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José Ragot

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- José RAGOT received the "Diplome d'Ingénieur" (Engineer's Degree) with specialization in control from the Ecole Centrale de Nantes (France) in 1969. Then, he joined the University of Nancy (France) where is received the "Diplôme d'Etudes Approfondies" (Masters' Degree) in 1970. In 1973 he obtained the "Diplôme de Doctorat" (Ph. D. degree), a position as assistant professor at University Henri Poincaré in Nancy, and in 1980 the "Diplôme de Doctorat-es-Science". José Ragot moved up to professor in 1985 at the Institut National Polytechnique de Lorraine (INPL, National Polytechnic Institute of Lorraine). Presently he is a Professor (with highest degree "Classe Exceptionnelle") at the Ecole Nationale Supérieure de Géologie (french "Grande Ecole"). - José RAGOT is researcher in the Centre de Recherche en Automatique de Nancy (CRAN, CNRS UMR 7039) where he was the head of the group diagnosis during 12 years. His major research fields include data validation and reconciliation, process diagnosis, fault detection and isolation, fault tolerant control. A second part of his activities is devoted to modelisation adapted to process diagnosis and mainly in the field of multi-models or polytopic models. - He has successfully advised 70 Ph.D and 3 H.D.R (French D. Sc.) and published about 500 refereed technical communications including 150 papers in international journals, 350 communications in international conferences, 4 books, 12 chapters in collective volumes. A list of these publications can be founded at [http://www.cran.univ-lorraine.fr/perso/jose.ragot/](http://perso.ensem.inpl-nancy.fr/Jose.Ragot/). Applications have been in various fields such as mineral and metallurgical processing, chemical engineering, water treatment, aerospace, environmental processes (air pollution, water purification, water distribution), nuclear powerplants. - Since 1980, José RAGOT was the conductor of about 60 industrial research projects (with EDF, ELF, ARCELOR MITAL, AIRLOR, PECHINEY, ALSTOM, SNECMA, TOTAL CIE MINIERE, SOLLAC, LAFARGE, DELPHI, RHÔNE-POULENC, PSA, AIRBUS, THALES, IRH, AIRLOR, ESIA, MDPA, PEC-RHIN …). He was a member of 300 Ph. D. committees (France, Spain, Algeria, Germany, Belgium, Russia, Tunisia) He regularly contributes to national and international activities as a member of TC6.4 and TC6.2 of IFAC, through conferences organisation, international program committee of conferences, reviewer in international journals and conferences, national expert for research project of the french CNRS, national expert for laboratory activities evaluation for the French Ministary of Research. He was invited at several universities as a lecturer : EPFL (Lauzane, Suiss), UTC (Compiègnes, France), ENIT (Tunis, Tunisie), ENIM (Monastir, Tunisie), Jijel University (Annaba, Algérie), ESISAR (Valence, France), …
- José RAGOT received the "Diplome d'Ingénieur" (Engineer's Degree) with specialization in control from the Ecole Centrale de Nantes (France) in 1969. Then, he joined the University of Nancy (France) where is received the "Diplôme d'Etudes Approfondies" (Masters' Degree) in 1970. In 1973 he obtained the "Diplôme de Doctorat" (Ph. D. degree), a position as assistant professor at University Henri Poincaré in Nancy, and in 1980 the "Diplôme de Doctorat-es-Science". José Ragot moved up to professor in 1985 at the Institut National Polytechnique de Lorraine (INPL, National Polytechnic Institute of Lorraine). Presently he is a Professor (with highest degree "Classe Exceptionnelle") at the Ecole Nationale Supérieure de Géologie (french "Grande Ecole"). - José RAGOT is researcher in the Centre de Recherche en Automatique de Nancy (CRAN, CNRS UMR 7039) where he was the head of the group diagnosis during 12 years. His major research fields include data validation and reconciliation, process diagnosis, fault detection and isolation, fault tolerant control. A second part of his activities is devoted to modelisation adapted to process diagnosis and mainly in the field of multi-models or polytopic models. - He has successfully advised 70 Ph.D and 3 H.D.R (French D. Sc.) and published about 500 refereed technical communications including 150 papers in international journals, 350 communications in international conferences, 4 books, 12 chapters in collective volumes. A list of these publications can be founded at [http://www.cran.univ-lorraine.fr/perso/jose.ragot/](http://perso.ensem.inpl-nancy.fr/Jose.Ragot/). Applications have been in various fields such as mineral and metallurgical processing, chemical engineering, water treatment, aerospace, environmental processes (air pollution, water purification, water distribution), nuclear powerplants. - Since 1980, José RAGOT was the conductor of about 60 industrial research projects (with EDF, ELF, ARCELOR MITAL, AIRLOR, PECHINEY, ALSTOM, SNECMA, TOTAL CIE MINIERE, SOLLAC, LAFARGE, DELPHI, RHÔNE-POULENC, PSA, AIRBUS, THALES, IRH, AIRLOR, ESIA, MDPA, PEC-RHIN …). He was a member of 300 Ph. D. committees (France, Spain, Algeria, Germany, Belgium, Russia, Tunisia) He regularly contributes to national and international activities as a member of TC6.4 and TC6.2 of IFAC, through conferences organisation, international program committee of conferences, reviewer in international journals and conferences, national expert for research project of the french CNRS, national expert for laboratory activities evaluation for the French Ministary of Research. He was invited at several universities as a lecturer : EPFL (Lauzane, Suiss), UTC (Compiègnes, France), ENIT (Tunis, Tunisie), ENIM (Monastir, Tunisie), Jijel University (Annaba, Algérie), ESISAR (Valence, France), …

