Denis
BERDJAG

  • Bâtiment Malvache
    Bureau 111
  • Observer design
  • Nonlinear systems
  • Hybrid Systems
  • Human-Machine Systems
  • Fault Detection Isolation & Estimation
  • Fault Diagnosis
  • Fault Tolerant Control
  • Data Fusion

Fonctions actuelles

    In laboratory

  • 2017- :
    INOPME Research staff member
  • In university

  • 2010- :
    Associate Professor in Automatic Control
  • 2016- :
    University International Relations Staff member (responible of Fed. of Russia and Eastern Europe regions)
  • 2014-2016 :
    Teaching Manager of the DIPLAST professionnal license
  • 2016- :
    Director of the DIPLAST professionnal license
  • National

  • 2015- :
    Member of CNU 61st section
  • 2014- :
    co-animator of the ASHM GDR-MACS Workgroup
    (Automatic Control & Human Machine Systems)
  • Other

  • 2014- :
    Co-animator of the theme "Safe and Resilient Systems" of the GIS GRAISYHM

Diplômes universitaires

  • 2007 :
    Doctorat en Automatique et Informatique Industrielle (Lille 1)
  • 2003 :
    DEA en Automatique et Informatique Industrielle (Lille 1)
  • 1999 :
    Ingénieur en Electronique option Contrôle Industriel (Sétif - Algérie)

Expériences professionnelles

  • 2010- :
    Associate Professor, Univ. Valenciennes
  • nov 2009- aug 2010 :
    post-doctoral fellow, university of Bordeaux
  • may 2010 - june 2010 :
    Teaching assistant at IUT Bordeaux
  • feb 2008- oct 2009 :
    post-doctoral fellow, CNRS, ENS Cachan
  • 2006-2007 :
    Assistant professor (half-position), university of Lille
  • 2003-2006 :
    Assistant professor, university of Lille
  • 2000-2001 :
    Teaching assistant, Military school of Reghaia - Algeria

Valorisations academiques

    Research contract

  • 2014-2017 :
    FUI - ECOVIGIDRIV (ATSA, UVHC, SAVIMEX, HAPTION)
  • 2012-2013 :
    CNRS PICS - DAGHS
  • Quotation "facteur h"

  • 2018 :
    9
  • Scientific responsibilities of theses

  • 2013-2016 :
    System of systems diagnosis : a model-based approach for avionics test bench diagnosis
    by Ronan Cossé
  • 2011-2015 :
    Human-Machine systems modeling and monitoring : application to rail driving
    by Nedjemi Djamal Eddine Rachedi
  • 2011-2015 :
    Human-Machine systems modeling and monitoring : application to rail driving
    by Nedjemi Djamel Eddine Rachedi
  • 2015- :
    Mokhtar Bouain
  • 2016- :
    Braulio Norberto Aguiar Cota
  • 2017- :
    Ayush Kumar Jain
  • Expertise within an organization

  • 2015- :
    CNU 61st section member

Organization of conferences, exhibitions ...

  • 2011 :
    Organisation staff member for GIS 3SGS Workshop oct 2011
  • 2010 :
    Organisation comitee member for 11th Symposium IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems 

Others

  •  Co-animation du groupe de travail GDRMACS - Automatique et Systèmes Homme-Machine (GT-ASHM) 2014~
  •  Co-animation du thème 3 du la fédération régionale de recherche GRAISyHM, "Systèmes Sûrs et Résilients"

Previous teaching

  • Logic & Combinatorics

Current teaching

  • Logic, Combinatorics

Educational responsability

  • Teaching Manager, DIPLAST Professional License 

Current teaching

  • Sequential logic, SFC

Previous teaching

  • SFC

Educational responsability

  • Director of the DIPLAST Professional License

Current teaching

  • Electrical engineering

Previous teaching

  • PLC

Previous teaching

  • Basic Control

Current teaching

  • PLC

Current teaching

  • Basic Control

Previous teaching

  • Linear algebra

Current teaching

  • Mathematics : multivariable functions

International Journal

Guerra T.-M., Caseiro de oliveira V., Berdjag D., Lv C., Nguyen A.-T. (2024). Fault Tolerant Observer Design for a Class of Nonlinear Systems with Corrupted Outputs. International Journal of Robust and Nonlinear Control, vol. 34, iss. 13, pp. 8825-8843. [IF=3.2]

Bouchama F., Defoort M., Lauber J., Berdjag D. (2023). Observer design with exponential time-varying gain for Takagi–Sugeno fuzzy systems with continuous and aperiodic sampled outputs. Journal of the Franklin Institute, 360(13), pp. 10041-10063

Guerra T.-M., Aguiar cota B., Berdjag D., Demaya B. (2021). Robust estimation for nonlinear continuous-discrete systems with missing outputs. Application to Automatic Train Control. IEEE T. Control Systems Technology, 30 (3), pp. 1304-1310. [IF=4.883]

Bouain M., Ali K., Berdjag D., Fakhfakh N., Ben atitallah R. (2018). An embedded multi-sensor data fusion design for vehicle perception tasks. Journal of Communications, 13, pp. 8-14 [DOI=10.12720/jcm.13.1.8-14].

