Journal Publications




_______ 2022 _______



Ragot J. Detection of operating mode changes, without a priori model and in uncertain environment. Transactions of the Institute of Measurement and Control, april 2022, doi:10.1177/01423312221092527. 



Ragot J., Mourot G., Kallas M. A data driven fault isolation method based on reference faulty situations. Application to a nonlinear chemical process. International Journal of Applied Mathematics and Computer Science, 32 (4), 2022. 



Ragot J. Guaranteed consistency between measurements and parameter systems with correlated additive and multiplicative uncertainties. Complex Engineering Systems, 2022. 



Srinivasarengan K., Ragot J., Aubrun C., Maquin D. Parameter identifiability for nonlinear LPV models. Journal of Applied Mathematics and Computer Science, 32 (2), 2022. 




_______ 2021 _______



Ragot J. Aberrant measurements: Detection, localization, suppression, acceptance and robustness. Measurement, 172, Elsevier 2021. 




_______ 2020 _______



Ragot J. Active mode recognition of dynamic systems. International Journal of Systems Science, Taylor & Francis, 2020. 



Adaily S., Mbarek A., Garna T., Ragot J. A new multimodel approach by Laguerre filters on sliding window for nonlinear system identification and control. Transactions of the Institute of Measurement and Control, 42 (12), 2020. 




_______ 2019 _______



Marx B., Ichalal D., Ragot J., Maquin D., Mammar S. Unknown input observer for LPV systems. Automatica, 100, 67-74, 2019. 



Marx B., Ichalal D., Ragot J. Interval state estimation for uncertain polytopic systems. International Journal of Control, 2019. hal-02186759. 




_______ 2018 _______



Kallas M., Mourot G., Maquin D., Ragot J. Data driven approach for fault detection and isolation in nonlinear system. International Journal of Adaptive Control and Signal Processing, 32 (11), 1569-1590, 2018. 



Ichalal D., Marx B., Mammar S., Maquin D., Ragot J. How to cope with unmeasurable premise variables in Takagi-Sugeno observer design: Dynamic extension approach. Engineering Applications of Artificial Intelligence, 67, 430-435, 2018. 



Srinivasarengan K., Ragot J., Aubrun C., Maquin D. An adaptive observer design approach for discrete-time nonlinear systems. International Journal of Applied Mathematics and Computer Science,28 (1), 55-67, 2018. 



Maza S., Ragot J. Dependability analysis of instrumented linear static systems based on their observability approach. International Journal of Systems Science: Operations & Logistics, 2018. 



Maraoui S., Bouzrara K., Ragot J. Synthesis of a Proportional Integral Derivative control law based on the Meixner-like mode. Transactions of the Institute of Measurement and Control, Sage journals, 2018. 



Ichalal D., Marx B., Maquin D., Ragot J. State estimation of system with bounded uncertain parameters: interval multi-model approach. International Journal of Adaptive Control and Signal Processing, 2018. 



Adaily S., Mbarek A., Garna T., Ragot J. Optimal multimodel representation by Laguerre filters applied to a communicating two tank system. Journal of Systems Science and Complexity, 31 (3), 2018. 




_______ 2017 _______



Srinivasarengan K.,, Ragot J., Aubrun C., Maquin D. An adaptive observer design approach for discrete-time nonlinear systems. International Journal of Applied Mathematics and Computer Science, De Gruyter, 2017. 



Schwaller B., Ensminger D., Dresp-Langley B., Ragot J. Resistance to Noise of Non-linear Observers in Canonical Form. Application to a Sludge Activation Model. Journal of Mathematics Research, 9 (2), April 2017. Link 




_______ 2016 _______



Ichalal D., Marx B., Ragot J., Mammar S., Maquin D. Sensor fault tolerant control of nonlinear Takagi-Sugeno systems. Application to vehicle lateral dynamics. International Journal of Robust and Nonlinear Control, Wiley, 26 (7),1376-1394, 2016. 



