Kamal Medjaher

PROFESSEUR DES UNIVERSITES

ServiceDIRECTION DE LA FORMATION ET DE LA VIE ETUDIANTE
Téléphone0562442719
AdresseENIT - LGP. 47 Avenue d'Azereix, BP 1629 - 65016 Tarbes Cedex - France
Site webhttp://www.enit.fr

Activité

Research topics

  • Prognostics and Health Management
  • Predictive Maintenance
  • Fault detection, Fault diagnostics, Fault prognostics
  • Condition monitoring
  • Cyber-Physical Systems (CPS), Internet of Things (IoT)

Teaching activities

  • Prognostics and Health Management
  • Dependability
  • Performanbce assessment of industrial systems
  • Project management
  • Fault detection, Fault diagnostics, Fault prognostics

Responsabilities and scientific outreach

  • Supervision and co-supervision of 9 PhDs
  • Supervision of 3 Postdocs
  • Leader and co-deader of 10 research and development projects (Interreg, Region Franche-Comté and Occitanie, CIFRE, industrial projects...)
  • Member of the Editorial Board and Associate Editor (Review Manager) of the International Journal of Prognostics and Health Management (IJPHM)
  • Member of the IFAC Technical Committee 5.1 "Manufacturing Plant Control"
  • Member of IPC, TC and Organizing committees of different conferences (PHM Society, PHM China, AMEST, AIM, SAFEPROCESS, CoDIT...)
  • Reviewer for Journals (MSSP, RESS, JRR, EAAI, IEEE TR, IEEE TIE, CEP, IJPHM, JIMS...) and Conferences (IFAC WC, INCOM, SAFEPROCESS, PHM Society, IEEE PHM, CDC, CoDIT, AMEST...)
  • Chair and co-chair of sessions in different conferences (PHM Society, PHM China, SAFEPROCESS, CoDIT...)
  • Expertise of research projects (France, Belgium, Canada, Chili)
  • Expertise of PhD theses
  • Visits of foreign universities (USA, Italy, Belgium, England, Chili, Algeria) and invitation of Professors

Publications

The list of my recent publications is given below. For the complete list, please visit my google scholar webpage. Should you need a copy, please feel free to contact me (kamal.medjaher @ enit.fr).

Please visit also my Linkedin and my researchgate profiles.

Publications

1. This is an institutional or departmental repository. 2. OATAO (Open Archive Toulouse Archive Ouverte) holds all types of materials. 3. Papers may include: (a) unpublished pre-prints (not peer-reviewed) (b) final peer-reviewed drafts (post-prints) (c) published versions 4. Principal Languages: English; French

Health indicator construction for system health assessment in smart manufacturing

6 déc. 2019 12:15 - oatao: No conditions. Results ordered -Date Deposited.

Soualhi, Moncef and Nguyen, Thi Phuong Khanh and Medjaher, Kamal and Lebel, Denis and Cazaban-Loustaunau, David. Health indicator construction for system health assessment in smart manufacturing. (2019) In: 2019 Prognostics and System Health Management Conference, 2 May 2019 - 5 May 2019 (Paris, France).

Voir la publication en ligne

Data preparation and preprocessing for broadcast systems monitoring in PHM framework

6 déc. 2019 10:49 - oatao: No conditions. Results ordered -Date Deposited.

Sarih, Houda and Tchangani, Ayeley and Medjaher, Kamal and Péré, Eric. Data preparation and preprocessing for broadcast systems monitoring in PHM framework. (2019) In: 6th International Conference on Control, Decision and Information Technologies (CoDIT 2019), 23 April 2019 - 26 April 2019 (Paris, France).

Voir la publication en ligne

Uncertainty quantification in system-level prognostics: application to Tennessee Eastman process

5 déc. 2019 16:20 - oatao: No conditions. Results ordered -Date Deposited.

Tamssaouet, Ferhat and Nguyen, Thi Phuong Khanh and Medjaher, Kamal and Orchard, Marcos E.. Uncertainty quantification in system-level prognostics: application to Tennessee Eastman process. (2019) In: The sixth (6th) edition in the series of the International Conference on Control, Decision and Information Technologies - CODIT 2019, 23 April 2019 - 26 April 2019 (Paris, France).

Voir la publication en ligne

Model selection to improve multiple imputation for handling high rate missingness in a water quality dataset

7 mai 2019 08:08 - oatao: No conditions. Results ordered -Date Deposited.

Ratolojanahary, Romy and Houé Ngouna, Raymond and Medjaher, Kamal and Junca-Bourié, Jean and Dauriac, Fabien and Sebilo, Mathieu. Model selection to improve multiple imputation for handling high rate missingness in a water quality dataset. (2019) Expert Systems with Applications (131). 299-307. ISSN 0957-4174

Voir la publication en ligne

Health monitoring of bearing and gear faults by using a new health indicator extracted from current signals

24 avr. 2019 08:47 - oatao: No conditions. Results ordered -Date Deposited.

