SOTAVerified

Fault Diagnosis

Papers

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Showing 51–75 of 375 papers

TitleStatusHype
An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised MethodsCode0
HSE: A plug-and-play module for unified fault diagnosis foundation modelsCode0
Online input design for discrimination of linear models using concave minimizationCode0
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman ProcessCode0
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal TransportCode0
An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning SystemCode0
Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature FusionCode0
Limited Data Rolling Bearing Fault Diagnosis with Few-shot LearningCode0
A domain adaptation neural network for digital twin-supported fault diagnosisCode0
Fault Identification Enhancement with Reinforcement Learning (FIERL)Code0
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis EnvironmentsCode0
DiffLIME: Enhancing Explainability with a Diffusion-Based LIME Algorithm for Fault DiagnosisCode0
Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition MonitoringCode0
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault DiagnosisCode0
Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural NetworksCode0
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge DistillationCode0
COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing DataCode0
Fault Diagnosis across Heterogeneous Domains via Self-Adaptive Temporal-Spatial Attention and Sample GenerationCode0
Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systemsCode0
Compound Fault Diagnosis for Train Transmission Systems Using Deep Learning with Fourier-enhanced RepresentationCode0
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory AlgorithmsCode0
Approximate Model-Based Diagnosis Using Greedy Stochastic Search—0
Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems—0
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation—0
Application of a Dense Fusion Attention Network in Fault Diagnosis of Centrifugal Fan—0
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Benchmark Results

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