Bezzsaoucha S., Marx B., Maquin D., Ragot J. State and output feedback control for Takagi-Sugeno systems with satured actuators. International Journal of Adaptive Control and Siganl Processing, Wiley, 30 (6), 888-905, 2016.



Ragot J., Marx B., Maquin D. Capteur logiciel pour la détection de changement de modes de fonctionnement. Instrumentation, Mesures, Métrologie, 2016. Link 



Khouaja A., Garna T., Ragot J., Messaoud H. Robust predictive controller for nonlinear uncertain process based on S-PARAFAC Volterra models. The International Journal of Advanced Manufacturing Technology, 2016. Link 



Tawfik N., Ben Njima C., Garna T., Ragot J. Input fault detection and estimation using PI observer based on the ARX-Laguerre model. International Journal of Advanced Manufacturing Technology, 2016. Link 



Maraoui S., Bouzrara K., Ragot J. Identification of a linear parameter varying system based on Meixner-like model. Transactions of the Institute of Measurement and Control, 2016. Link 



Schwaller B., Esminger D., Dresp B., Ragot J. State estimation for MISO non-linear systems in generalized canonical form of regulation. International Journal of Applied Mathematics and Computer Science, 2016. Link 




_______ 2015 _______



Khouaja A., Garna T., Ragot J., Messaoud H. Constrained predictive control of a SISO nonlinear system based on third-order S-PARAFAC Volterra models. Transactions of the Institute of Measurement and Control, 2015. Link 



Kallas M., Mourot G., Maquin D.,Ragot J. Detection, isolation and fault estimation of nonlinear systems using a directional study. Journal of Physics: Conference Series, 659, 2015. Link 



Mbarek A., Bouzrara K., Garna T., Ragot J., Messaoud H. Laguerre-based modelling and predictive control of multi-input multi-output systems applied to a communicating two-tank system. Transactions of the Institute of Measurement and Control, 2015. Link 



Bezzaoucha S., Marx B., Maquin D., Ragot J. State and output feedback control for Takagi-Sugeno systems with saturated actuators. International Journal of Adaptive Control and Signal Processing, 2015. Link 



Bezzaoucha S., Marx B., Maquin D., Ragot J. State constrained tracking control for nonlinear systems. Journal of the Franklin Institute, 352 (7), 2866-2886, 2015. Link 



Haj Salah A.A., Garna T., Ragot J., Messaoud H. Synthesis of a robust controller with reduced dimension by LSDP-technique and decomposition based on Laguerre functions. Transactions of the Institute of Measurement and Control, 2015. Link 



Khouaja A., Garna T., Ragot J., Messaoud H. Nonlinear Predictive Controller based on S-PARAFAC Volterra Models applied to a Communicating Two Tank system. International Journal of Control, 88 (8), 1456-1471, 2015. Link 



Nagy Kiss A.M., Schutz G., Ragot J. Parameter estimation for uncertain systems based on fault diagnosis using Takagi-Sugeno model. ISA Transactions, 2015.Link 



Haj Salah A.A., Garna T., Ragot J., Messaoud H. Transition and control of nonlinear systems by combining the Loop Shaping Design Procedure and the gap metric theory. Transactions of the Institute of Measurement and Control, 2015. 




_______ 2014 _______



Ichalal D., Marx B., Ragot J., Maquin D. Fault detection, isolation and estimation for Takagi-Sugeno nonlinear systems. Journal of the Franklin Institute, 2014. Link 



He X., Mourot G., Maquin D., Ragot J., Beauseroy P, Smolarz A., Grall-Maes E. Multi-task learning with one-class SVM. Neurocomputing, 2014. 




_______ 2013 _______



Sarah G., Bouzrara K., Garna T., Ragot J., Messaoud H. Online identification of the bilinear model expansion on Laguerre orthonormal bases. International Journal of Control, 2013. 