Smati A., Chagra W., Berdjag D., Defoort M., Ksouri M. (2018). Finite Control Set Predictive Control and State Estimation of Partially Observable Switching Linear Systems: Application to a Multicellular Converter. Electric Power Components and Systems, 46 (6), pp. 647-658. [IF=1.217]

Aguirre F., Sallak M., Vanderhaegen F., Berdjag D. (2013). An evidential network approach to support uncertain multiviewpoint abductive reasoning. Information Sciences, 253, pp. 110-125

Berdjag D., Cieslak J., Zolghadri A. (2012). Fault diagnosis and monitoring of oscillatory failure case in aircraft inertial system. Control Engineering Practice, 20, pp. 1410-1425

Staroswiecki M., Zhang K., Berdjag D., Abbas-Turki M. (2012). Reducing the Reliability Over-Cost in Reconfiguration-Based Fault Tolerant Control Under Actuator Faults. IEEE Transactions on Automatic Control, Volume 57, Issue 12, pp. 3181-3186

Berdjag D., Cocquempot V., Shumsky A., Zhirabok A. (2011). Algebraic Approach for Model Decomposition: Application for Fault Detection and Isolation in Discrete-Event Systems. International Journal of Applied Mathematics and Computer Science, 21(1), pp. 109-125

Staroswiecki M., Berdjag D. (2010). A general fault tolerant linear quadratic control strategy under actuator outages. International Journal of Systems Science, 41(8), pp. 971-985

National Journal

Rachedi N., Berdjag D., Vanderhaegen F. (2014). Détecter la somnolence des conducteurs dans le transport terrestre: État de l'art. Journal Européen des Systèmes Automatisés, 48 (4-5-6), pp. 421-452

Book direction

Vanderhaegen F., Maaoui C., Sallak M., Berdjag D. (2019). Défis de l'automatisation des systèmes sociotechniques, . ISTE Editions, ISBN 978-1784055394

Vanderhaegen F., Maaoui C., Sallak M., Berdjag D. (2019). Automation Challenges of Socio-technical Systems: Paradoxes and Conflicts, . Wiley, ISBN 9781786304223

Book chapter

Berdjag D. (2019). L'impact de la stabilité humaine dans les systèmes homme-machine : cas du transport ferroviaire. In Frédéric Vanderhaegen, Choubeila Maaoui, Mohamed Sallak et Denis Berdjag, Défis de l'automatisation des systèmes sociotechniques, Chapitre 8, ISTE Editions, pp. 273-297

Berdjag D., Vanderhaegen F. (2019). The impact of human stability on human–machine systems: the case of the rail transport. In Vanderhaegen F., Maaoui C., Sallak M., Berdjag D., Automation Challenges of Socio-technical Systems: Paradoxes and Conflicts, ISTE Edition, pp. 261-286

Berdjag D., Vanderhaegen F. (2019). L'impact de la stabilité humaine dans les systèmes homme-machine : cas du transport ferroviaire. In Vanderhaegen F., Maaoui C., Sallak M., Berdjag, Défis de l'automatisation des systèmes sociotechniques, ISTE Edition, pp. 273-296

Bouain M., Berdjag D., Fakhfakh N., Ben atitallah R. (2017). A comprehensive approach for camera/LIDAR frame alignment,. Lecture Notes in Electrical Engineering, 495, pp. 761-785 [DOI=10.1007/978-3-030-11292-9_38].

Proceedings of International Conference with selection committee

Kantheti A., Berdjag D., Fumarola F., Delprat S. (2023). Optimal Control for Friction Brake Emissions Minimization and Improved Air Quality. IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society, Singapore, pp. 1-6, october . [DOI=10.1109/IECON51785.2023.10312103].

Guerra T.-M., Berdjag D., Polet P., Nguyen A.-T. (2023). Toward a Cooperative ADAS for Train Driving based on Real-Time Human Parameters and Delay Estimation. IFAC World Congress 2023 (IFAC PapersOnLine), 56 (2), Yokohama, Japan, pp. 3534–3539, january .

Houti S., Berdjag D., Defoort M., Lauber J. (2022). LMI-Based Anti-Windup Control Design for Discrete-Time Switched Systems With Actuator Saturation. 6th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2022), Cluj-Napoca, Romania, july .

Bouchama F., Berdjag D., Defoort M., Lauber J. (2021). Observer-based Robust Train Speed Estimation Subject to Wheel-Rail Adhesion Faults. 5th International Conference on Control and Fault-Tolerant Systems (SysTol'21), Saint Raphael, France, september .

