liguge / EWSNetLinks
Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
☆92Updated 6 months ago
Alternatives and similar repositories for EWSNet
Users that are interested in EWSNet are comparing it to the libraries listed below
Sorting:
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆66Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆40Updated last year
- ☆36Updated 2 years ago
- ☆110Updated last year
- ☆73Updated last year
- code for DFAWnet☆36Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆101Updated 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)☆64Updated 5 months ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆142Updated 7 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years ago
- ☆46Updated 7 months ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆59Updated 3 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- WT-planetary-gearbox-datasets☆81Updated last month
- ☆39Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆41Updated 2 years ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)☆31Updated last month
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆115Updated 11 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆45Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 8 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆84Updated 9 months ago
- 基于深度学习的机械故障诊断☆36Updated last year
- Code sharing of fault diagnosis papers.☆51Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆95Updated 6 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 9 months ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆88Updated 5 months ago