Publications

A data driven fault isolation method based on reference faulty situations with application to a nonlinear chemical process

José Ragot , Gilles Mourot , Maya Kallas
International Journal of Applied Mathematics and Computer Science, 2022, 32 (4), pp.635-655. ⟨10.34768/amcs-2022-0044⟩
Journal articles hal-03906746v1

Parameter identifiability for nonlinear LPV models

Krishnan Srinivasarengan , José Ragot , Christophe Aubrun , Didier Maquin
International Journal of Applied Mathematics and Computer Science, 2022, 32 (2), pp.255-269. ⟨10.34768/amcs-2022-0019⟩
Journal articles hal-03696564v1

Detection of operating mode changes, without a priori model and in uncertain environments

José Ragot
Transactions of the Institute of Measurement and Control, 2022, 44 (13), pp.2653-2671. ⟨10.1177/01423312221092527⟩
Journal articles hal-03656938v1
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Aberrant measurements: Detection, localization, suppression, acceptance and robustness

José Ragot
Measurement, 2021, 172, pp.108872. ⟨10.1016/j.measurement.2020.108872⟩
Journal articles hal-03168381v1

A new multimodel approach by Laguerre filters on sliding window for nonlinear system identification and control

Sameh Adaily , Abdelkader Mbarek , Tarek Garna , José Ragot
Transactions of the Institute of Measurement and Control, 2020, 42 (12), pp.2234-2253. ⟨10.1177/0142331220908996⟩
Journal articles hal-02919660v1

Active mode recognition of dynamic systems

José Ragot
International Journal of Systems Science, 2020, 51 (13), pp.2500-2519. ⟨10.1080/00207721.2020.1797228⟩
Journal articles hal-02916875v1
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Interval state estimation for uncertain polytopic systems

Benoît Marx , Dalil Ichalal , José Ragot
International Journal of Control, 2020, 93 (11), pp.2564-2576. ⟨10.1080/00207179.2019.1644455⟩
Journal articles hal-02186759v1

Dependability analysis of instrumented linear static systems based on their observability

Samia Maza , José Ragot
International Journal of Systems Science: Operations & Logistics, 2019, 6 (3), pp.272-284. ⟨10.1080/23302674.2018.1468505⟩
Journal articles hal-01789421v1
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Unknown input observer for LPV systems

Benoît Marx , Dalil Ichalal , José Ragot , Didier Maquin , Saïd Mammar
Automatica, 2019, 100, pp.67-74. ⟨10.1016/j.automatica.2018.10.054⟩
Journal articles hal-01931453v1

Synthesis of a proportional integral derivative control law based on the Meixner-like model

Safa Maraoui , Kais Bouzrara , José Ragot
Transactions of the Institute of Measurement and Control, 2019, 41 (3), pp.780-792. ⟨10.1177/0142331218770484⟩
Journal articles hal-01793737v1

Data-driven approach for fault detection and isolation in nonlinear system

Maya Kallas , Gilles Mourot , Didier Maquin , José Ragot
International Journal of Adaptive Control and Signal Processing, 2018, 32 (11), pp.1569-1590. ⟨10.1002/acs.2931⟩
Journal articles hal-01914204v1
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State estimation of system with bounded uncertain parameters: interval multi-model approach