Bouchama F., Houti S., Berdjag D., Defoort M., Lauber J. (2021). Observer-based freight train control to reduce coupler strain and low adhesion issues. 24th IEEE International Conference on Intelligent Transportation Systems, Indianapolis, USA, september .

Jain A., Berdjag D., Fiter C., Polet P. (2021). Stability of Neural-Network Based Train Cruise Advisory Control with Aperiodical Measurements. Embedded Systems, Computational Intelligence and Telematics in Control (4th CESCIT), Valenciennes, France, july .

Bouchama F., Defoort M., Lauber J., Berdjag D. (2021). Design of sliding mode observer for the estimation of train car positions and in-train forces. 4th IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control, Valenciennes, France, july .

Jain A., Fiter C., Berdjag D., Polet P. (2021). Investigating stability for advisory train cruise control systems with aperiodic sampling measurements. Selected for presentation to the 23rd IEEE ITSC, Rhodes, Greece, january .

Jain A., Fiter C., Berdjag D., Polet P. (2020). Exponential stability criteria for neural network based control of nonlinear systems. selected for presentation to the IEEE ACC, Denver, USA, june .

Bouain M., Berdjag D., Fakhfakh N., Ben atitallah R. (2018). Multi-Sensor Fusion for Obstacle Detection and Recognition: A Belief-based Approach. Mokhtar Bouain, Denis Berdjag, Nizar Fakhfakh, Rabie Ben Atitallah, 21st International Conference on Information Fusion, Cambridge, United Kingdom, july .

Bouain M., Berdjag D., Ben atitallah R. (2018). Exploring High-Level Synthesis Tools For Vehicle Perception Tasks. Mokhtar Bouain, Denis Berdjag, Rabie Ben Atitallah., 9th European Congress on Embedded Real Time Software and Systems (ERTS), Toulouse, France, january .

Aguiar cota B., Berdjag D., Guerra T.-M., Demaya B. (2018). Improving train position accuracy in case of wheel jamming faults. IFAC PapersOnLine, 51 (26), Florianopolis, Brazil, pp. 25-30, january .

Bouain M., Ali K., Berdjag D., Fakhfakh N., Ben atitallah R. (2017). An Embedded Multi-Sensor Data Fusion Design for Vehicle Perception Tasks. Mokhtar Bouain, Karim Ali, Denis Berdjag, Nizar Fakhfakh, Rabie Ben Atitallah, 11th International Conference on Computer Science and Information Technology (ICCSIT), Florence, Italy, october .

Aguiar cota B., Berdjag D., Demaya B., Guerra T.-M. (2017). A robust and fault tolerant approach for automatic train stop control system design. IFAC World Congress, 50 (1), IFAC PapersOnLine, Toulouse, France, pp. 8549-8554, january .

Bouain M., Berdjag D., Fakhfakh N., Ben atitallah R. (2017). An Extrinsic Sensor Calibration Framework for Sensor-fusion based Autonomous Vehicle Perception. Bouain M., Berdjag D., Fakhfakh N., Ben Atitallah R., Proceedings of the14th International Conference on Informatics in Control, Automation and Robotics ICINCO, 1, pp. 505-512, january ., ISBN 978-989-758-263-9 [DOI=10.5220/0006438105050512].

Smati A., Chagra W., Berdjag D., Ksouri M., Defoort M. (2015). Multi observer design for multicell converter. International Conference on Sciences and Techniques of Automatic control & computer engineering, Monastir, Tunisia, december .

Cosse R., Berdjag D., Piechowiak S., Duvivier D., Gaurel C. (2015). Methodology and Application of Meta-Diagnosis on Avionics Test Benches. Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-15), École des Arts et Métiers, Paris, France, august .

Cosse R., Berdjag D., Piechowiak S., Duvivier D., Gaurel C. (2015). Meta-Diagnosis for A Special Class of Cyber-Physical Systems: the Avionics Test Benches. 28th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2015), COEX, Seoul, Korea, june .

Berdjag D., Vanderhaegen F., Shumsky A., Zhirabok A. (2015). Abnormal operation diagnosis in human—Machine systems. In Control Conference. 10th Asian Control Conference (ASCC), IEEE, Kota Kinabalu, pp. 1-6, may .

Smati A., Berdjag D., Chagra W., Defoort M., Ksouri M. (2015). Predictive control for multicell converter. 2nd International Conference on Automation,Control, Engineering and Computer, Sousse, Tunisia, march .

Berdjag D., Vanderhaegen F., Shumsky A., Zhirabok A. (2014). Unexpected situations diagnosis: a model-based approach for human-machine systems. Proceedings of the 16th IFAC World Congress, Cape Town, South Africa, august .

