HOANG-PHUONG NGUYEN
5
Documents
Identifiants chercheurs
- hoang-phuong-nguyen
- 0000-0003-4208-7442
- Google Scholar : https://scholar.google.fr/citations?user=2oMqGFcAAAAJ&hl=en
Présentation
I obtained my PhD in May 2020 from the Safety and Risks research group, CentraleSupelec, University Paris-Saclay, working with [Prof. Enrico Zio](mailto:enrico.zio@polimi.it). Prior to that I studied at University of Ulsan, South Korea for a Master’s degree under the supervision of [Prof. Jongmyon Kim](mailto:jmkim07@ulsan.ac.kr).
My research topic is Prognostics and Health Management (PHM) for industrial applications and particularly focuses on model-based and data-driven methods for the long-term predictions of the degradation evolution and the Remaining Useful Life (RUL) of components and systems. I have published as the first author of 6 international journal papers, 1 lecture note and 4 papers on proceedings of international conferences.
A current list of publications can be found on my Google Scholar profile.
**Contact details:**
\- Email: <hoang-phuong.nguyen@centralesupelec.fr>
<phuongnguyen.cse@gmail.com>
\- Google Scholar: [https://scholar.google.fr/citations?user=2oMqGFcAAAAJ&hl=en](https://scholar.google.fr/citations?user=2oMqGFcAAAAJ&hl=en)
Publications
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- 1
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A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generatorsApplied Soft Computing, 2020, 89, pp.106116. ⟨10.1016/j.asoc.2020.106116⟩
Article dans une revue
hal-02470820v1
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Ensemble of Models for Fatigue Crack Growth PrognosticsIEEE Access, 2019, 7, pp.49527-49537. ⟨10.1109/ACCESS.2019.2910611⟩
Article dans une revue
hal-02384619v1
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Dynamic-weighted ensemble for fatigue crack degradation state predictionEngineering Fracture Mechanics, 2018, 194, pp.212-223. ⟨10.1016/j.engfracmech.2018.03.013⟩
Article dans une revue
hal-01988976v1
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A Data-Driven approach for predicting the remaining useful life of steam generators2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, Spain. ⟨10.1109/ICSRS.2018.00049⟩
Communication dans un congrès
hal-02194938v1
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Model ensemble-based prognostic framework for fatigue crack growth prediction2017 2nd International Conference on System Reliability and Safety (ICSRS), Dec 2017, Milan, Italy. ⟨10.1109/ICSRS.2017.8272843⟩
Communication dans un congrès
hal-01784274v1
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