tinglixie / msf-rescnn-fd
code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"
☆27Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for msf-rescnn-fd
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆43Updated 3 years ago
- 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☆32Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- ☆18Updated 2 years ago
- ☆28Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆32Updated 2 years ago
- 基于深度学习的机械故障诊断☆25Updated 8 months ago
- code for DFAWnet☆30Updated last year
- ☆18Updated 2 years ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆41Updated 7 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆16Updated 10 months ago
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆29Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆38Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆26Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆31Updated last year
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- 机械故障诊断公开数据集☆36Updated 11 months ago
- ☆36Updated 2 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆19Updated 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
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆22Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- ☆28Updated 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☆25Updated 2 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated last year
- FWA-DBN-ELM fault diagnosis 故障诊断 烟花算法优化DBN-ELM的故障诊断☆26Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆25Updated last year
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆41Updated 4 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆31Updated last year