Rachedi N., Berdjag D., Vanderhaegen F. (2014). Conception of driver's risky state detection system. Transport Research Arena, Paris, april .

Rachedi N., Berdjag D., Vanderhaegen F. (2013). Probabilistic techniques to diagnose human operator state. 10. Berliner Werkstatt Mensch-Maschine-Systeme, Berlin, Germany, pp. 153-166, october .

Polet P., Berdjag D., Vanderhaegen F. (2013). Toward a Distributed Case-Based Reasoning for Human-Machine State Diagnosis: Application to Railway Driver State Analysis. 12th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, Las Vegas, Nevada, USA, pp. 520-525, august .

Rachedi N., Berdjag D., Vanderhaegen F. (2013). Operator Behavior Modeling: Unexpected Situations Management. 12th IFAC Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, IFAC Proceedings Volumes 46(15),, Elsevier, Las Vegas, pp. 381-386, august .

Berdjag D., Zolghadri A., Cieslak J. (2012). Fault Detection and Isolation of aircraft air data/inertial system. 4th European Conference for Aerospace Sciences, Saint Petersburg, Fédération de Russie, january .

Berdjag D., Caulier P., Vanderhaegen F. (2011). New challenges for the multi-criteria and multi-objective diagnosis of human-machine systems. 9th Berlin Human-Machine Systems Workshop, Berlin, Germany, october .

Aguirre F., Sallak M., Schön W., Berdjag D., Caulier P., Vanderhaegen F. (2011). Decision making in diagnosis of human machine systems: The probabilistic and credibilistic perspectives to deal with uncertainty. 9th Berlin Human-Machine Systems Workshop, october .

Berdjag D., Zolghadri A., Cieslak J., Goupil P. (2010). Fault Detection and Isolation for Redundant Aircraft Sensors. Conference on Control and Fault Tolerant Systems SYSTOL, january .

Proceedings of National Conference with selection committee

Jain A., Berdjag D., Polet P., Fiter C. (2019). Approximate Computing Control Approaches using Neural Networks. National Conference on Modelling, Analysis and Control of Dynamical Systems (JN GDR-MACS), Bordeaux, France, june .

Cosse R., Berdjag D., Piechowiak S., Duvivier D., Gaurel C. (2015). Méthodologie et application du méta-diagnostic de systèmes complexes sur un banc d'intégration avionique. 10ème Colloque sur la Modélisation des Systèmes Réactifs (MSR 2015), Inria Nancy - Grand Est, France, november .

Rachedi N., Berdjag D., Vanderhaegen F. (2012). Détection de l'état d'un opérateur humain dans le contexte de la conduite ferroviaire. 18ème Congrès de Maitrise des Risques et Sureté de Fonctionnement, Tours, France, october .

Berdjag D., Vanderhaegen F. (2012). Etude de la stabilité humaine dans un contexte ferroviaire. 18ème Congrès de Maitrise des Risques et Sureté de Fonctionnement, Tours, France, october .

Seminar and other papers

Abichou B., Berdjag D., Polet P., Vanderhaegen F. (2015). Human operator's vigilance monitoring using non-intrusive sensors. 11. Berliner Werkstatt Mensch-Maschine-Systeme, Berlin, Germany, october .

Vanderhaegen F., Berdjag D., Dahyot R. (2011). Atelier Systèmes Innovants basés sur l'émotion pour l'analyse des risques ferroviaires. Workshop ERGO-IA "Plateformes d'évaluation et innovation", Bidart, France, june .

Research report

Enjalbert S., La delfa S., Dahyot R., Polet P., Kaczmarek R., Mouchel M., Lefebvre S., Miglianico D., Vanderhaegen F., Berdjag D., Dequidt A. (2017). Etats de l'art sur les verrous scientifiques et technologiques (livrable L3_1). Projet FUI ECOVIGIDRIV, Valenciennes, France, january .

Dahyot R., La delfa S., Enjalbert S., Mouchel M., Dequidt A., Polet P., Lefebvre S., Miglianico D., Vanderhaegen F., Berdjag D., Kaczmarek R., Omran H. (2015). Spécification de modalités informationnelles pour l'implémentation dans SYVIGI et MACONDUITE pour l'écoconduite (livrable L3_3). Projet FUI ECOVIGIDRIV, Valenciennes, France, january .

Patent

Miglianico D., Vanderhaegen F., Polet P., Mouchel M., Dayot R., Berdjag D. (2018). Driving assistance method for a railway vehicle and railway vehicle including a supervision system for implementing this driver assistance method. EP3375690A1. , september .

Miglianico D., Vanderhaegen F., Polet P., Mouchel M., Dayot R., Berdjag D. (2018). Procédé d'aide à la conduite d'un véhicule ferroviaire et véhicule ferroviaire équipé d'un système de supervision pour la mise en oeuvre de ce procédé. FR3063703A1. , september .