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Fault Diagnosis

Papers

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Showing 51–100 of 375 papers

TitleStatusHype
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and ProspectsCode0
Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman ProcessCode0
Limited Data Rolling Bearing Fault Diagnosis with Few-shot LearningCode0
Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systemsCode0
Online input design for discrimination of linear models using concave minimizationCode0
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative StudyCode0
HSE: A plug-and-play module for unified fault diagnosis foundation modelsCode0
A domain adaptation neural network for digital twin-supported fault diagnosisCode0
Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature FusionCode0
Attention-Based Multiscale Temporal Fusion Network for Uncertain-Mode Fault Diagnosis in Multimode ProcessesCode0
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory AlgorithmsCode0
Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition MonitoringCode0
DiffLIME: Enhancing Explainability with a Diffusion-Based LIME Algorithm for Fault DiagnosisCode0
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis EnvironmentsCode0
Fault Identification Enhancement with Reinforcement Learning (FIERL)Code0
Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural NetworksCode0
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
Compound Fault Diagnosis for Train Transmission Systems Using Deep Learning with Fourier-enhanced RepresentationCode0
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault DiagnosisCode0
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal TransportCode0
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
A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG—0
Active Foundational Models for Fault Diagnosis of Electrical Motors—0
An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications—0
A Novel Transfer Learning Method Utilizing Acoustic and Vibration Signals for Rotating Machinery Fault Diagnosis—0
AIOptimizer - Software performance optimisation prototype for cost minimisation—0
A novel time-frequency Transformer based on self-attention mechanism and its application in fault diagnosis of rolling bearings—0
A Novel Sparse Bayesian Learning and Its Application to Fault Diagnosis for Multistation Assembly Systems—0
AI Explainability for Power Electronics: From a Lipschitz Continuity Perspective—0
A crayfish-optimized wavelet filter and its application to fault diagnosis—0
A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis—0
A Novel Semi-Supervised Data-Driven Method for Chiller Fault Diagnosis with Unlabeled Data—0
A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series—0
AI-driven Transformer Model for Fault Prediction in Non-Linear Dynamic Automotive System—0
A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis—0
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression—0
Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines—0
An interpretable deep learning method for bearing fault diagnosis—0
An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation—0
A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid—0
Causal Disentanglement Hidden Markov Model for Fault Diagnosis—0
Canonical Correlation Guided Deep Neural Network—0
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning—0
A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis—0
A Cost-Sensitive Deep Belief Network for Imbalanced Classification—0
A Closer Look at Bearing Fault Classification Approaches—0
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Benchmark Results

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