Bouarar T., Marx B., Maquin D., Ragot J. Fault tolerant control for uncertain Takagi-Sugeno systems by trajectory tracking: a descriptor approach. IET Control Theory and Applications, 14, 1793-1805, 2013. 



Bouzrara K., Garna T., Ragot J., Messaoud H. Optimal expansions of discrete-time bilinear models using Laguerre functions. IMA Journal of Mathematical Control and Information, 1-31, 2013. Link 



Bezzaoucha S. Marx B., Maquin D., Ragot J. Nonlinear Joint State and Parameter Estimation : Application to a Wastewater Treatment Plant. Control Engineering Practice, 21 (10), 1377-1385, 2013. Paper 



Bouzrara K., Garna T., Ragot J., Messaoud H. Nonlinear system modeling based on bilinear Laguerre orthonormal bases. ISA Transactions, 52, 301-317, 2013. 



Bouzrara K., Garna T., Ragot J., Messaoud H. Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output. International Journal of Control, 86 (3), 369-385, 2013. Link 



Schwaller B., Esminger D., Dresp B., Ragot J. State estimation for a class of non-linear systems. International Journal of Applied Mathematics and Computer Science, 23 (2), 2013. Link 



Orjuella R., Marx B., Maquin D., Ragot J. Nonlinear system identification using heterogeneous multiple models. International Journal of Applied Mathematics and Computer Science, 23 (1), 2013. Paper Link 



Ben Aicha A, Mourot G., Benothman K., Ragot J. Determination of Principal Component Analysis models for sensor fault detection and isolation. International Journal of Control, Automation and Systems, 11 (2), 296-305, 2013. Link 




_______ 2012 _______



Salem A., Kardous Z., Braiek N.B., Ragot J. On the State Observer Based Stabilization of Takagi-Sugeno Systems with Immeasurable Premise Variables. International Journal of Control, Automation and Systems, 10 (6), 1153-1163, 2012. Link 



Bouzrara K., Garna T., Ragot J., Messaoud H. Expansion of the ARX model on Laguerre orthonormal bases with filters on model input and output. ISA Transactions, 51 (6), 848-860, 2012. Link 



Ben Hmida F., Khémiri K., Ragot J., Gossa M. Three-stage Kalman filter for state and fault estimation of linear stochastic systems with unknown inputs. Journal of the Franklin Institute, 349 (7), 2369-2388, 2012. Paper Link 



Ichalal D., Marx B., Ragot J., Maquin D. New fault tolerant control strategies for nonlinear Takagi-Sugeno systems. International Journal of Applied Mathematics and Computer Science, AMCS, 22 (1), 197-210, 2012. Paper Link 




_______ 2011 _______



Benaicha A., Mourot G., Benothman K., Ragot J. Détermination de modèles ACP pour la détection et la localisation de défauts de capteurs. Journal Européen des Systèmes Automatisés, 1, 9-32, 20121 Paper 



Trinh D.H., Marx B., Goupil P., Ragot J. Détection de pannes oscillatoires dans le système de commande de vol d'avion. Instrumentation, Mesure, Métrologie, 11 (3/4), 131-148, 2011. Link 



Khemiri K., Ben Hmida F., K Ragot J., Gossa M. Novel optimal recursive filter for state and fault estimation of linear stochastic system with unknown disturbances. International Journal of Applied Mathematics and Computer Science, 21 (4), 629-637, 2011. Link 



Nagy A.M., Marx B., Mourot G., Schutz G., Ragot J. State estimation of two-time scale multiple models. Application to wastewater treatment plant. Control Engineering Practice, 19(11), 1354-1362, 2011. Paper Link 



Nagy A.M., Marx B., Mourot G., Schutz G., Ragot J. Observers design for uncertain Takagi-Sugeno systems with unmeasurable premise variables and unknown inputs. Application to a wastewater treatment plant. Journal of Process Control, 21, pp. 1105-1114, 2011. Link 



