liguge

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

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

Deep discriminative transfer learning network for cross-machine fault diagnosis

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

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)

EWSNet

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

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

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

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）

PyDSN

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

WIDAN

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

liguge/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）

liguge/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

liguge/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

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

Deep discriminative transfer learning network for cross-machine fault diagnosis

liguge/EWSNet

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

liguge/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)

liguge/Capsule-network-for-fault-diagnosis

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

liguge/Maximum-mean-square-discrepancy

Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis

liguge/MIXCNN_pytorch

A fault diagnosis method for rotating machinery based on CNN with mixed information

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

xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings

liguge/WIDAN

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

liguge/liguge

liguge/Variance-discrepancy-representation-pytorch

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

liguge/PyDSN

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

liguge/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

liguge/Digital-twin-assisted-imbalanced-fault-diagnosis-framework

一种数字孪生辅助的高度不平衡故障诊断新框架

liguge/MbandWaveletNet

M-band Wavelet Network for Anomaly Detection from a Frequency Perspective

liguge/ESDNet

Learning A Spiking Neural Network for Efficient Image Deraining (IJCAI 2024)

liguge/MNNBD

liguge/AAU_Net_Improved

The improved code of AAU-Net

liguge/Bearing-fault-Diagnosis-based-on-deep-learning

基于深度学习的机械设备故障诊断方法研究

liguge/FL-LDP

This is a code that combines federated learning with differential privacy for transformer fault diagnosis.

liguge/Awesome-gait-recognition

A collection of AWESOME things about Gait Recognition

liguge/DGFDBenchmark

This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis

liguge/TFN

this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Fault Diagnosis".

liguge/WT-planetary-gearbox-dataset

WT-planetary-gearbox-datasets

liguge/BJTU-Thesis-Latex

liguge/dcnv4

Deformable Convolution Networks v4

liguge/pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.2)

liguge/SignalExplainer