CHAOZHAO-1 / Domain-generalization-fault-diagnosis-benchmark
This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）
☆50Updated 3 months ago
Related projects: ⓘ
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆32Updated last month
- ☆44Updated 8 months ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆51Updated 8 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆24Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆59Updated 4 months ago
- A few shot learning repository for bearing fault diagnosis.☆55Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆78Updated 4 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆27Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆57Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆56Updated 4 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆10Updated 5 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆45Updated 3 years ago
- ☆30Updated 2 weeks ago
- ☆42Updated 2 years ago
- Transfer learning☆43Updated 3 years ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 5 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆21Updated 3 weeks ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆14Updated 8 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆26Updated 2 months 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)☆43Updated last year
- ☆39Updated 3 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆19Updated 11 months ago
- The intelligent fault diagnosis methods of HNU IDG☆62Updated last year
- ☆20Updated last year
- ☆68Updated 2 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆28Updated last year
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆43Updated 2 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆28Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆36Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆30Updated last year