Sircoulomb V., Hoblos G., Chafouk C., Ragot J. Sensor network design for improving estimation quality. International Journal of Modelling and Simulation, 2011. Link 



Aouaoud S., Khadir T., Mourot G., Ragot J. Linéarisation d'un modèle de réacteur à boues activées. Courrier du Savoir, 12, 93-99, 2011. Paper 




_______ 2010 _______



Nagy A.M., Mourot G., Schutz G., Ragot J. Modélisation d'un réacteur biologique à l'aide d'une structure multimodèle. Journal Européen des Systèmes Automatisés, 44 (4-5), pp. 423-443, 2010. Link HAL 



Ben Hmida F., Khemiri K., Ragot J., Gossa M. Robust filtering for state and fault estimation of linear stochastic systems with unknown disturbancess". Mathematical Problems in Engineering, Article ID 591639, 24 pages, 2010. Link HAL 



Sircoulomb V., Hoblos G., Chafouk C., Ragot J. Modélisation des entrées inconnues pour une estimation d'état robuste. Application à un système de navigation hybridée inertie-GPS. Journal Européen des Systèmes Automatisés. 9-10, 2010. Link 



Harkat M., Tharrault Y., Mourot G., Ragot J. Multiple Sensor Fault detection and Isolation of an Air Quality Monitoring Network using RBF-NLPCA mode. International Journal of Adaptive and Inovative Systems, 1 (3,4), pp. 267-284, 2010. Link 



Ben Hmida F., Khemiri K., Ragot J., Gossa M. Unbiased minimum-variance filter for state and fault estimation of linear time-varying systems with unknown disturbances". Mathematical Problems in Engineering, Article ID 343586, 17 pages, 2010. Link HAL 



Nagy A.M., Marx B., Mourot G., Ragot J., G. Schutz Exact activated sludge reactor modeling using a multiple model. Industrial & Engineering Chemistry Research, 49 (6), p. 2790-2799, 2010. Paper Link HAL 



Ichalal D., Marx B., Ragot J., Maquin D. State estimation of Takagi-Sugeno systems with unmeasurable premise variables. IET Control Theory and Applications, 4(5), 897-908, 2010. HAL 




_______ 2009 _______



Ichalal D., Marx B., Ragot J., Maquin D. Multi-observateurs à entrées inconnues pour un système de Takagi-Sugeno à variables de décision non mesurables. E-STA, 6 (2), 2009. Paper Link 



Ragot J., Sabeh Z., Maquin D. Modélisation et diagnostic de la boucle des gaz dans un moteur diesel. Revue de l'Electricité et de l'Electronique, REE (4), 1578-1590, 2009. Paper Link 


Domlan E. A., Huang B., Ragot J., Maquin D. Robust identification of switched regression models. IET Control Theory & Applications, 3 (12), 1578-1590, 2009. Link BibTeX HAL 



Orjuela R., Marx B., Ragot J., Maquin D. On the simultaneous state and unknown input estimation of complex systems via a multiple model strategy. IET Control Theory & Applications, 3 (7), 877-890, 2009. Paper Link HAL BibTeX 



Chadli M., Akhenak A., Ragot J., Maquin D. State and unknown input estimation for discrete time multiple model. Journal of the Franklin Institute, 2009. Paper Link HAL 




_______ 2008 _______



Chadli M., Akhenak A., Maquin D., Ragot J. On the design of observer for unknown inputs fuzzy models. International Journal of Automation and Control, 2 (1), p. 113-125, 2008. Link Doi BibTeX HAL 



Chadli M., Akhenak A., Maquin D., Ragot J. Fuzzy observer for fault detection and reconstruction of unknown input fuzzy models. International Journal of Modelling Identification and Control, 3 (2), p. 193-200, 2008. Link Doi HAL 



Hocine A., Chadli M., Maquin D., Ragot J. A discrete-time sliding window observer for Markovian switching system. Control and Intelligent Systems, 36 (2), p. 201-1917, 2008. Link Doi BibTeX 



