode0
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis EnvironmentsCode0
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed ConditionsCode0
Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman ProcessCode0
Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and PrognosisCode0
COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing DataCode0
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative StudyCode0
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Benchmark Results

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