Guolujiale / FP-Cyclegan
Unsupervised Feature-Preserving CycleGAN for Fault Diagnosis of Rolling Bearings using Unbalanced Infrared Thermal Imaging Sample
☆12Updated 10 months ago
Alternatives and similar repositories for FP-Cyclegan:
Users that are interested in FP-Cyclegan are comparing it to the libraries listed below
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆43Updated 9 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆15Updated 10 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆24Updated 7 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated 2 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆15Updated 9 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆35Updated 6 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆19Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆38Updated last year
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆30Updated last year
- Python code for TCTL method☆11Updated 6 months ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆49Updated 5 months ago
- Code sharing of fault diagnosis papers.☆47Updated last year
- 基于机器学习的机械故障诊断☆16Updated 10 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆17Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆20Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆54Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆68Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆21Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆27Updated 4 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 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）☆48Updated this week
- ☆18Updated 2 years 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)☆50Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆17Updated 6 months ago
- ☆20Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 8 months ago