Dalil Ichalal , Benoît Marx , Didier Maquin , José Ragot
International Journal of Adaptive Control and Signal Processing, 2018, 32 (3), pp.480-493. ⟨10.1002/acs.2855⟩
Journal articles hal-01657658v1
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How to cope with unmeasurable premise variables in Takagi-Sugeno observer design: Dynamic extension approach

Dalil Ichalal , Benoît Marx , Saïd Mammar , Didier Maquin , José Ragot
Engineering Applications of Artificial Intelligence, 2018, 67, pp.430-435. ⟨10.1016/j.engappai.2017.09.018⟩
Journal articles hal-01609899v1

Identification of a linear parameter varying system based on Meixner-like model

Safa Maraoui , Kais Bouzrara , José Ragot
Transactions of the Institute of Measurement and Control, 2018, 40 (2), pp.657-665. ⟨10.1177/0142331216663825⟩
Journal articles hal-01356916v1

Optimal multimodel representation by Laguerre filters applied to a communicating two tank system

Sameh Adaily , Abdelkader Mbarek , Tarek Garna , José Ragot
Journal of Systems Science and Complexity, 2018, 31 (3), pp.621-646. ⟨10.1007/s11424-017-6047-2⟩
Journal articles hal-02916789v1
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An adaptive observer design approach for discrete-time nonlinear systems

Krishnan Srinivasarengan , José Ragot , Christophe Aubrun , Didier Maquin
International Journal of Applied Mathematics and Computer Science, 2018, 28 (1), pp.55-67. ⟨10.2478/amcs-2018-0004⟩
Journal articles hal-01577904v1

Resistance to noise of non-linear observers in canonical form. Application to a sludge activation model

Benoît Schwaller , Denis Ensminger , Birgitta Dresp , José Ragot
Journal of Mathematics Research, 2017, 9 (2), pp.38-55. ⟨10.5539/jmr.v9n2p38⟩
Journal articles hal-01485627v1

Laguerre-based modelling and predictive control of multi-input multi-output systems applied to a communicating two-tank system

Abdelkader Mbarek , Kais Bouzrara , Tarek Garna , José Ragot , Hassani Messaoud
Transactions of the Institute of Measurement and Control, 2017, 39 (5), pp.611-624. ⟨10.1177/0142331215613150⟩
Journal articles hal-01229572v1

Robust predictive controller for nonlinear uncertain process based on S-PARAFAC Volterra models

Anis Khouaja , Tarek Garna , José Ragot , Hassani Messaoud
International Journal of Advanced Manufacturing Technology, 2017, 90 (5), pp.2309-2323. ⟨10.1007/s00170-016-9556-6⟩
Journal articles hal-01382399v1

Input fault detection and estimation using PI observer based on the ARX-Laguerre model

Tawfik Najeh , Chakib Ben Njima , Tarek Garna , José Ragot
International Journal of Advanced Manufacturing Technology, 2017, 90 (5), pp.1317-1336. ⟨10.1007/s00170-016-9414-6⟩
Journal articles hal-01370569v1

Constrained predictive control of a SISO nonlinear system based on third-order S-PARAFAC Volterra models

Anis Khouaja , Tarek Garna , José Ragot , Hassani Messaoud
Transactions of the Institute of Measurement and Control, 2017, 39 (6), pp.907-920. ⟨10.1177/0142331215627005⟩
Journal articles hal-01270232v1

Transition and control of nonlinear systems by combining the loop shaping design procedure and the gap metric theory

Ali Ameur Haj Salah , Tarek Garna , José Ragot , Hassani Messaoud
Transactions of the Institute of Measurement and Control, 2016, 38 (8), pp.1004-1020. ⟨10.1177/0142331215577420⟩
Journal articles hal-01141269v1

State estimation for MISO non-linear systems in generalized canonical form of regulation

Benoît Schwaller , Esminger Denis , Birgitta Dresp , José Ragot
International Journal of Applied Mathematical Sciences, 2016, 26 (3), pp.569-583. ⟨10.1515/amcs-2016-0040⟩
Journal articles hal-01326570v1

Nonlinear predictive controller based on S-PARAFAC Volterra models applied to a communicating two tank system