Soualhi, Moncef and Nguyen, Thi Phuong Khanh and Soualhi, Abdenour and Medjaher, Kamal and Hemsas, Kamel Eddine. Health monitoring of bearing and gear faults by using a new health indicator extracted from current signals. (2019) Measurement, 141. 37-51. ISSN 0263-2241

Voir la publication en ligne

A new dynamic predictive maintenance framework using deep learning for failure prognostics

16 avr. 2019 10:11 - oatao: No conditions. Results ordered -Date Deposited.

Nguyen, Thi Phuong Khanh and Medjaher, Kamal. A new dynamic predictive maintenance framework using deep learning for failure prognostics. (2019) Reliability Engineering and System Safety, 188. 251-262. ISSN 0951-8320

Voir la publication en ligne

Residual-based scheme for detection and characterization of faults in lithium-ion batteries

7 mars 2019 15:01 - oatao: No conditions. Results ordered -Date Deposited.

Rozas, Heraldo and Claveria, Ruben M. and Orchard, Marcos E. and Medjaher, Kamal. Residual-based scheme for detection and characterization of faults in lithium-ion batteries. (2018) In: IFAC SAFEPROCESS 2018, 31 August 2018 - 29 August 2018 (Warsaw, Poland).

Voir la publication en ligne

Analysis and comparison of multiple features for fault detection and prognostic in ball bearings

6 mars 2019 08:12 - oatao: No conditions. Results ordered -Date Deposited.

Nguyen, Thi Phuong Khanh and Khlaief, Amor and Medjaher, Kamal and Picot, Antoine and Maussion, Pascal and Tobon, Diego and Chauchat, Bertrand and Cheron, Regis. Analysis and comparison of multiple features for fault detection and prognostic in ball bearings. (2018) In: Fourth european conference of the prognostics and health management society 2018, 3 July 2018 - 6 July 2018 (Utrecht, Netherlands).

Voir la publication en ligne

System-level prognostics based on inoperability input-output model

5 mars 2019 14:05 - oatao: No conditions. Results ordered -Date Deposited.

Tamssaouet, Ferhat and Nguyen, Thi Phuong Khanh and Medjaher, Kamal. System-level prognostics based on inoperability input-output model. (2018) In: Annual conference of the prognostics and health management society 2018, 24 September 2018 - 27 September 2018 (Philadelphia, United States).

Voir la publication en ligne

Degradation-level assessment and online prognostics for sliding chair failure on point machines

1 mars 2019 09:07 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Camci, Fatih and Dersin, Pierre and Zerhouni, Noureddine. Degradation-level assessment and online prognostics for sliding chair failure on point machines. (2018) In: IFAC SAFEPROCESS 2018, August 2018 (Warsaw, Poland).

Voir la publication en ligne

Resiliency in distributed sensor networks for PHM of the monitoring targets

28 févr. 2019 16:39 - oatao: No conditions. Results ordered -Date Deposited.

Bahi, Jacques and Elghazel, Wiem and Guyeux, Christophe and Haddad, Madjid and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine. Resiliency in distributed sensor networks for PHM of the monitoring targets. (2018) The computer journal. ISSN 0010-4620

Voir la publication en ligne

Optimal path evolution in a dynamic distributed MEMS-based conveyor

28 févr. 2019 16:27 - oatao: No conditions. Results ordered -Date Deposited.

Skima, Haithem and Dedu, Eugen and Bourgeois, Julien and Varnier, Christophe and Medjaher, Kamal. Optimal path evolution in a dynamic distributed MEMS-based conveyor. (2016) In: International Conference on Dependability and Complex Systems 2016, 27 June 2016 - 1 July 2016 (Brunów, Poland).

Voir la publication en ligne

A new adaptive prognostics approach based on hybrid feature selection with application to point machine monitoring

27 févr. 2019 15:52 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Dersin, Pierre and Zerhouni, Noureddine and Camci, Fatih. A new adaptive prognostics approach based on hybrid feature selection with application to point machine monitoring. (2018) In: Annual Conference of the Prognostics and Health Management Society 2018, September 2018 (Philadelphia, United States).

Voir la publication en ligne

An approach to Prognosis-Decision-Making for route calculation of an electric vehicle considering stochastic traffic information

27 févr. 2019 13:31 - oatao: No conditions. Results ordered -Date Deposited.

Rozas, Heraldo and Munoz-Carpintero, Diego and Perez, Aramis and Medjaher, Kamal and Orchard, Marcos. An approach to Prognosis-Decision-Making for route calculation of an electric vehicle considering stochastic traffic information. (2018) In: Fourth european conference of the prognostics and health management society 2018, 3 July 2018 - 6 July 2018 (Utrecht, Netherlands).

