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Kamal MEDJAHER

Photo_Medjaher Associate Professor

Département Automatique et Systèmes Micro-Mécatroniques
Group : PHM

Associate Professor

Kamal Medjaher received his PhD in control and industrial computing from University of Lille 1 (LAGIS laboratory) in 2005. During his PhD thesis, he worked in the field of fault diagnosis and supervision.In September 2006, he joined the national high school of mechanics and microtechniques of Besançon (ENSMM) as Associate Professor. His main teaching activities are concerned with control, fault diagnosis and fault prognosis domains. Nowadays, he is working on the development of fault prognosis procedures.

You can find here my publication list. If you want to obtain a copy of one of them and you can not obtain it otherwise, please contact me.

Publication list :

Category article
2016
  • Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets
    The Computer Journal (Volume 59, Issue (2), 2016, Pages :275--284)
    Bahi, Jacques | Elghazel, Wiem | Guyeux, Christophe | Haddad, Mohammed | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
2015
  • Bearing Health monitoring based on Hilbert-Huang Transform, Support Vector Machine and Regression.
    IEEE Transactions on Instrumentation and Measurement (Volume 64, Issue (1), jul 2015, Pages :52-62)
    Soualhi, Abdenour | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | doi | bibtex
  • Dependability of wireless sensor networks for industrial prognostics and health management
    Computers in industry (Volume 68, apr 2015, Pages :1 - 15)
    Elghazel, Wiem | Bahi, Jacques | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | doi | bibtex
2014
  • Condition Assessment and Fault Prognostics of Microelectromechanical Systems.
    Journal of Microelectronics Reliability. (Volume 54, Issue (1), jan 2014, Pages :143-151)
    Medjaher, Kamal | Skima, Haithem | Zerhouni, Noureddine
    ressource | doi | bibtex
  • Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction.
    Journal of Intelligent Manufacturing (jun 2014, Pages pp 1-20)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | doi | bibtex
2013
  • Hybrid prognostic method applied to mechatronic systems.
    International Journal of Advanced Manufacturing Technology (may 2013, Pages pp 1-20)
    Medjaher, Kamal | Zerhouni, Noureddine
    ressource | doi | bibtex
  • Health Assessment and Life Prediction of cutting tools based on support vector regression.
    Journal of Intelligent Manufacturing (apr 2013, Pages pp 1-19)
    Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
    ressource | doi | bibtex
  • Remaining useful life estimation based on nonlinear feature reduction and support vector regression
    Engineering Applications of Artificial Intelligence (Volume 7, Issue (26), aug 2013, Pages :1751 - 1760)
    Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
    ressource | doi | bibtex
  • Nonparametric time series modelling for industrial prognostics and health management.
    International Journal of Advanced Manufacturing Technology (jul 2013, Pages pp 1-25)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
  • Framework for a hybrid prognostics.
    Chemical Engineering Transactions (Volume 33, sep 2013, Pages :91-96)
    Medjaher, Kamal | Zerhouni, Noureddine
    ressource | doi | bibtex
  • Bayesian approach for remaining useful life prediction.
    Chemical Engineering Transactions (Volume 33, sep 2013, Pages :139-144)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
2012
  • CNC Machine Tool's wear diagnostic and prognostic by using dynamic bayesian networks.
    Journal of Mechanical Systems and Signal Processing (Volume 28, Apr 2012, Pages :167-182)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • Feature Evaluation for Effective Bearing Prognostics.
    Quality and Reliability Engineering International (Mar 2012, Pages pp 1-15)
    Camci, Fatih | Medjaher, Kamal | Zerhouni, Noureddine | Nectoux, Patrick
    ressource | bibtex
  • Remaining useful life estimation of critical components with application to bearings.
    IEEE Transactions on Reliability (Volume 61, Issue (2), 2012, Pages :292-302)
    Medjaher, Kamal | Tobon Mejia, Diego Alejandro | Zerhouni, Noureddine
    doi | bibtex
  • A data-driven failure prognostics method based on mixture of gaussians hidden markov models
    IEEE Transactions on Reliability (Volume 61, Issue (2), 2012, Pages :491-503)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
    doi | bibtex
Category incollection
2011
  • Chapter 2 : Prognostics. Part : Industrial Prognostic - An Overview.
    Maintenance Modelling and Applications. (Publisher : WSEAS Transaction on Biology and Biomedicine / , Editor : J. Andrews, CH. Bérenguer and L. Jackson, Volume , Issue , Edition : , Series , Chapter , 2011, Pages 10-30, )
    Gouriveau, Rafael | Medjaher, Kamal
    ressource | bibtex
  • A bond graph model-based fault detection and isolation.
    Maintenance Modelling and Applications. Chapter 6 : Fault Diagnostics. (Publisher : / , Editor : J. Andrews, CH. B{\'e}renguer and L. Jackson, Volume , Issue , Edition : , Series , Chapter , 2011, Pages 503-512, )
    Medjaher, Kamal
    ressource | bibtex
Category inproceedings
2016
  • Optimal Path Evolution in a Dynamic Distributed MEMS-based Conveyor
    DepCoS-RELCOMEX 2016, Int. Conf. on Dependability and Complex Systems / Brunow Palace, Poland (Publisher : Springer, 2016, Pages pages 13 pages)
    Skima, Haithem | Dedu, Eugen | Bourgeois, Julien | Varnier, Christophe | Medjaher, Kamal
    bibtex
2015
  • Hybrid prognostic approach for Micro-Electro-Mechanical Systems.
    IEEE Aerospace Conference / Big Sky, Montana, USA (2015, Pages pages 1--8)
    Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Dedu, Eugen | Bourgeois, Julien
    ressource | bibtex
  • Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks
    IEEE AEROSPACE CONFERENCE, 2015. / Big Sky, Montana, USA (2015, Pages pages 1-9)
    Elghazel, Wiem | Bahi, Jacques | Farhat, Ahmad | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • Prognostics and Health Management Based on Dependable Wireless Sensor Networks
    SENSORNETS 2015, 4th Int. Conf. on Sensor Networks / Angers, France (2015, Pages pages ***--***)
    Elghazel, Wiem | Bahi, Jacques | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
    bibtex
  • An Integrated Data-driven Prognostics Approach: from Critical Components Identification to Remaining Useful life Prediction.
    First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing) (2015, Pages pages 1-48)
    Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • Accelerated Lifetime Tests and Failure Analysis of an Electro-thermally Actuated {MEMS} Valve
    IEEE-ICM 2015, 27th Int. Conf. on Microelectronics / Casablanca, Morocco (Publisher : IEEE, 2015, Pages pages 4 pages)
    Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine | Dedu, Eugen | Bourgeois, Julien
    bibtex
  • Continuous validation of the PHM function in aircraft industry.
    First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing), / Beijing - CHINE (Publisher : IEEE, 2015, Pages pages 1-7)
    Gupta, Jayant Sen | Trinquier, Christian | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
  • Component based data-driven prognostics for complex systems: Methodology and applications.
    First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing / Beijing - CHINE (Publisher : IEEE, 2015, Pages pages 1-7)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
  • Prognostics of Health Status of Multi-component Systems With Degradation Interactions.
    6th International Conference on Industrial Engineering and Systems Management, IESM'15. / Seville - ESPAGNE (Publisher : IEEE, 2015, Pages pages 870-875)
    HAFSA, Wael | Morello, Brigitte | Varnier, Christophe | Medjaher, Kamal | Zerhouni, Noureddine
    doi | bibtex
2014
  • Integrated Bayesian Framework for Remaining Useful Life Prediction.
    IEEE International Conference on Prognostics and Health Management, PHM'2014. / Spokane (2014, Pages pages 1-6)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • Accelerated life tests for prognostic and health management of MEMS devices.
    Second European Conference of the Prognostics and Health Management Society, PHM Society'2014. / Nantes (2014, Pages pages 1-7)
    Skima, Haithem | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • Dependable wireless sensor networks for prognostics and health management : a survey.
    Annual Conference of the Prognostics and Health Management Society, PHM'14, / Fort Worth - Texas - USA (Volume 68, 2014, Pages pages 1-15)
    Elghazel, Wiem | Medjaher, Kamal | Guyeux, Christophe | Hakem, Mourad | Zerhouni, Noureddine | Bahi, Jacques
    ressource | bibtex
2013
  • Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.
    European Control Conference, ECC'13. (2013, Pages pages 1451-1456)
    Medjaher, Kamal | Zerhouni, Noureddine | Baklouti, Jihène
    bibtex
2012
  • Feature extraction and evaluation for Health Assessment and Failure prognostics.
    First European Conference of the Prognostics and Health Management Society. / Dresden, Allemagne (Publisher : ENTCS, Electronic Notes in Theoretical Computer Science, special issue on FACS'05 selected best papers, Volume Site internet de la conf{\'e}rence., Issue https://www.phmsociety.org/events/conference/europhm/12/proceedings, 2012, Pages pages 111-116)
    Medjaher, Kamal | Camci, Fatih | Zerhouni, Noureddine
    ressource | bibtex
  • PRONOSTIA : An experimental platform for bearings accelerated degradation tests.
    Conference on Prognostics and Health Management. / Denver, Colorado, {\'E}tats-Unis (Publisher : Special Issue of GVIP, International Journal on Graphics, Vision and Image Processing, Volume sur CD ROM, 2012, Pages pages 1-8)
    Nectoux, Patrick | Gouriveau, Rafael | Medjaher, Kamal | Ramasso, Emmanuel | Morello, Brigitte | Zerhouni, Noureddine | Varnier, Christophe
    ressource | bibtex
  • Unsupervised Trend Extraction for Prognostics and Condition Assessment.
    2nd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology, (AMEST'2013) (2012, Pages pages 1-6)
    Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
2011
  • Hidden Markov models for failure diagnostic and prognostic.
    Prognostics and System Health Management. / Shenzhen, Chine (Publisher : RAIRO, Theoretical Informatics and Applications, Issue sur Cl{\'e} USB, 2011, Pages pages 1-8)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
    ressource | bibtex
  • Estimation of the remaining useful life by using Wavelet Packet Decomposition and HMMs.
    IEEE Aerospace Conference AIAA. / Big Sky - Montana, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 1-10)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
    ressource | bibtex
  • CNC machine tool health assessment using Dynamic Bayesian Networks.
    18th World Congress of the International Federation of Automatic Control, IFAC'11. / Milan - Italie (2011, Pages pages 1-6)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
    bibtex
2010
  • The ISO 13381-1 Standard's failure prognostics process through an example.
    IEEE Prognostics & System Health Management Conference, PHM'2010. / Macau, Chine (Volume sur CD ROM, 2010, Pages pages 11 pages)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
    ressource | bibtex
  • A mixture of gaussians hidden markov model for failure diagnostic and prognostic.
    6th Annual IEEE Conference on Automation Science and Engineering, CASE'10. / Toronto, Canada (Volume sur CD ROM, 2010, Pages pages 338-343)
    Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
    ressource | bibtex