liguge / MDPS_pytorch
A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)
☆37Updated 2 years ago
Alternatives and similar repositories for MDPS_pytorch:
Users that are interested in MDPS_pytorch are comparing it to the libraries listed below
- 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)☆53Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- ☆45Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆53Updated last month
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆56Updated 3 years ago
- Transfer learning☆50Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆72Updated 11 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- ☆22Updated 2 years ago
- ☆33Updated 2 years ago
- ☆24Updated 3 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆27Updated last year
- ☆54Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 10 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 7 months ago
- ☆42Updated 2 weeks ago
- 基于机器学习的机械故障诊断☆17Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆23Updated last year
- A few shot learning repository for bearing fault diagnosis.☆82Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆56Updated 2 years ago
- ☆21Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆27Updated last month
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆55Updated 8 months ago
- 基于深度学习的机械故障诊断☆31Updated last year
- ☆13Updated 2 years ago
- 基于迁移学习DANN模型，对不同工况轴承进行故障诊断☆41Updated 3 years ago