liguge/WIDAN liguge/WIDAN

  • Stars
    star
    14
  • Rank 1,438,076 (Top 29 %)
  • Language
    Python
  • Created 11 months ago
  • Updated 7 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
liguge/WIDAN
github

liguge

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）

More Repositories

1

Journals-of-Prognostics-and-Health-Management

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
266
star
2

Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-

Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
Python
190
star
3

Fault-diagnosis-for-small-samples-based-on-attention-mechanism

基于注意力机制的少量样本故障诊断 pytorch
Python
133
star
4

Deep-discriminative-transfer-learning-network-for-cross-machine-fault-diagnosis

Deep discriminative transfer learning network for cross-machine fault diagnosis
Python
78
star
5

EWSNet

Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
Python
56
star
6

1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis

智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
Python
52
star
7

DLWCB

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)
Python
30
star
8

MDPS_pytorch

A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)
Python
28
star
9

FWA-DBN-ELM-for-intelligent-fault-diagnosis

FWA-DBN-ELM fault diagnosis 故障诊断 烟花算法优化DBN-ELM的故障诊断
MATLAB
27
star
10

GTFENet_pytorch

GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis
Python
27
star
11

Capsule-network-for-fault-diagnosis

Capsule network for fault diagnosis （胶囊网络用于故障诊断）
Python
24
star
12

Maximum-mean-square-discrepancy

Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis
Python
23
star
13

MIXCNN_pytorch

A fault diagnosis method for rotating machinery based on CNN with mixed information
Python
21
star
14

xLSTM-for-intelligent-fault-diagnosis-of-rolling-bearings

xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings
Python
19
star
15

liguge

10
star
16

AMSGradP-for-intelligent-fault-diagnosis

Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)
Python
10
star
17

PyDSN

Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machine transfer fault diagnosis under speed fluctuations
Python
7
star
18

Variance-discrepancy-representation-pytorch

Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis
Python
6
star
19

IDSN_public

IDSN：一种用于高速列车牵引电机跨机诊断的单级可解释可微 STFT 域自适应网络 fault diagnosis
6
star
20

OpenSetMethodForFaultDetection

Python
4
star
21

PGCNN

Python
3
star
22

DS-DAN

Python
2
star
23

Dilated-Causal-Conv1d

Python
1
star