Khanh T. P. Nguyen
Orcid: 0000-0001-8184-8238
According to our database1,
Khanh T. P. Nguyen
authored at least 31 papers
between 2013 and 2024.
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Bibliography
2024
Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models.
Expert Syst. Appl., 2024
Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors.
Eng. Appl. Artif. Intell., 2024
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration.
Eng. Appl. Artif. Intell., 2024
Physics informed machine learning model for inverse dynamics in robotic manipulators.
Appl. Soft Comput., 2024
A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics.
Proceedings of the 10th International Conference on Control, 2024
Bridging expert knowledge and sensor measurements for machine fault quantification with large language models.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2024
2023
Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators.
Comput. Ind., October, 2023
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects.
Adv. Eng. Informatics, October, 2023
Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations.
J. Intell. Manuf., April, 2023
Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations.
J. Intell. Manuf., April, 2023
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines.
Artif. Intell. Rev., April, 2023
Dealing with prognostics uncertainties: Combination of direct and recursive remaining useful life estimations.
Comput. Ind., 2023
2022
Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems.
Reliab. Eng. Syst. Saf., 2022
Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator.
Proceedings of the 8th International Conference on Control, 2022
Solving Time Alignment Issue of Multimodal Data for Accurate Prognostics with CNN-Transformer-LSTM Network.
Proceedings of the 8th International Conference on Control, 2022
2021
System-Level Prognostics Under Mission Profile Effects Using Inoperability Input-Output Model.
IEEE Trans. Syst. Man Cybern. Syst., 2021
IEEE Syst. J., 2021
RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques.
J. Intell. Manuf., 2021
2019
A new dynamic predictive maintenance framework using deep learning for failure prognostics.
Reliab. Eng. Syst. Saf., 2019
Joint optimization of monitoring quality and replacement decisions in condition-based maintenance.
Reliab. Eng. Syst. Saf., 2019
Application of fuzzy theory for identifying the required availability of an autonomous localization unit in European Train Control System.
J. Intell. Transp. Syst., 2019
Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process.
Proceedings of the 6th International Conference on Control, 2019
2018
New Methodology for Improving the Inspection Policies for Degradation Model Selection According to Prognostic Measures.
IEEE Trans. Reliab., 2018
Reliab. Eng. Syst. Saf., 2018
2017
A New Analytical Approach to Evaluate the Critical-Event Probability Due to Wireless Communication Errors in Train Control Systems.
IEEE Trans. Intell. Transp. Syst., 2017
Int. J. Prod. Res., 2017
2015
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., 2015
Analytical approach for evaluating LTE communication errors in train control application.
Proceedings of the IEEE International Conference on Communication, 2015
2014
Reliab. Eng. Syst. Saf., 2014
Modelling Communication Based Train Control System for Dependability Analysis of the LTE Communication Network in Train Control Application.
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014
2013
Dependability evaluation of a GNSS and ECS based localisation unit for railway vehicles.
Proceedings of the 13th International Conference on ITS Telecommunications, 2013