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Fault Diagnosis

Papers

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Showing 251–300 of 375 papers

TitleStatusHype
SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical ProcessesCode1
A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System DelayCode1
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory AlgorithmsCode0
A class alignment method based on graph convolution neural network for bearing fault diagnosis in presence of missing data and changing working conditions—0
Multi-Granularity Regularized Re-Balancing for Class Incremental LearningCode1
Synthesizing Rolling Bearing Fault Samples in New Conditions: A framework based on a modified CGAN—0
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention RecognitionCode1
Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Unsupervised Learning—0
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault DiagnosisCode1
Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research—0
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning ProgramsCode1
Logistic-ELM: A Novel Fault Diagnosis Method for Rolling BearingsCode1
Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural NetworkCode1
T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery—0
Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness—0
A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis—0
A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG—0
Machine Learning-based Anomaly Detection in Optical Fiber Monitoring—0
Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory—0
Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks—0
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing—0
Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging—0
Synthetic to Real Framework based on Convolutional Multi-Head Attention and Hybrid Domain Alignment—0
An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation—0
Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations—0
Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods—0
A BiLSTM-CNN based Multitask Learning Approach for Fiber Fault Diagnosis—0
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods—0
Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery—0
Vibration Fault Diagnosis in Wind Turbines based on Automated Feature Learning—0
Transfer Learning for Fault Diagnosis of Transmission Lines—0
Cross-Domain Open-Set Machinery Fault Diagnosis Based on Adversarial Network With Multiple Auxiliary Classifiers—0
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry—0
Spatial Graph Convolutional Neural Network via Structured Subdomain Adaptation and Domain Adversarial Learning for Bearing Fault Diagnosis—0
A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis—0
Graph neural network-based fault diagnosis: a review—0
Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme—0
Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis—0
Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier—0
Artificial Neural Network and Its Application Research Progress in Chemical Process—0
On-board Fault Diagnosis of a Laboratory Mini SR-30 Gas Turbine Engine—0
An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications—0
An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data—0
A New Approach for Verification of Delay Coobservability of Discrete-Event Systems—0
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks—0
Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis—0
A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples—0
Probabilistic Bearing Fault Diagnosis Using Gaussian Process with Tailored Feature Extraction—0
Three-dimensional instantaneous orbit map for rotor-bearing system based on a novel multivariate complex variational mode decomposition algorithm—0
Deep Metric Learning Model for Imbalanced Fault Diagnosis—0
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Benchmark Results

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