Guolujiale / FP-Cyclegan
Unsupervised Feature-Preserving CycleGAN for Fault Diagnosis of Rolling Bearings using Unbalanced Infrared Thermal Imaging Sample
☆12Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for FP-Cyclegan
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 7 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆23Updated 5 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆14Updated 7 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆14Updated 8 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆32Updated 2 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆53Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆30Updated 4 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆16Updated 10 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆29Updated 2 years ago
- Python code for TCTL method☆10Updated 5 months ago
- ☆36Updated 2 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆38Updated last year
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆15Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆58Updated 10 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆44Updated 3 months ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆28Updated last year
- ☆10Updated 7 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆17Updated 2 weeks ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆39Updated 3 weeks ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆52Updated 2 years ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆17Updated last year
- 基于机器学习的机械故障诊断☆13Updated 8 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆28Updated 2 months ago
- ☆28Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆18Updated 5 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆31Updated last year