Anis Khouaja , Tarek Garna , José Ragot , Hassani Messaoud
International Journal of Control, 2015, 88 (8), pp.1456-1471. ⟨10.1080/00207179.2015.1007394⟩
Journal articles hal-01101855v1

Parameter estimation for uncertain systems based on fault diagnosis using Takagi–Sugeno model

Anca Maria Nagy Kiss , Georges Schutz , José Ragot
ISA Transactions, 2015, 56, pp.65-74. ⟨10.1016/j.isatra.2014.11.022⟩
Journal articles hal-01174816v1

Online identification of the bilinear model expansion on Laguerre orthonormal bases

Gnaba Sarah , Tarek Garna , Kais Bouzrara , José Ragot , Hassani Messaoud
International Journal of Control, 2014, 87 (3), pp.441-463. ⟨10.1080/00207179.2013.835868⟩
Journal articles hal-00860606v1
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Fault detection, isolation and estimation for Takagi-Sugeno nonlinear systems

Dalil Ichalal , Benoît Marx , José Ragot , Didier Maquin
Journal of The Franklin Institute, 2014, 351 (7), pp.3651-3676. ⟨10.1016/j.jfranklin.2013.04.012⟩
Journal articles hal-00809844v1

Optimal expansions of discrete-time bilinear models using Laguerre functions

Tarek Garna , Kais Bouzrara , José Ragot , Hassani Messaoud
IMA Journal of Mathematical Control and Information, 2014, 31 (3), pp.313-343. ⟨10.1093/imamci/dnt013⟩
Journal articles hal-00823891v1

Multi-task learning with one-class SVM

Xiyan He , Gilles Mourot , Didier Maquin , José Ragot , Pierre Beauseroy
Neurocomputing, 2014, 133, pp.416-426. ⟨10.1016/j.neucom.2013.12.022⟩
Journal articles hal-00915458v1

Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output

Kais Bouzrara , Tarek Garna , José Ragot , Hassani Messaoud
International Journal of Control, 2013, 86 (3), pp.369-385. ⟨10.1080/00207179.2012.732710⟩
Journal articles hal-00733105v1

Nonlinear system modeling based on bilinear Laguerre orthonormal bases

Tarek Garna , Kais Bouzrara , José Ragot , Hassani Messaoud
ISA Transactions, 2013, 52 (3), pp.301-317. ⟨10.1016/j.isatra.2012.12.001⟩
Journal articles hal-00819496v1
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Nonlinear joint state and parameter estimation : application to a wastewater treatment plant

Souad Bezzaoucha , Benoît Marx , Didier Maquin , José Ragot
Control Engineering Practice, 2013, 21 (10), pp.1377-1385. ⟨10.1016/j.conengprac.2013.06.009⟩
Journal articles hal-00831876v1

Determination of Principal Component Analysis models for sensor fault detection and isolation

Anissa Benaicha , Gilles Mourot , Kamel Benothman , José Ragot
International Journal of Control, Automation and Systems, 2013, 11 (2), pp.296-305. ⟨10.1007/s12555-012-0142-x⟩
Journal articles hal-00722762v1
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Nonlinear system identification using heterogeneous multiple models

Rodolfo Orjuela , Benoît Marx , José Ragot , Didier Maquin
International Journal of Applied Mathematics and Computer Science, 2013, 23 (1), pp.103-115. ⟨10.2478/amcs-2013-0009⟩
Journal articles hal-00753031v1
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State estimation for a class of non-linear systems

Benoît Schwaller , Denis Ensminger , José Ragot
International Journal of Applied Mathematics and Computer Science, 2013, 23 (2), pp.383-394. ⟨10.2478/amcs-2013-0029⟩
Journal articles hal-00857135v1
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Fault-tolerant control design for uncertain Takagi-Sugeno systems by trajectory tracking: a descriptor approach

Tahar Bouarar , Benoît Marx , Didier Maquin , José Ragot
IET Control Theory and Applications, 2013, 7 (14), pp.1793-1805. ⟨10.1049/iet-cta.2011.0524⟩
Journal articles hal-00858239v1

Decomposition of an ARX model on Laguerre orthonormal bases

Kais Bouzrara , Tarek Garna , José Ragot , Hassani Messaoud
ISA Transactions, 2012, 51 (6), pp.848-860. ⟨10.1016/j.isatra.2012.06.005⟩
Journal articles hal-00717455v1

