CHAOZHAO-1 / Awsome-Multi-modal-based-PHM
Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测,持续更新)
☆32Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for Awsome-Multi-modal-based-PHM
- Code sharing of fault diagnosis papers.☆44Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆30Updated 4 months 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)☆35Updated this week
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆31Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆17Updated 6 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆66Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆23Updated 5 months ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆18Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆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…☆78Updated 6 months ago
- WT-planetary-gearbox-datasets☆52Updated 6 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 7 months ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆59Updated 5 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
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆31Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆18Updated 5 months ago
- 基于深度学习的机械故障诊断☆25Updated 8 months ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆70Updated 8 months ago
- ☆36Updated 2 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
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆25Updated 2 years ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆16Updated 7 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆17Updated last year
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆58Updated this week
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆32Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year