Tharrault Y., Mourot G., Ragot J., Maquin D. Fault detection and isolation with robust principal component analysis. International Journal of Applied Mathematics and Computer Science, 4 (18), p. 429-442, 2008. Paper Link Doi HAL 



Lefebvre D., Aubry D., Chafouk H., Combastel C., Domlan E.A., Graton G., Hoblos G., Kajdan D., Kratz F., Lalami A., Lebbal M., Maquin D., Ragot J. Diagnostic des SDH : quelques contributions issues des approches continues. Journal Européen des Systèmes Automatisés, 41 (7-8), p. 895-912, 2007. Link HAL BibTeX 



Orjuela R., Marx B., Maquin D., Ragot J. State estimation for nonlinear systems using decoupled multiple model. International Journal of Modelling Identification and Control, 4 (51), p. 59-67, 2008. Link HAL 



Alhaj-Dibo M., Maquin D., Ragot J. Data reconciliation: a robust approach using a contaminated distribution. Control Engineering Practice, 16 (2), pp. 159-170, 2008. Link HAL BibTeX 



Sauter D., Ragot J. Advanced control methodologies for mining, mineral and metal (MMM) processing industries. Control Engineering Practice, 16 (2), p. 157-158, 2008. Link BibTeX 




_______ 2007 _______



Domlan E., Ragot J. and Maquin D. Switching Systems: Active Mode Recognition, Identification of the Switching Law. Journal of Control Science and Engineering, ID 50 796, 11 p., 2007. BibTeX HAL Link 



Benothman K., Maquin D., Ragot J., Benrejeb M. Diagnosis of uncertain linear systems: an interval approach. International Journal of Sciences and Techniques of Automatic control & computer engineering, 1 (2), pp. 136-154, 2007. BibTeX 



Maquin D., Ragot J., Ben Hmida F., Gossa M. Robust parameter estimation with noisy data. International Journal of Sciences and Techniques of Automatic control & computer engineering, 1 (2), pp. 226-235, 2007. 



Chafouk H., Hoblos G., Langlois N., Le Gonidec S., Ragot J. Soft Computing Approach to Data Validation in Aerospace Systems Using Parity Space Approach. Journal of aerospace engineering, 20 (2), pp. 165-171, 2007. Link BibTeX 



Marx B., Koenig D., Ragot J. Design of observers for Takagi-Sugeno descriptor systems with unknown inputs and application to fault diagnosis. IET Control Theory and Applications, 1 (5), pp. 1487-1495, 2007. Link BibTeX 



Chafouk H., Hoblos G., Langlois N., Le Gonidec S., Ragot J. Soft Computing Approach for Data Validation. Journal of aerospace computing information and communication, 4 (1), pp. 628-635, 2007. Link BibTeX 



Domlan E.A., Ragot J., Maquin D. Systèmes à commutation : recherche du mode actif, identification de la loi de commutation. Journal Européen des Systèmes Automatisés, 41 (1), p. 7-30, 2007. Link HAL BibTeX 



Akhenak A., Chadli M., Maquin D., Ragot J. Multiple model approach modelling: application to a turbojet engine. International Journal of Vehicle Autonomous Systems, IJVAS, 2007, 5 (3-4), p. 288-305 Link HAL BibTeX 



Akhenak A., Chadli M., Maquin D., Ragot J. Design of a sliding mode fuzzy observer for uncertain Takagi-Sugeno fuzzy model: application to automatic steering of vehicle. Journal of Engineering and Applied Sciences, JEAS, 2007, 2 (4), p. 798-807. Link HAL BibTeX 




_______ 2006 _______



Ragot J., Maquin D. Validation et réconciliation dedonnées. Approches conventionnelle, difficultés et développements. Les Techniques de l'Industrie Minérale, 29, pp. 22-30, 2006. BibTeX 



