| Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features | Mar 25, 2024 | ClassificationFault Diagnosis | CodeCode Available | 2 |
| BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation | Aug 21, 2024 | Fault DiagnosisManagement | CodeCode Available | 2 |
| Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing | May 25, 2024 | Domain AdaptationFault Detection | CodeCode Available | 2 |
| TFPred: Learning Discriminative Representations from Unlabeled Data for Few-Label Rotating Machinery Fault Diagnosis | May 1, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 2 |
| Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise | Apr 11, 2024 | Deep LearningDenoising | CodeCode Available | 2 |
| BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration | Jul 31, 2023 | CPUFault Diagnosis | CodeCode Available | 1 |
| Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis | Dec 5, 2023 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 |
| A class-weighted supervised contrastive learning long-tailed bearing fault diagnosis approach using quadratic neural network | Sep 21, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis | Jun 1, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| AlgDiff: An open source toolbox for the design, analysis and discretisation of algebraic differentiators | Aug 9, 2023 | Fault Diagnosis | CodeCode Available | 1 |
