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）

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

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

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

EWSNet

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

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)

Capsule-network-for-fault-diagnosis

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

GTFENet_pytorch

GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis

Maximum-mean-square-discrepancy

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

MIXCNN_pytorch

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

WIDAN

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

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

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

Time-Series-Library

A Library for Advanced Deep Time Series Models.

MNNBD

PGCNN

AAU_Net_Improved

The improved code of AAU-Net

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

FL-LDP

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

PyDSN

Awesome-gait-recognition

A collection of AWESOME things about Gait Recognition

DGFDBenchmark

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

TFN

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

WT-planetary-gearbox-dataset

WT-planetary-gearbox-datasets

BJTU-Thesis-Latex

dcnv4

Deformable Convolution Networks v4

pbdl-book

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

SignalExplainer