Domlan E.A., Ragot J., Maquin D. Systèmes à commutation : diagnostic de fonctionnement et identification de la loi de commutation. e-STA, Sciences et Technologies de l'Automatique, revue électronique de la SEE, vol. 3, no. 3, 2006. Communication sélectionnée de CIFA'2006, Bordeaux, France, 30-31 mai - 1 juin 2006. HAL BibTeX 



Harkat M.F., Mourot G., Ragot J. An improved PCA scheme for sensor FDI: application to an air quality monitoring network. Journal of Process Control, 16 (6), p. 625-634, 2006. Link BibTeX 



Cherrier E., Boutayeb M., Ragot J. Observers based synchronization and input recovery for a class of nonlinear chaotic models. IEEE Transactions on Circuits and Systems, 53 (9), p. 1977-1988, 2006. BibTeX 



Adrot O., Flaus J.M. , Ragot J. Estimation of Bounded Model Uncertainties. Journal of Robotics and Mechatronics, 18 (5), p. 661-671, 2006. Link BibTeX 



Ragot J., Maquin D. Fault measurement detection in an urban water supply network. Journal of Process Control, 16 (9), p. 887-902, 2006. Link BibTeX 




_______ 2005 _______



Ragot J., Maquin D, Alhaj-Dibo M. Linear mass balance equilibration: a new approach for an old problem. ISA Transactions, 44 (1), p. 23-35, 2005. Paper Link BibTeX HAL 



Ragot J., Chadli M. Maquin D. Mass balance equilibration: a bilinear case with a robust approach using contaminated distribution. AIChE Journal, 51 (5), p. 1569-1575, 2005. Doi Link BibTeX HAL 



Harkat M.F., Mourot G., Ragot Diagnostic de fonctionnement de capteurs d'un réseau de surveillance de la qualité de l'air par analyse en composantes principales. Journal Européen des Systèmes Automatisés, 39 (4), p. 417-436, 2005. Paper Link BibTeX 



Gasso G., Mourot G., Ragot J. Prévision des maxima journaliers d'ozone, approche multimodèle. Journal Européen des Systèmes Automatisés, 39 (4), p. 513-532, 2005. Link BibTeX 



Chadli M., Maquin D., Ragot J. Stability analysis and design for continuous-time Takagi-Sugeno control systems. International Journal of Fuzzy Systems, 7 (3), 2005. BibTeX 



Hocine A., Ragot J., Maquin D. Identification de systèmes à commutation. e-STA, Sciences et Technologies de l'Automatique, revue électronique de la SEE, 2 (3), 2005. Communication sélectionnée des Journées Doctorales Modélisation, Analyse et Conduite des Systèmes dynamiques, JDMACS 2005, Lyon, France, 5-7 septembre 2005. Link BibTeX 




_______ 2004 _______



Ragot J., Maquin D. Reformulation of data reconciliation problem with unknown-but-bounded errors. Industrial and Engineering Chemistry Research, 43 (6), pp. 1530-1536, 2004. Paper BibTeX 



Hocine A., Maquin D., Ragot J. Observateur à mémoire finie pour les systèmes à commutations : application à la détection de défauts. e-STA, Sciences et Technologies de l'Automatique, revue électronique de la SEE, 1 (4), 2004. Communication sélectionnée de la Conférence Internationale Francophone d'Automatique, CIFA'2004, Douz, Tunisie, 22-24 novembre 2004. BibTeX 



Akhenak A., Chadli M., Ragot J., Maquin D. Estimation d'état et d'entrées inconnues d'un système non linéaire représenté sous forme multimodèle. e-STA, Sciences et Technologies de l'Automatique, revue électronique de la SEE, 1 (4), 2004. Communication sélectionnée de la Conférence Internationale Francophone d'Automatique, CIFA'2004, Douz, Tunisie, 22-24 novembre 2004. BibTeX 




_______ 2003 _______



Maquin D., Ragot J. Validation de données issues de systèmes de mesure incertains. Journal Européen des Systèmes Automatisés, Numéro spécial "Applications des outils de calculs ensemblistes", 37 (9), 2003. Link BibTeX 



