wongsihan / FDRView external linksLinks
Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"
☆19Oct 10, 2025Updated 4 months ago
Alternatives and similar repositories for FDR
Users that are interested in FDR are comparing it to the libraries listed below
Sorting:
- ☆21Jun 3, 2024Updated last year
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆34Dec 12, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- [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
- 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
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Apr 7, 2025Updated 10 months ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11May 29, 2024Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆31Jun 4, 2024Updated last year
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆27Feb 17, 2024Updated 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 11 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
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- ☆16May 20, 2024Updated last year
- 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
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Jan 2, 2025Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Mar 27, 2023Updated 2 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 2 years ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Jul 7, 2022Updated 3 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated last year
- This is the code of paper "A Label Information Vector Generative Zero-shot Model for the Diagnosis of Compound Faults"☆16Jun 15, 2023Updated 2 years ago
- This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测,持续更新)☆162Feb 6, 2026Updated last week
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆49May 28, 2024Updated last year
- code☆19Sep 8, 2023Updated 2 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆91Apr 12, 2025Updated 10 months ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- ☆44Jun 17, 2025Updated 7 months ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆21Dec 5, 2024Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24May 26, 2024Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆104Apr 27, 2025Updated 9 months ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆98Jun 9, 2022Updated 3 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆28Jul 10, 2024Updated last year
- A few shot learning repository for bearing fault diagnosis.☆104Aug 3, 2023Updated 2 years ago
- ☆33Nov 20, 2023Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆31Sep 26, 2023Updated 2 years ago