Détermination de modèles ACP pour la détection et la localisation de défauts de capteurs

Anissa Benaicha , Gilles Mourot , Kamel Benothman , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2012, 46 (1), pp.9-32. ⟨10.3166/JESA.46.9-32⟩
Journal articles hal-00684380v1

On the state observer based stabilization of Takagi-Sugeno systems with Immeasurable premise variables

Abdallah Salem , Zohra Kardous , Naceur Benhadj Braiek , José Ragot
International Journal of Control, Automation and Systems, 2012, 10 (6), pp.1153-1163
Journal articles hal-00759581v1
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New fault tolerant control strategies for nonlinear Takagi-Sugeno systems

Dalil Ichalal , Benoît Marx , José Ragot , Didier Maquin
International Journal of Applied Mathematics and Computer Science, 2012, 22 (1), pp.197-210. ⟨10.2478/v10006-012-0015-8⟩
Journal articles hal-00679497v1

Three-stage kalman filter for state and fault estimation of linear stochastic systems with unknown inputs

Fayçal Ben Hmida , Karim Khemiri , José Ragot , Moncef Gossa
Journal of The Franklin Institute, 2012, 349 (7), pp.2369-2388. ⟨10.1016/j.jfranklin.2012.05.004⟩
Journal articles hal-00701983v1

Novel optimal recursive filter for state and fault estimation of linear stochastic systems with unknown disturbances

Karim Khemiri , Fayçal Ben Hmida , José Ragot , Moncef Gossa
International Journal of Applied Mathematics and Computer Science, 2011, 21 (4), pp.629-637. ⟨10.2478/v10006-011-0049-3⟩
Journal articles hal-00652953v1
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Observers design for uncertain Takagi-Sugeno systems with unmeasurable premise variables and unknown inputs. Application to a wastewater treatment plant.

Anca Maria Nagy Kiss , Benoît Marx , Gilles Mourot , Georges Schutz , José Ragot
Journal of Process Control, 2011, 21 (7), pp.1105-1114. ⟨10.1016/j.jprocont.2011.05.001⟩
Journal articles hal-00610809v1
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Détection de pannes oscillatoires dans un système de commande de vol d'avion

Do Hieu Trinh , Benoît Marx , Philippe Goupil , José Ragot
Instrumentation, Mesure, Métrologie, 2011, 11 (3/4), pp.131-148. ⟨10.3166/i2m.11.3-4.131-148⟩
Journal articles hal-00650859v1
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State estimation of two-time scale multiple models. Application to wastewater treatment plant

Anca Maria Nagy Kiss , Benoît Marx , Gilles Mourot , Georges Schutz , José Ragot
Control Engineering Practice, 2011, 19 (11), pp.1354-1362. ⟨10.1016/j.conengprac.2011.07.009⟩
Journal articles hal-00613234v1

A new recursive formulation for fast estimation of time-varying unknown input. Application for estimating a particule acceleration

Vincent Sircoulomb , Ghaleb Hoblos , Houcine Chafouk , José Ragot
International Journal of Innovative Computing, Information and Control, 2011, 7 (7), pp.3779-3797
Journal articles hal-02297060v1

Modélisation des entrées inconnues pour une estimation d'état robuste. Application à un système de navigation hybridée inertie-GPS

Vincent Sircoulomb , Ghaleb Hoblos , Houcine Chafouk , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2010, 44 (9-10), pp.1047-1078. ⟨10.3166/jesa.44.1047-1078⟩
Journal articles hal-00582622v1

Unbiased minimum-variance filter for state and fault estimation of linear time-varying systems with unknown disturbances

Fayçal Ben Hmida , Karim Khemiri , José Ragot , Moncef Gossa
Mathematical Problems in Engineering, 2010, 2010, pp.Article ID 343586. ⟨10.1155/2010/343586⟩
Journal articles hal-00499606v1
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State estimation of Takagi–Sugeno systems with unmeasurable premise variables

Dalil Ichalal , Benoît Marx , José Ragot , Didier Maquin
IET Control Theory and Applications, 2010, 4 (5), pp.897-908. ⟨10.1049/iet-cta.2009.0054⟩
Journal articles hal-00482061v1

