Khanh T. P. Nguyen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Top Venues

Reliab. Eng. Syst. Saf.

J. Intell. Manuf.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
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) (2023)
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) (2023)
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)
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 (2022)
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) (2021)
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) (2021)
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) (2021)
Khanh T. P. Nguyen, Kamal Medjaher
A new dynamic predictive maintenance framework using deep learning for failure prognostics. Reliab. Eng. Syst. Saf. 188 (2019)
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) (2019)
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 (2019)
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) (2018)
Khanh T. P. Nguyen, Mitra Fouladirad, Antoine Grall
Model selection for degradation modeling and prognosis with health monitoring data. Reliab. Eng. Syst. Saf. 169 (2018)
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) (2017)
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) (2017)
Khanh T. P. Nguyen, Julie Beugin, Marion Berbineau, Mohamed Kassab
Analytical approach for evaluating LTE communication errors in train control application. ICC Workshops (2015)
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)