Voir la publication en ligne

Critical components identification based on experience feedback data in the framework of PHM

27 févr. 2019 08:04 - oatao: No conditions. Results ordered -Date Deposited.

Sarih, Houda and Tchangani, Ayeley and Medjaher, Kamal and Péré, Eric. Critical components identification based on experience feedback data in the framework of PHM. (2018) In: 16th IFAC symposium on information control problems in manufacturing - INCOM 2018, 11 June 2018 - 13 June 2018 (Bergame, Italy).

Voir la publication en ligne

Railway point machine prognostics based on feature fusion and health state assessment

26 févr. 2019 15:07 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Camci, Fatih and Dersin, Pierre and Zerhouni, Noureddine. Railway point machine prognostics based on feature fusion and health state assessment. (2018) IEEE Transactions on Instrumentation and Measurement. 1-14. ISSN 0018-9456

Voir la publication en ligne

PHM survey: implementation of signal processing methods for monitoring bearings and gearboxes

26 févr. 2019 14:05 - oatao: No conditions. Results ordered -Date Deposited.

Soualhi, Abdenour and Hawwari, Yasmine and Medjaher, Kamal and Clerc, Guy and Razik, Hubert and Guillet, François. PHM survey: implementation of signal processing methods for monitoring bearings and gearboxes. (2018) International Journal of Prognostics and Health Management, 9 (2). ISSN 2153-2648

Voir la publication en ligne

Condition monitoring and prediction of solution quality during a copper electroplating process

22 févr. 2019 09:05 - oatao: No conditions. Results ordered -Date Deposited.

Granados, Gerardo Emanuel and Lacroix, Loïc and Medjaher, Kamal. Condition monitoring and prediction of solution quality during a copper electroplating process. (2018) Journal of Intelligent Manufacturing. 1-16. ISSN 0956-5515

Voir la publication en ligne

A hybrid prognostics approach for MEMS: From real measurements to remaining useful life estimation

20 févr. 2019 15:29 - oatao: No conditions. Results ordered -Date Deposited.

Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Dedu, Eugen and Bourgeois, Julien. A hybrid prognostics approach for MEMS: From real measurements to remaining useful life estimation. (2016) Microelectronics Reliability, 65. 79-88. ISSN 0026-2714

Voir la publication en ligne

Integrated maintenance and mission planning using remaining useful life information

13 févr. 2019 14:15 - oatao: No conditions. Results ordered -Date Deposited.

Camci, Fatih and Medjaher, Kamal and Atamuradov, Vepa and Berdinyazov, Ashyrmuhammet. Integrated maintenance and mission planning using remaining useful life information. (2018) Engineering Optimization. ISSN 0305-215X

Voir la publication en ligne

Feature selection and fault‐severity classification–based machine health assessment methodology for point machine sliding‐chair degradation

13 févr. 2019 10:52 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Camci, Fatih and Zerhouni, Noureddine and Dersin, Pierre and Lamoureux, Benjamin. Feature selection and fault‐severity classification–based machine health assessment methodology for point machine sliding‐chair degradation. (2019) Quality and Reliability Engineering International. 1-19. ISSN 0748-8017

Voir la publication en ligne

Combining gradient ascent search and support vector machines for effective autofocus of a field emission–scanning electron microscope

13 févr. 2019 10:48 - oatao: No conditions. Results ordered -Date Deposited.

Dembélé, Sounkalo and Lehmann, Olivier and Medjaher, Kamal and Marturi, Naresh and Piat, Nadine. Combining gradient ascent search and support vector machines for effective autofocus of a field emission–scanning electron microscope. (2016) Journal of Microscopy, 264 (1). 1-9. ISSN 0022-2720

Voir la publication en ligne

Reliable diagnostics using wireless sensor networks

12 févr. 2019 14:34 - oatao: No conditions. Results ordered -Date Deposited.

Bahi, Jacques and Elghazel, Wiem and Guyeux, Christophe and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine. Reliable diagnostics using wireless sensor networks. (2019) Computers in Industry, 104. 103-115. ISSN 0166-3615

Voir la publication en ligne

Prognostics and health management for an overhead contact line system - A review

5 sept. 2018 07:59 - oatao: No conditions. Results ordered -Date Deposited.

Brahimi, Mehdi and Medjaher, Kamal and Leouatni, Mohammed and Zerhouni, Noureddine. Prognostics and health management for an overhead contact line system - A review. (2017) International Journal of Prognostics and Health Management, 8. ISSN 2153-2648

Voir la publication en ligne

Prognostics and health management for maintenance practitioners - Review, implementation and tools evaluation

15 mars 2018 12:26 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Dersin, Pierre and Lamoureux, Benjamin and Zerhouni, Noureddine. Prognostics and health management for maintenance practitioners - Review, implementation and tools evaluation. (2017) International Journal of Prognostics and Health Management, 8 (060). 1-31. ISSN 2153-2648

Voir la publication en ligne

Critical Components Selection for a Prognostics and Health Management System Design: an Application to an Overhead Contact System

15 déc. 2017 15:32 - oatao: No conditions. Results ordered -Date Deposited.

