Xiaohan-Chen / TFPredLinks
An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis
☆58Updated 10 months ago
Alternatives and similar repositories for TFPred
Users that are interested in TFPred are comparing it to the libraries listed below
Sorting:
- A few shot learning repository for bearing fault diagnosis.☆88Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆101Updated 5 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆69Updated 3 months ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆28Updated 6 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- ☆59Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆75Updated last month
- 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 2 years 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）☆65Updated last week
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆52Updated 3 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆38Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆58Updated 3 months ago
- Transfer learning☆50Updated 3 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆13Updated 5 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆80Updated last month
- The intelligent fault diagnosis of HNU IDG☆98Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆90Updated 2 years ago
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆12Updated 9 months ago
- ☆45Updated 3 years ago
- ☆44Updated 2 months ago
- Using transformer to realize Bearing Fault Diagnosis☆62Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- Code sharing of fault diagnosis papers.☆48Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆68Updated 2 years ago
- 基于深度学习的机械故障诊断☆34Updated last year
- Leveraging multiple deep learning models for fault diagnosis☆29Updated last month
- 一种轻量化故障诊断框架——LiConvFormer☆103Updated 5 months ago
- ☆33Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated last year