| A new dynamic predictive maintenance framework using deep learning for failure prognostics KTP Nguyen, K Medjaher Reliability Engineering & System Safety 188, 251-262, 2019 | 306 | 2019 |
| Health monitoring of bearing and gear faults by using a new health indicator extracted from current signals M Soualhi, KTP Nguyen, A Soualhi, K Medjaher, KE Hemsas Measurement 141, 37-51, 2019 | 92 | 2019 |
| Method for evaluating an extended Fault Tree to analyse the dependability of complex systems: Application to a satellite-based railway system TPK Nguyen, J Beugin, J Marais Reliability Engineering & System Safety 133, 300-313, 2015 | 81 | 2015 |
| Joint optimization of monitoring quality and replacement decisions in condition-based maintenance KTP Nguyen, P Do, KT Huynh, C Bérenguer, A Grall Reliability Engineering & System Safety 189, 177-195, 2019 | 70 | 2019 |
| Model selection for degradation modeling and prognosis with health monitoring data KTP Nguyen, M Fouladirad, A Grall Reliability Engineering & System Safety 169, 105-116, 2018 | 69 | 2018 |
| Optimal maintenance and replacement decisions under technological change with consideration of spare parts inventories TPK Nguyen, TG Yeung, B Castanier International Journal of Production Economics 143 (2), 472-477, 2013 | 65 | 2013 |
| A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines KTP Nguyen, K Medjaher, DT Tran Artificial Intelligence Review 56 (4), 3659-3709, 2023 | 63 | 2023 |
| Pattern recognition method of fault diagnostics based on a new health indicator for smart manufacturing M Soualhi, KTP Nguyen, K Medjaher Mechanical Systems and Signal Processing 142, 106680, 2020 | 58 | 2020 |
| An automated health indicator construction methodology for prognostics based on multi-criteria optimization KTP Nguyen, K Medjaher ISA transactions 113, 81-96, 2021 | 52 | 2021 |
| Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems KTP Nguyen, K Medjaher, C Gogu Reliability Engineering & System Safety 222, 108383, 2022 | 42 | 2022 |
| Analysis and comparison of multiple features for fault detection and prognostic in ball bearings TPK Nguyen, A Khlaief, K Medjaher, A Picot, P Maussion, D Tobon, ... Fourth european conference of the prognostics and health management society …, 2018 | 36 | 2018 |
| RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques M Barbieri, KTP Nguyen, R Diversi, K Medjaher, A Tilli Journal of Intelligent Manufacturing 32 (5), 1421-1440, 2021 | 25 | 2021 |
| New methodology for improving the inspection policies for degradation model selection according to prognostic measures KTP Nguyen, M Fouladirad, A Grall IEEE Transactions on Reliability 67 (3), 1269-1280, 2018 | 24 | 2018 |
| Adaptive prognostics in a controlled energy conversion process based on long-and short-term predictors M Soualhi, M El Koujok, KTP Nguyen, K Medjaher, A Ragab, H Ghezzaz, ... Applied Energy 283, 116049, 2021 | 23 | 2021 |
| Physics-informed machine learning in prognostics and health management: State of the art and challenges D Weikun, KTP Nguyen, K Medjaher, G Christian, J Morio Applied Mathematical Modelling 124, 325-352, 2023 | 22 | 2023 |
| System-level prognostics under mission profile effects using inoperability input–output model F Tamssaouet, KTP Nguyen, K Medjaher IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (8), 4659-4669, 2019 | 21 | 2019 |
| Feature engineering for ball bearing combined-fault detection and diagnostic A Khlaief, K Nguyen, K Medjaher, A Picot, P Maussion, D Tobon, ... 2019 IEEE 12th international symposium on diagnostics for electrical …, 2019 | 17 | 2019 |
| Acquisition of new technology information for maintenance and replacement policies KTP Nguyen, T Yeung, B Castanier International Journal of Production Research 55 (8), 2212-2231, 2017 | 17 | 2017 |
| Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations M Soualhi, KTP Nguyen, K Medjaher, D Lebel, D Cazaban Journal of Intelligent Manufacturing 34 (4), 1743-1759, 2023 | 14 | 2023 |
| A new analytical approach to evaluate the critical-event probability due to wireless communication errors in train control systems KTP Nguyen, J Beugin, M Berbineau, M Kassab IEEE Transactions on Intelligent Transportation Systems 18 (6), 1380-1392, 2016 | 14 | 2016 |
Kamal MedjaherFull Professor, ENIT Tarbes, Université Fédérale Toulouse Midi-PyrénéesVerified email at enit.fr