Cherrier E., Boutayeb M. Ragot J. Evaluation des bornes d'un système incertain; approche intervalle. Journal Européen des Systèmes Automatisés, Numéro spécial "Applications des outils de calculs ensemblistes", 37 (9), p. 1181-1192, 2004. Paper Link BibTeX HAL 




_______ 2002 _______



Adrot P., Ploix S., Ragot J. Caractérisation des incertitudes dans un modèle linéaire statique. Journal européen des systèmes automatisés, 36 (6), p. 799-824, 2002. Link BibTeX HAL 



Schweitzer P., Tisserand E., Mathieu J., Ragot J. Analyse corrélative de signature ultrasonore de cibles immergées. Journal Européen des Systèmes Automatisés, 36 (6), p. 865-878, 2002. Link BibTeX HAL 




_______ 2001 _______



Ragot J., Grapin G., Chatelier P., Colin F. Modeling of a water treatment plant. A multi-model representation. Journal of Environmetrics, 12, p. 599-611, 2001. BibTeX HAL 



Bara I., Daafouz J., Kratz F., Ragot J. Parameter-dependent state observer design for affine LPV systems. International Journal of Control, 74, p. 1601-1611, 2001. BibTeX 



Fontaine L., Ragot J. Filtrage de signaux à échantillonnage irrégulier. Traitement du Signal (TSI), 18 (2), p. 89-102, 2001. Paper BibTeX HAL 




_______ 2000 _______



Tisserand P., Ragot J., Tisserand E., Schweitzer P., Cecile J.L. Conception d'un capteur de mesure de la teneur en cuivre dans les eaux. Journal Européen des systèmes automatisés. Hermès, 34 (5), 2000. HAL 



Maquin D., Adrot O., Ragot J. Data reconciliation with uncertain models. ISA Transactions, 39, p. 35-45, 2000. Paper 




_______ 1999 _______



Ploix S., Giuliani S., Ragot J. An unifying approach of LTI discrete-time state observers by means of complementary matrices. IEEE AC, 44 (2), p. 422-426, 1999. Link 



Mourot G., Gasso K., Ragot J. Modelling of ozone concentrations using a Takagi-Sugeno model. Control Engineering Practice, 7, p. 707-715, 1999. 



Maquin D., Narasimhan S., Ragot J. Data validation with unknown variance matrix. Computers and Chemical Engineering Supplement, p. S609-S612, 1999. 



Boukhris A., Mourot G., Ragot J. Non-linear dynamic system identification: a multi-model approach. International Journal of Control, 72 (7/8), p. 591-604, 1999. HAL 



Mourot G., Gasso G. Ragot J. Modelling of ozone concentration using a Takagi-Sugeno model. Control Engineering Practice, 44 (2), p.422-426,1999. 



Ragot J., Kratz F. Ajustement automatique des paramètres d'un multi-régulateur. Journal Européen des Systèmes Automatisés, 33 (1/2), p. 99-113, 1999. 




_______ 1998 _______



Mandel D., Abdollahzadeh A., Maquin D., Ragot J. Data reconciliation by inequality balance equilibration. A LMI approach. International Journal of Mineral Processing, 53, p. 157-169, 1998. Paper Link HAL 



Schreier G., Ragot J., Frank P.M., Gissinger G.L. Bounds of parameter uncertainties for robust stability of linear uncertain systems. International Journal of Systems Science, 29 (1), pp. 85-90, 1998. 



Malti R., Maquin D., Ragot J. Bilateral decomposition of a time function into Laguerre series. Application to LTI system identification. Journal of the Franklin Institute, 335B (5), p. 851-869, 1998. 