Sensor network design for improving estimation quality

Vincent Sircoulomb , Ghaleb Hoblos , Houcine Chafouk , José Ragot
International Journal of Modelling and Simulation, 2010, 30 (4), pp.Art. 3. ⟨10.2316/Journal.205.2010.4.205-5023⟩
Journal articles hal-00605562v1

Multiple sensor fault detection and isolation of an air quality monitoring network using RBF-NLPCA model

Mohamed-Faouzi Harkat , Yvon Tharrault , Gilles Mourot , José Ragot
International Journal of Adaptive and Innovative Systems (IJAIS), 2010, 1 (3/4), pp.267-284. ⟨10.1504/IJAIS.2010.034804⟩
Journal articles hal-00528992v1

Modélisation d'un réacteur biologique à l'aide d'une structure multimodèle. Méthode analytique d'obtention d'un multimodèle.

Anca Maria Nagy , Gilles Mourot , Georges Schutz , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2010, 44 (4-5), pp.423-443. ⟨10.3166/jesa.44.423-443⟩
Journal articles hal-00497935v1
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Systematic multimodeling methodology applied to an activated sludge reactor model

Anca Maria Nagy , Gilles Mourot , Benoît Marx , José Ragot , Georges Schutz
Industrial and engineering chemistry research, 2010, 49 (6), pp.2790-2799. ⟨10.1021/ie8017687⟩
Journal articles hal-00978069v1

Robust filtering for state and fault estimation of linear stochastic systems with unknown disturbance

Fayçal Ben Hmida , Karim Khemiri , José Ragot , Moncef Gossa
Mathematical Problems in Engineering, 2010, 2010, pp.Article ID 591639. ⟨10.1155/2010/591639⟩
Journal articles hal-00548095v1

Robust identification of switched regression models

Elom Ayih Domlan , Biao Huang , José Ragot , Didier Maquin
IET Control Theory and Applications, 2009, 3 (12), pp.1578-1590. ⟨10.1049/iet-cta.2008.0274⟩
Journal articles hal-00396230v1
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Multi-observateurs à entrées inconnues pour un système de Takagi-Sugeno à variables de décision non mesurables

Dalil Ichalal , Benoît Marx , José Ragot , Didier Maquin
e-STA Sciences et Technologies de l’Automatique, 2009, 6 (2), pp.Revue électronique
Journal articles hal-00386466v1

Modélisation et diagnostic de la boucle des gaz dans un moteur diesel

José Ragot , Zahi Sabeh , Didier Maquin
La Revue de l'électricité et de l'électronique, 2009, 4, pp.1-6
Journal articles hal-00369585v1
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On the simultaneous state and unknown input estimation of complex systems via a multiple model strategy

Rodolfo Orjuela , Benoît Marx , José Ragot , Didier Maquin
IET Control Theory and Applications, 2009, 3 (7), pp.877-890. ⟨10.1049/iet-cta.2008.0148⟩
Journal articles hal-00402176v1

State and unknown input estimation for discrete time multiple model

Mohammed Chadli , Abdelkader Akhenak , José Ragot , Didier Maquin
Journal of The Franklin Institute, 2009, 346 (6), pp.593-610. ⟨10.1016/j.jfranklin.2009.02.011⟩
Journal articles hal-00377746v1
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State estimation for nonlinear systems using decoupled multiple model

Rodolfo Orjuela , Benoît Marx , José Ragot , Didier Maquin
International Journal of Modelling, Identification and Control, 2008, 4 (1), pp.59-67. ⟨10.1504/IJMIC.2008.021000⟩
Journal articles hal-00168647v1

On the design of observer for unknown inputs fuzzy models

Mohammed Chadli , Abdelkader Akhenak , José Ragot , Didier Maquin
International Journal of Automation and Control, 2008, 2 (1), pp.113-125. ⟨10.1504/IJAAC.2008.020423⟩
Journal articles hal-00325231v1

Advanced control methodologies for mining, mineral and metal (MMM) processing industries

Dominique Sauter , José Ragot
Control Engineering Practice, 2008, 16 (2), pp.157-158. ⟨10.1016/j.conengprac.2007.09.001⟩
Journal articles hal-00201346v1

A discrete-time sliding window observer for Markovian switching system

Abdelfettah Hocine , Mohammed Chadli , Didier Maquin , José Ragot
Control and Intelligent Systems, 2008, 36 (2), pp.201-1917
Journal articles hal-00275420v1
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Data reconciliation: a robust approach using contaminated distribution.

