mubai011 / MQCCAFView external linksLinks
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing
☆49May 28, 2024Updated last year
Alternatives and similar repositories for MQCCAF
Users that are interested in MQCCAF are comparing it to the libraries listed below
Sorting:
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆19Mar 15, 2025Updated 10 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆20Jan 14, 2025Updated last year
- A Unified Framework for Prognostics and Health Management (PHM) Tasks, enabling streamlined execution of key tasks such as Remaining Usef…☆55Nov 2, 2025Updated 3 months ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆18Dec 18, 2024Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 2 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated 11 months ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆132Jan 15, 2025Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆95Feb 14, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- ☆19Aug 11, 2025Updated 6 months ago
- This is our implemented source code for the paper "SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention …☆53Jul 27, 2025Updated 6 months ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆13Mar 21, 2025Updated 10 months ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Apr 7, 2025Updated 10 months ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Fault diagnosis code based on twin network☆14Jun 9, 2024Updated last year
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆26Feb 28, 2025Updated 11 months ago
- TFSCL☆19Jul 25, 2024Updated last year
- ☆23May 6, 2025Updated 9 months ago
- Bearing Fault Detection☆18Jun 9, 2024Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆35May 16, 2024Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Oct 31, 2022Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated 11 months ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆15Jan 22, 2026Updated 3 weeks ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆42May 13, 2024Updated last year
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆16Jan 13, 2024Updated 2 years ago
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆21Aug 30, 2025Updated 5 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- ☆119Aug 27, 2024Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆540Oct 10, 2024Updated last year
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆40Oct 15, 2024Updated last year
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆22Aug 21, 2024Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆19Oct 10, 2025Updated 4 months ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Nov 25, 2024Updated last year
- ☆23Jan 21, 2021Updated 5 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Aug 26, 2024Updated last year
- Code sharing of fault diagnosis papers.☆58Dec 30, 2023Updated 2 years ago
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year