Kamal Medjaher

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 37

Top Topics

Health Management

Rotating Machinery

Sensor Networks

Top Venues

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)
David Latil, Raymond Houé Ngouna, Kamal Medjaher, Stéphane Lhuisset
Robust Data-Driven Fault Diagnostics for Rotating Machinery Operating under Varying Working Conditions. CoDIT (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)
M. 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)
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)
Gerardo Emanuel Granados, Loïc Lacroix, Kamal Medjaher
Condition monitoring and prediction of solution quality during a copper electroplating process. J. Intell. Manuf. 31 (2) (2020)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics. J. Signal Process. Syst. 92 (6) (2020)
Raymond Houé Ngouna, Romy Ratolojanahary, Kamal Medjaher, Fabien Dauriac, Mathieu Sebilo, Jean Junca-Bourié
A data-driven method for detecting and diagnosing causes of water quality contamination in a dataset with a high rate of missing values. Eng. Appl. Artif. Intell. 95 (2020)
Khanh T. P. Nguyen, Kamal Medjaher
A new dynamic predictive maintenance framework using deep learning for failure prognostics. Reliab. Eng. Syst. Saf. 188 (2019)
Bérenger Ossété Gombé, Gwenhael Goavec-Mérou, Karla Breschi, Hervé Guyennet, Jean-Michel Friedt, Violeta Felea, Kamal Medjaher
A SAW wireless sensor network platform for industrial predictive maintenance. J. Intell. Manuf. 30 (4) (2019)
Houda Sarih, Ayeley P. Tchangani, Kamal Medjaher, Eric Pere
Data preparation and preprocessing for broadcast systems monitoring in PHM framework. CoDIT (2019)
Haithem Skima, Christophe Varnier, Eugen Dedu, Kamal Medjaher, Julien Bourgeois
Post-prognostics decision making in distributed MEMS-based systems. J. Intell. Manuf. 30 (3) (2019)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Reliable diagnostics using wireless sensor networks. Comput. Ind. 104 (2019)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Pierre Dersin, Noureddine Zerhouni
Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment. IEEE Trans. Instrum. Meas. 68 (8) (2019)
Romy Ratolojanahary, Raymond Houé Ngouna, Kamal Medjaher, Jean Junca-Bourié, Fabien Dauriac, Mathieu Sebilo
Model selection to improve multiple imputation for handling high rate missingness in a water quality dataset. Expert Syst. Appl. 131 (2019)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation. Qual. Reliab. Eng. Int. 35 (4) (2019)
Ferhat Tamssaouet, Thi Phuong Khanh Nguyen, Kamal Medjaher, Marcos E. Orchard
Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process. CoDIT (2019)
Wiem Elghazel, Kamal Medjaher, Nourredine Zerhouni, Jacques M. Bahi, Ahmad Farhat, Christophe Guyeux, Mourad Hakem
Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks. CoRR (2017)
Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Dependability of Sensor Networks for Industrial Prognostics and Health Management. CoRR (2017)
Haithem Skima, Kamal Medjaher, Christophe Varnier, Noureddine Zerhouni
Experimental monitoring data for prognostics and health management of MEMS. CoDIT (2017)
A. Mosallam, Kamal Medjaher, Noureddine Zerhouni
Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction. J. Intell. Manuf. 27 (5) (2016)
Haithem Skima, Kamal Medjaher, Christophe Varnier, Eugen Dedu, Julien Bourgeois
A hybrid prognostics approach for MEMS: From real measurements to remaining useful life estimation. Microelectron. Reliab. 65 (2016)
Haithem Skima, Eugen Dedu, Julien Bourgeois, Christophe Varnier, Kamal Medjaher
Optimal Path Evolution in a Dynamic Distributed MEMS-Based Conveyor. DepCoS-RELCOMEX (2016)
M. C. Sekkal, Nasreddine Berrached, Kamal Medjaher, Christophe Varnier
Skeleton of a generic approach for the generation of health indicators of physical systems. CIST (2016)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets. Comput. J. 59 (2) (2016)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher, Nourredine Zerhouni
Resiliency in Distributed Sensor Networks for PHM of the Monitoring Targets. CoRR (2016)
Abdenour Soualhi, Kamal Medjaher, Noureddine Zerhouni
Bearing Health Monitoring Based on Hilbert-Huang Transform, Support Vector Machine, and Regression. IEEE Trans. Instrum. Meas. 64 (1) (2015)
Haithem Skima, Kamal Medjaher, Christophe Varnier, Nourredine Zerhouni, Eugen Dedu, Julien Bourgeois
Accelerated lifetime tests and failure analysis of an electro-thermally actuated MEMS valve. ICM (2015)
Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Dependability of wireless sensor networks for industrial prognostics and health management. Comput. Ind. 68 (2015)
Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Saïd Rechak
Health assessment and life prediction of cutting tools based on support vector regression. J. Intell. Manuf. 26 (2) (2015)
Kamal Medjaher, Haithem Skima, Noureddine Zerhouni
Condition assessment and fault prognostics of microelectromechanical systems. Microelectron. Reliab. 54 (1) (2014)
Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Saïd Rechak
Remaining useful life estimation based on nonlinear feature reduction and support vector regression. Eng. Appl. Artif. Intell. 26 (7) (2013)
Kamal Medjaher, Noureddine Zerhouni, J. Baklouti
Data-driven prognostics based on health indicator construction: Application to PRONOSTIA's data. ECC (2013)
Fatih Camci, Kamal Medjaher, Noureddine Zerhouni, Patrick Nectoux
Feature Evaluation for Effective Bearing Prognostics. Qual. Reliab. Eng. Int. 29 (4) (2013)
Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models. IEEE Trans. Reliab. 61 (2) (2012)
Kamal Medjaher, Diego Alejandro Tobon-Mejia, Noureddine Zerhouni
Remaining Useful Life Estimation of Critical Components With Application to Bearings. IEEE Trans. Reliab. 61 (2) (2012)
Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic. CASE (2010)
Kamal Medjaher, Arun K. Samantaray, Belkacem Ould Bouamama
Bond graph model of a vertical U-tube steam condenser coupled with a heat exchanger. Simul. Model. Pract. Theory 17 (1) (2009)
Arun K. Samantaray, Sanjoy K. Ghoshal, Kamal Medjaher, Belkacem Ould Bouamama
Reconfiguration of an industrial steam generator using bond graph modelling. Int. J. Model. Identif. Control. 2 (2) (2007)
Arun K. Samantaray, Kamal Medjaher, Belkacem Ould Bouamama, Marcel Staroswiecki, Geneviève Dauphin-Tanguy
Diagnostic bond graphs for online fault detection and isolation. Simul. Model. Pract. Theory 14 (3) (2006)
Kamal Medjaher, Rochdi Merzouki, Belkacem Ould Bouamama
Model Based Fault Detection of Backlash in Mechatronic Test Bench. CDC (2006)
Arun K. Samantaray, Kamal Medjaher, Belkacem Ould Bouamama, Marcel Staroswiecki, Geneviève Dauphin-Tanguy
Component-Based Modelling of Thermofluid Systems for Sensor Placement and Fault Detection. Simul. 80 (7-8) (2004)