liguge / MDPS_pytorchLinks
A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)
☆45Updated 3 years ago
Alternatives and similar repositories for MDPS_pytorch
Users that are interested in MDPS_pytorch are comparing it to the libraries listed below
Sorting:
- 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)☆65Updated 5 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- ☆46Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 9 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆102Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆67Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆59Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆92Updated 7 months ago
- Transfer learning☆60Updated 4 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆19Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆62Updated 4 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆32Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆105Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆48Updated 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）☆90Updated 6 months ago
- ☆36Updated 3 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆28Updated last year
- ☆23Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆40Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆87Updated 9 months ago
- Code sharing of fault diagnosis papers.☆51Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆115Updated 11 months ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆97Updated 7 months ago
- ☆108Updated 2 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆23Updated 2 years ago
- xiaotianqu / The-unsupervised-bearing-fault-diagnosis-method-based-on-the-dual-framework-Siamese-networkFault diagnosis code based on twin network☆13Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆43Updated 2 years ago