Moustapha Alhaj-Dibo , Didier Maquin , José Ragot
Control Engineering Practice, 2008, 16 (2), pp.159-170. ⟨10.1016/j.conengprac.2007.01.003⟩
Journal articles hal-00009005v3

Fuzzy observer for fault detection and reconstruction of unknown input fuzzy models

Mohammed Chadli , Abdelkader Akhenak , Didier Maquin , José Ragot
International Journal of Modelling, Identification and Control, 2008, 3 (2), pp.193-200. ⟨10.1504/IJMIC.2008.019358⟩
Journal articles hal-00296592v1

Fault detection and isolation with robust principal component analysis

Yvon Tharrault , Gilles Mourot , José Ragot , Didier Maquin
International Journal of Applied Mathematics and Computer Science, 2008, 18 (4), pp.429-442. ⟨10.2478/v10006-008-0038-3⟩
Journal articles hal-00347446v1

Soft computing algorithm to data validation in aerospace systems using parity space approach

Houcine Chafouk , Ghaleb Hoblos , Nicolas Langlois , Serge Le Gonidec , José Ragot
Journal of Aerospace Engineering, 2007, 20 (3), pp.165-171. ⟨10.1061/(ASCE)0893-1321(2007)20:3(165)⟩
Journal articles hal-00195415v1

Diagnostic des SDH. Quelques contributions issues des approches continues

Dimitri Lefebvre , Didier Aubry , Houcine Chafouk , Christophe Combastel , Elom Ayih Domlan
Journal Européen des Systèmes Automatisés (JESA), 2007, 41 (7-8), pp.885-912. ⟨10.3166/jesa.41.885-912⟩
Journal articles hal-00250108v1

Diagnosis of uncertain linear systems: an interval approach

Kamel Benothman , Didier Maquin , José Ragot , Mohamed Benrejeb
International Journal on Sciences and Techniques of Automatic control & computer engineering, 2007, 1 (2), pp.136-154
Journal articles hal-00204963v1

Robust parameter estimation with noisy data

Didier Maquin , José Ragot , Fayçal Ben Hmida , Moncef Gossa
International Journal on Sciences and Techniques of Automatic control & computer engineering, 2007, 1 (2), pp.226-235
Journal articles hal-00204967v1

Multiple model approach modelling: application to a turbojet engine

Abdelkader Akhenak , Mohammed Chadli , José Ragot , Didier Maquin
Journal of Engineering and Applied Sciences, 2007, 2 (4), pp.798-807
Journal articles hal-00137704v1
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Design of observer for Tagaki Sugeno Descriptor with Unknown inputs: application to fault diagnosis

Benoit Marx , Damien Koenig , Jose Ragot
IET Control Theory and Applications, 2007, 1 (5), pp.1487-1495. ⟨10.1049/iet-cta:20060412⟩
Journal articles hal-00226359v1

Design of a sliding mode fuzzy observer for uncertain Takagi-Sugeno fuzzy model: application to automatic steering of vehicle

Abdelkader Akhenak , Mohammed Chadli , Didier Maquin , José Ragot
International Journal of Vehicle Autonomous Systems, 2007, 5 (3/4), pp.288-305. ⟨10.1504/IJVAS.2007.016405⟩
Journal articles hal-00155269v1

Soft computing approach for data validation

Houcine Chafouk , Ghaleb Hoblos , Nicolas Langlois , Serge Le Gonidec , José Ragot
Journal of Aerospace Computing, Information and Communication, 2007, 4 (1), pp.628-635
Journal articles hal-00148285v1
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Switching systems: active mode recognition, identification of the switching law

Elom Ayih Domlan , José Ragot , Didier Maquin
Journal of Control Science and Engineering, 2007, 2007, pp.ID 50796. ⟨10.1155/2007/50796⟩
Journal articles hal-00195472v1

Systèmes à commutation : recherche du mode actif, identification de la loi de commutation

Elom Ayih Domlan , José Ragot , Didier Maquin
Journal Européen des Systèmes Automatisés (JESA), 2007, 41 (1), pp.7-30. ⟨10.3166/jesa.41.7-30⟩
Journal articles hal-00107437v1

Fault measurement detection in a urban water supply network

José Ragot , Didier Maquin
Journal of Process Control, 2006, 16 (9), pp.887-902. ⟨10.1016/j.jprocont.2006.06.005⟩
Journal articles hal-00092295v1
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Observers based synchronization and input recovery for a class of nonlinear chaotic models

