| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| HSE: A plug-and-play module for unified fault diagnosis foundation models | Apr 26, 2025 | DiagnosticFault Diagnosis | CodeCode Available | 0 |
| Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion | Jul 18, 2025 | Decision MakingFault Diagnosis | CodeCode Available | 0 |
| An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System | Apr 29, 2023 | Fault DiagnosisPseudo Label | CodeCode Available | 0 |
| Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process | Mar 20, 2024 | Decision MakingFault Detection | CodeCode Available | 0 |
| Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis | Apr 26, 2023 | ClusteringFault Diagnosis | CodeCode Available | 0 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation | Jan 16, 2025 | Fault DiagnosisKnowledge Distillation | CodeCode Available | 0 |
| Attention-Based Multiscale Temporal Fusion Network for Uncertain-Mode Fault Diagnosis in Multimode Processes | Apr 7, 2025 | DiagnosticFault Diagnosis | CodeCode Available | 0 |
| An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods | Sep 22, 2023 | ClusteringFault Detection | CodeCode Available | 0 |
