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:
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DG-PHM: This is a repository about Domain Generalization for PHM, including papers, code, datasets etc.
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DGFD-Benchmark: This is a benckmark for domain generalization-based fault diagnosis
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LLM-PHM: This is a reposotory that includes paper about LLM-based fault diagnosis and prognosis.
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Multimodal-PHM: This repository contains papers, code, and datasets related to multi-modal-based fault diagnosis.
Some of my repositories related to research paper:
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AOSDGN: Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions.
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SDAGN: Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis.
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BWAN: A-balanced-and-weighted-alignment-network-for-partial-transfer-fault-diagnosis.
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MSDGN: Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions.
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FDDG: A federated distillation domain generalization framework for machinery fault diagnosis with data privacy.
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FedDGMC: Federated Domain Generalization: A Secure and Robust Framework for Intelligent Fault Diagnosis.
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DAN: Dual adversarial network for cross-domain open set fault diagnosis.
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DGNIS: A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis.
Check out some of HUST datasets other datasets:
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HUSTbearing-dataset: This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research.
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HUSTgearbox-dataset: This reposotory release a gearbox failure dataset, which can support intelliegnt fault diagnosis research.
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HUSTmotormultimodal-dataset:This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals..
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HUSTTransmissionsystem-dataset: This reposotory release a Transmission system failure dataset.
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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