yanshen0210 / FGDAE-a-machinery-fault-detection-method
一种用于复杂工况机械故障检测的GNN方法
☆44Updated last year
Alternatives and similar repositories for FGDAE-a-machinery-fault-detection-method:
Users that are interested in FGDAE-a-machinery-fault-detection-method are comparing it to the libraries listed below
- 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☆34Updated last year
- ☆20Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆39Updated 3 weeks ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆50Updated 3 weeks ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated last year
- ☆32Updated 2 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆37Updated 2 years ago
- 基于机器学习的机械故障诊断☆17Updated last year
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆27Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆56Updated 3 years ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 11 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆70Updated 10 months ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆30Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆22Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 9 months ago
- code for DFAWnet☆32Updated last year
- 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☆27Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆20Updated 9 months ago
- Transfer learning☆49Updated 3 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)☆52Updated last year
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆30Updated 3 months ago
- WT-planetary-gearbox-datasets☆57Updated 10 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆27Updated last year
- ☆23Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆17Updated last year
- A few shot learning repository for bearing fault diagnosis.☆79Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆26Updated 10 months ago