Zhao Chao's Projects
[ISA Transactions] A balanced and weighted alignment network for partial transfer fault diagnosis
[RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions
Awsome-Multi-modal-based PHM (基于多模态的故障诊断和预测,持续更新)
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)
[MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis
This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)
[RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis
[EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy
[TII 2023] Federated Domain Generalization: A Secure and Robust Framework for Intelligent Fault Diagnosis
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,包含稳定转速和时变转速)
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,,包含稳定转速和时变转速)
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)
Invariance Unified Learning Enhanced-Multimodal Generalization Network for Intelligent Fault Diagnosis
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)
[MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions
[AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis
收录了若干读博中所遇到的问题和相关资料