zhiqan / MIXCNN
A fault diagnosis method for rotating machinery based on CNN with mixed information
☆42Updated last year
Alternatives and similar repositories for MIXCNN:
Users that are interested in MIXCNN are comparing it to the libraries listed below
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 7 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆53Updated last month
- ☆24Updated 3 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆37Updated 2 years ago
- ☆45Updated 2 years ago
- ☆10Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- 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)☆53Updated last year
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 3 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- Transfer learning☆50Updated 3 years ago
- ☆33Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆31Updated 4 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆27Updated last year
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆14Updated 11 months ago
- ☆20Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆72Updated 11 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆27Updated 2 months ago
- ☆24Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 10 months ago
- A few shot learning repository for bearing fault diagnosis.☆83Updated last year
- 基于机器学习的机械故障诊断☆17Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆19Updated last year
- ☆22Updated 2 years ago