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ORCIDKhanh T. P. Nguyen
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2020 – today
- 2024
[j23]Weikun Deng
, Ardiani Fabio, Khanh T. P. Nguyen, Mourad Benoussaad, Kamal Medjaher:
Physics informed machine learning model for inverse dynamics in robotic manipulators. Appl. Soft Comput. 163: 111877 (2024)- [j22]Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher:
Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors. Eng. Appl. Artif. Intell. 133: 108186 (2024) - [j21]Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio:
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration. Eng. Appl. Artif. Intell. 138: 109268 (2024) - [j20]Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan:
Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models. Expert Syst. Appl. 255: 124603 (2024) - [c7]Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan:
Bridging expert knowledge and sensor measurements for machine fault quantification with large language models. AIM 2024: 530-535 - 2023
- [j19]Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio:
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics 58: 102128 (2023) - [j18]Khanh T. P. Nguyen, Kamal Medjaher, Do T. Tran:
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines. Artif. Intell. Rev. 56(4): 3659-3709 (2023) - [j17]Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Fatiha Nejjari, Vicenç Puig, Joaquim Blesa, Joseba Quevedo, Francesc Marlasca:
Dealing with prognostics uncertainties: Combination of direct and recursive remaining useful life estimations. Comput. Ind. 144: 103766 (2023) - [j16]Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan:
Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators. Comput. Ind. 151: 103983 (2023) - [j15]Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban:
Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. J. Intell. Manuf. 34(4): 1743-1759 (2023) - [j14]Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban:
Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. J. Intell. Manuf. 34(4): 1761 (2023) - 2022
- [j13]Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu:
Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems. Reliab. Eng. Syst. Saf. 222: 108383 (2022) - [c6]Sagar Jose, Raymond Houé Ngouna, Khanh T. P. Nguyen, Kamal Medjaher:
Solving Time Alignment Issue of Multimodal Data for Accurate Prognostics with CNN-Transformer-LSTM Network. CoDIT 2022: 280-285 - [c5]Moncef Soualhi, Noureddine Zerhouni, Abdenour Soualhi, Kamel Eddine Hemsas, Thi Phuong Khanh Nguyen, Kamal Medjaher:
Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator. CoDIT 2022: 1014-1019 - 2021
- [j12]Matteo Barbieri, Khanh T. P. Nguyen, Roberto Diversi, Kamal Medjaher, Andrea Tilli:
RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques. J. Intell. Manuf. 32(5): 1421-1440 (2021) - [j11]Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher, Marcos E. Orchard:
Degradation Modeling and Uncertainty Quantification for System-Level Prognostics. IEEE Syst. J. 15(2): 1628-1639 (2021) - [j10]Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher:
System-Level Prognostics Under Mission Profile Effects Using Inoperability Input-Output Model. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4659-4669 (2021)
2010 – 2019
- 2019
- [j9]Khanh T. P. Nguyen, Julie Beugin, Marion Berbineau, Juliette Marais:
Application of fuzzy theory for identifying the required availability of an autonomous localization unit in European Train Control System. J. Intell. Transp. Syst. 23(3): 265-281 (2019) - [j8]Khanh T. P. Nguyen, Kamal Medjaher:
A new dynamic predictive maintenance framework using deep learning for failure prognostics. Reliab. Eng. Syst. Saf. 188: 251-262 (2019) - [j7]Khanh T. P. Nguyen, Phuc Do, Khac Tuan Huynh, Christophe Bérenguer, Antoine Grall:
Joint optimization of monitoring quality and replacement decisions in condition-based maintenance. Reliab. Eng. Syst. Saf. 189: 177-195 (2019) - [c4]Ferhat Tamssaouet, Thi Phuong Khanh Nguyen, Kamal Medjaher, Marcos E. Orchard:
Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process. CoDIT 2019: 1243-1248 - 2018
- [j6]Khanh T. P. Nguyen, Mitra Fouladirad, Antoine Grall:
Model selection for degradation modeling and prognosis with health monitoring data. Reliab. Eng. Syst. Saf. 169: 105-116 (2018) - [j5]Khanh T. P. Nguyen, Mitra Fouladirad, Antoine Grall:
New Methodology for Improving the Inspection Policies for Degradation Model Selection According to Prognostic Measures. IEEE Trans. Reliab. 67(3): 1269-1280 (2018) - 2017
- [j4]Khanh T. P. Nguyen, Thomas G. Yeung, Bruno Castanier:
Acquisition of new technology information for maintenance and replacement policies. Int. J. Prod. Res. 55(8): 2212-2231 (2017) - [j3]Khanh T. P. Nguyen, Julie Beugin, Marion Berbineau, Mohamed Kassab:
A New Analytical Approach to Evaluate the Critical-Event Probability Due to Wireless Communication Errors in Train Control Systems. IEEE Trans. Intell. Transp. Syst. 18(6): 1380-1392 (2017) - 2015
- [j2]Thi Phuong Khanh Nguyen, Julie Beugin, Juliette Marais:
Method for evaluating an extended Fault Tree to analyse the dependability of complex systems: Application to a satellite-based railway system. Reliab. Eng. Syst. Saf. 133: 300-313 (2015) - [c3]Khanh T. P. Nguyen, Julie Beugin, Marion Berbineau, Mohamed Kassab:
Analytical approach for evaluating LTE communication errors in train control application. ICC Workshops 2015: 2369-2374 - 2014
- [j1]Thi Phuong Khanh Nguyen, Bruno Castanier, Thomas G. Yeung:
Maintaining a system subject to uncertain technological evolution. Reliab. Eng. Syst. Saf. 128: 56-65 (2014) - [c2]Khanh T. P. Nguyen, Julie Beugin, Marion Berbineau, Mohamed Kassab:
Modelling Communication Based Train Control System for Dependability Analysis of the LTE Communication Network in Train Control Application. EMS 2014: 320-325 - 2013
- [c1]Thi Phuong Khanh Nguyen, Julie Beugin, Juliette Marais:
Dependability evaluation of a GNSS and ECS based localisation unit for railway vehicles. ITST 2013: 474-479
Coauthor Index
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