Estelle Cherrier , Mohamed Boutayeb , José Ragot
IEEE Transactions on Circuits and Systems I: Regular Papers, 2006, 53, pp.1977-1988. ⟨10.1109/TCSI.2006.882817⟩
Journal articles hal-00118531v1

Estimation of bounded model uncertainties

Olivier Adrot , Jean-Marie Flaus , José Ragot
Journal of Robotics and Mechatronics, 2006, 18 (5), pp.661-671
Journal articles hal-00086614v1

Systèmes à commutation : diagnostic de fonctionnement et identification de la loi de commutation

Elom Ayih Domlan , José Ragot , Didier Maquin
e-STA Sciences et Technologies de l’Automatique, 2006, 3 (3), pp.Revue électronique
Journal articles hal-00119159v1

An improved PCA scheme for sensor FDI: Application to an air quality monitoring network

Mohamed-Faouzi Harkat , Gilles Mourot , José Ragot
Journal of Process Control, 2006, 16 (6), pp.625-634. ⟨10.1016/j.jprocont.2005.09.007⟩
Journal articles hal-00093739v1

Validation et réconciliation de données. Approches conventionnelle, difficultés et développements

José Ragot , Didier Maquin
Les Techniques de l'Industrie Minérale, 2006, 29, pp.22-30
Journal articles hal-00119161v1

Prévision des maxima journaliers d'ozone

Komi Gasso , Gilles Mourot , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2005, 39 (4), pp.513-532
Journal articles hal-00172379v1

Stability analysis and design for continuous-time Takagi-Sugeno control systems

Mohammed Chadli , Didier Maquin , José Ragot
International Journal of Fuzzy Systems, 2005, 7 (3), pp.101-109
Journal articles hal-00143998v1

Diagnostic de fonctionnement de capteurs d'un réseau de surveillance de la qualité de l'air par analyse en composantes principales

Mohamed-Faouzi Harkat , Gilles Mourot , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2005, 39 (4), pp.417-436
Journal articles hal-00172378v1

Identification de systèmes à commutation

Abdelfettah Hocine , Didier Maquin , José Ragot
e-STA Sciences et Technologies de l’Automatique, 2005, 2 (3), pp.Revue électronique
Journal articles hal-00143976v1

Linear mass balance equilibration: a new approach for an old problem

José Ragot , Didier Maquin , Moustapha Alhaj-Dibo
ISA Transactions, 2005, 44 (1), pp.23-25. ⟨10.1016/S0019-0578(07)60042-1⟩
Journal articles hal-00011216v1

Mass balance equilibration: a robust approach using contaminated distribution

José Ragot , Mohammed Chadli , Didier Maquin
AIChE Journal, 2005, 51 (5), pp.1569-1575. ⟨10.1002/aic.10412⟩
Journal articles hal-00009001v1

Estimation d'état et d'entrées inconnues d'un système non linéaire représenté sous forme multimodèle

Abdelkader Akhenak , Mohammed Chadli , José Ragot , Didier Maquin
e-STA Sciences et Technologies de l’Automatique, 2004, 1 (4), pp.Revue électronique
Journal articles hal-00151262v1

Observateur à mémoire finie pour les systèmes à commutations : application à la détection de défauts

Abdelfettah Hocine , Didier Maquin , José Ragot
e-STA Sciences et Technologies de l’Automatique, 2004, 1 (4), pp.Revue électronique
Journal articles hal-00143977v1

Evaluation des bornes d'un système incertain : approche intervalle

Estelle Cherrier , Mohamed Boutayeb , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2004, 37 (9), pp.1181-1192
Journal articles hal-00172381v1

Reformulation of data reconciliation problem with unknown-but-bounded errors

José Ragot , Didier Maquin
Industrial and engineering chemistry research, 2004, 43 (6), pp.1530-1536. ⟨10.1021/ie020213s⟩
Journal articles hal-00143978v1
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Evaluation des bornes de l'état d'un système incertain. Approche par intervalles

Estelle Cherrier , Mohamed Boutayeb , José Ragot
Journal Européen des Systèmes Automatisés (JESA), 2003, 37, pp.1181
Journal articles hal-00118523v1

Validation de données issues de systèmes de mesure incertains

Didier Maquin ,