CHAOZHAO-1

DG-PHM

This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测，持续更新)

Machine-Fault-Dataset

An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障诊断和预测数据集，不断更新中）

Domain-generalization-fault-diagnosis-benchmark

This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）

Awsome-Multi-modal-based-PHM

Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测，持续更新）

The-Ph.D.-journey-scenery

收录了若干读博中所遇到的问题和相关资料

HUSTbearing-dataset

This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集）

HUSTgearbox-dataset

This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research（实验室自采齿轮箱开源数据集）

SDAGN

[AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis

A-balanced-and-weighted-alignment-network-for-partial-transfer-fault-diagnosis

[ISA Transactions] A balanced and weighted alignment network for partial transfer fault diagnosis

Dual-adversarial-network-for-cross-domain-open-set-fault-diagnosis

[RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis

AOSDGN

[RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions

FDDG

[EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy

DGNIS

[MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis

HUSTmotor-multi-modal-dataset

This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)

AMINet

[TII 2022] Adversarial Mutual Information-Guided Single Domain Generalization Network for Intelligent Fault Diagnosis

FedDGMC

[TII 2023] Federated Domain Generalization: A Secure and Robust Framework for Intelligent Fault Diagnosis

MSDGN

[MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions

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