LeeJMJM / PMRLinks
Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis
☆18Updated 3 weeks ago
Alternatives and similar repositories for PMR
Users that are interested in PMR are comparing it to the libraries listed below
Sorting:
- Code for paper being submitted☆14Updated 7 months ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Updated 2 months ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆27Updated 2 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Updated last year
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆13Updated 10 months ago
- Python code for TCTL method☆13Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Updated last year
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆20Updated last year
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Updated 10 months ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆10Updated 6 months ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14Updated 8 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Updated last year
- DMsrTTLN code☆18Updated last year
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆25Updated 7 months ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆17Updated 11 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Updated 6 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Updated 11 months ago
- ☆12Updated 3 years ago
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆22Updated 11 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated 2 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆20Updated 7 months ago
- ☆16Updated last year
- ☆17Updated 4 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆33Updated 11 months ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Updated last year