Brahimi, Mehdi and Medjaher, Kamal and Leouatni, Mohammed and Zerhouni, Noureddine. Critical Components Selection for a Prognostics and Health Management System Design: an Application to an Overhead Contact System. (2017) In: Proceedings of Annual Conference of the Prognostics and Health Management Society 2016, 3 October 2016 - 6 October 2016 (Denver, USA, United States).

Voir la publication en ligne

Development of a prognostics and health management system for the railway infrastructure – Review and methodology

6 déc. 2017 10:07 - oatao: No conditions. Results ordered -Date Deposited.

Brahimi, Mehdi and Medjaher, Kamal and Leouatni, Mohammed and Zerhouni, Noureddine. Development of a prognostics and health management system for the railway infrastructure – Review and methodology. (2016) In: Prognostics and System Health Management Conference (PHM-Chengdu), 19 October 2016 - 21 October 2016 (Chengdu, China).

Voir la publication en ligne

Fault prognostics of micro-electro-mechanical systems using particle filtering

6 déc. 2017 08:47 - oatao: No conditions. Results ordered -Date Deposited.

Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Dedu, Eugen and Bourgeois, Julien and Zerhouni, Noureddine. Fault prognostics of micro-electro-mechanical systems using particle filtering. (2016) In: IFAC AMEST 2016, 19 October 2016 - 21 October 2016 (Biarritz, France).

Voir la publication en ligne

Experimental monitoring data for prognostics and health management of MEMS

5 déc. 2017 14:51 - oatao: No conditions. Results ordered -Date Deposited.

Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Zerhouni, Noureddine. Experimental monitoring data for prognostics and health management of MEMS. (2017) In: CoDIT 2017, 4th InternationaConference on Control, Decision and Information Technologies, 5 April 2017 - 7 April 2017 (Barcelona, Spain).

Voir la publication en ligne

Fault detection by segment evaluation based on inferential statistics for asset monitoring

1 déc. 2017 10:08 - oatao: No conditions. Results ordered -Date Deposited.

Atamuradov, Vepa and Medjaher, Kamal and Lamoureux, Benjamin and Dersin, Pierre and Zerhouni, Noureddine. Fault detection by segment evaluation based on inferential statistics for asset monitoring. (2017) In: Annual Conference of the Prognostics and Health Management Society 2017, 30 September 2017 - 5 October 2017 (St. Petersburg, Florida, United States).

Voir la publication en ligne

A SAW wireless sensor network platform for industrial predictive maintenance

1 déc. 2017 08:47 - oatao: No conditions. Results ordered -Date Deposited.

Ossété Gombé, Bérenger and Goavec Mérou, Gwenhael and Breschi, Karla and Guyennet, Hervé and Friedt, Jean-Michel and Felea, Violeta and Medjaher, Kamal. A SAW wireless sensor network platform for industrial predictive maintenance. (2017) Journal of Intelligent Manufacturing. 1-12. ISSN 0956-5515

Voir la publication en ligne

Post-prognostics decision making in distributed MEMS-based systems

30 nov. 2017 10:20 - oatao: No conditions. Results ordered -Date Deposited.

Skima, Haithem and Varnier, Christophe and Dedu, Eugen and Medjaher, Kamal and Bourgeois, Julien. Post-prognostics decision making in distributed MEMS-based systems. (2017) Journal of Intelligent Manufacturing. 1-12. ISSN 0956-5515

Voir la publication en ligne

A PHM System Approach: Application to a Simplified Aircraft Bleed System

14 avr. 2016 13:28 - oatao: No conditions. Results ordered -Date Deposited.

Maitre, Josselin and Sen Gupta, Jayant and Medjaher, Kamal and Zerhouni, Noureddine. A PHM System Approach: Application to a Simplified Aircraft Bleed System. (2016) In: 2016 IEEE Aerospace Conference, 5 March 2016 - 12 March 2016 (Big Sky, United States).

Voir la publication en ligne

Contactez l'ENI de Tarbes

47, avenue d'Azereix - BP 1629 - 65016 Tarbes CEDEX

+33 (0)5 62 44 27 00

  • Région Occitanie
  • Erasmus +
  • Logo midisup
  • Logo CGE
  • Logo UTFTMP
  • Logo CTI
  • Logo CDEFI
  • Logo MENESR
  • Bienvenue en France
  • certification_FCU_N_FdC
  • EUR-ACE