I am a doctoral student at Huazhong University of Science and Technology (2019-present), supervised by Prof. Weiming Shen. I was a visting Ph.D. at Politecnico di Milano in Italy, under the supervision of Prof. Enrico Zio. My Email:zhaochao0612@gmail.com

Here are my repositories related to my review paper:

• DG-PHM: This is a repository about Domain Generalization for PHM, including papers, code, datasets etc.

• DGFD-Benchmark: This is a benckmark for domain generalization-based fault diagnosis

• LLM-PHM: This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis.

• Multimodal-PHM: This repository contains papers, code, and datasets related to multi-modal-based fault diagnosis.

Some of my repositories related to research paper:

• AOSDGN: Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions.

• SDAGN: Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis.

• BWAN: A-balanced-and-weighted-alignment-network-for-partial-transfer-fault-diagnosis.

• MSDGN: Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions.

• FDDG: A federated distillation domain generalization framework for machinery fault diagnosis with data privacy.

• FedDGMC: Federated Domain Generalization: A Secure and Robust Framework for Intelligent Fault Diagnosis.

• DAN: Dual adversarial network for cross-domain open set fault diagnosis.

• DGNIS: A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis.

Check out some of HUST datasets other datasets:

• HUSTbearing-dataset: This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research.

• HUSTgearbox-dataset: This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research.

• HUSTmotormultimodal-dataset:This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals..

• HUSTTransmissionsystem-dataset: This reposotory release a Transmission system failure dataset.

• Opensource datasets: About An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others..

Here are some of the repositories that are related to personal summary of research:

• The-Ph.D.-journey-sceneryPublic: Collected a number of doctoral problems encountered and related information.

Feel free to reach out to me via email:zhaochao0612@gmail.com

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1. HUSTbearing-datasetHUSTbearing-datasetPublic

   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）

   54 6

2. HUSTgearbox-datasetHUSTgearbox-datasetPublic

   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）

   19 2

3. Awsome-Multi-modal-based-PHMAwsome-Multi-modal-based-PHMPublic

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

   52 2

4. LLM-based-PHMLLM-based-PHMPublic

   This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis. (基于大模型的故障诊断和预测，持续更新)

   43 3

5. DG-PHMDG-PHMPublic

   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)

   244 32

6. The-Ph.D.-journey-sceneryThe-Ph.D.-journey-sceneryPublic

   收录了若干读博中所遇到的问题和相关资料

   110 10