Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
☆100Apr 24, 2025Updated 10 months ago
Alternatives and similar repositories for EWSNet
Users that are interested in EWSNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆53Jul 6, 2022Updated 3 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆152Mar 28, 2025Updated 11 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated last year
- code for DFAWnet☆38Jun 19, 2023Updated 2 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆120Dec 14, 2024Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆44May 13, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- 智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis☆115May 16, 2023Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 10 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- A transfer learning fault diagnosis repository covering popular algorithms☆342Aug 6, 2024Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆152Dec 24, 2024Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆105Aug 3, 2023Updated 2 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆69Jun 10, 2025Updated 9 months ago
- ☆16Nov 29, 2024Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆45Jun 24, 2024Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Dec 1, 2021Updated 4 years ago
- ☆16May 20, 2024Updated last year
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆39May 10, 2023Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- ☆24May 6, 2025Updated 10 months ago
- Code for paper being submitted☆14Jul 9, 2025Updated 8 months ago
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆444Mar 6, 2026Updated 2 weeks ago
- ☆22Nov 23, 2022Updated 3 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Mar 27, 2023Updated 2 years ago
- ☆21Jun 3, 2024Updated last year
- ☆27Jan 15, 2023Updated 3 years ago
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆34May 16, 2023Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆124Nov 9, 2022Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆279Mar 15, 2026Updated last week