Malti R., Ekongolo S., Ragot J. Dynamic SISO and MIMO system approximation based on Laguerre models. IEEE Transaction on Automatic Control, 43 (9), p. 1318-1323, 1998. Link BibTeX 




_______ 1997 _______



Dorr R., Kratz F., Ragot J., Loisy F., Germain J.L. Detection, isolation and identification of sensor faults in nuclear power plants. IEEE Trans. on Control Systems Technology, 5(1), p. 42-60, 1996. Doi Link BibTeX 



Maquin D., Luong M., Ragot J. Fault detection and isolation and sensor network design. Journal Européen des Systèmes Automatisés, 31 (2), p. 393-406, 1997. HAL 



Mourot G., Ragot J. Identification de modèles de Takagi-Sugeno. Application à la modélisation de la concentration d'ozone. Journal Européen des Systèmes Automatisés, 31 (9-10), p. 1587-1608, 1997. 




_______ 1996 _______



Gaddouna B., Giuliani S., Ragot J. Design of observer for descriptor systems. International Journal of Systems Sciences, 27 (5), p. 465-471, 1996. HAL 



Ragot J., Ekongolo S., Maquin D.. State equations and decomposition into Laguerre functions. Journal of Franklin Institue, 333B(2), p. 283-288, 1996. Paper 



Ragot J., Luong M. Maquin D. Observability of systems involving flows circulation. International Journal of Mineral Processing, 47, p. 125-140, 1996. Paper 




_______ 1995 _______



Ekongolo S., Maquin D., Ragot J. Time series expansion using discrete bilateral Laguerre models. Electronics Letters, 31 (12), p. 955-956, 1995. 



Schreier G., Gaddouna B., Ragot J. Matrices computation of an unknown-input observer. International Journal of Systems Sciences, 6 (4), p. 991-998, 1995. 




_______ 1994 _______



Kobi A., Nowakowski S., Ragot J. Fault detection-isolation and control reconfiguration. Mathematics and Computer in Simulation, 37, 1994. Link HAL < 10.1016/0378-4754(94)90012-4> DOI 



Turbatte H.C., Maquin D., Huynh C.T., Ragot J. Conception de l'architecture d'un système d'instrumentation. Application à un procédé pétrochimique. Revue Européenne Diagnostic et Sûreté de Fonctionnement, 4 (1), p. 53-72, 1994. 



Ragot J., Maquin D., Ribbens W.B. Two approaches for the isolation of plant failures in dynamic systems. Revue Européenne Diagnostic et Sûreté de Fonctionnement, 4 (1), p. 73-91, 1994. 



Ouladsine M., Maquin D., Ragot J. A new procedure for multi-input dynamic systems identification. International Journal of Modelling and Simulation,14 (3), p. 107-111, 1994. 



Ragot J., Maquin D. An algorithm for obtaining redundancy equations of LTI systems. Automatica, 30 (3), p. 537-542, 1994. BibTeX 




_______ 1993 _______



Ragot J., Maquin D. Failure detection, identification and accomodation based on new accomodation filter. International Journal of System Sciences, 24 (6), p. 1215-1220, 1993. 



Ragot J., Lamotte M. Fuzzy logic control. International Journal of System Sciences, 24 (10), p. 1825-1848, 1993. 



Ragot J., Maquin D., Kratz F. Analytical redundancy for systems with unknown inputs. Application to faults detection. Control Theory and Advanced Technology, 9 (3), p. 775-788, 1993. 




_______ 1992 _______



Ragot J., Maquin D., Sauter D. Data validation using orthogonal filters. IEE Proceedings - Part D, 139 (1), p. 47-52, 1992. 



Ragot J., Maquin D., Bloch G. Sensor positioning for processes described by bilinear equations. Revue Européenne Diagnostic et Sûreté de Fonctionnement, 2 (2), p. 115-132, 1992. 



Heraud N., Maquin D., Ragot J. Multilinear balance equilibration - application to a complex metallurgical process. Minerals and metallurgical processing Journal, p. 97-204, 1992. 



Ragot J., Mielcarek D. Recursive identification of multivariable interconnected systems. International Journal of Systems Science, 23 (6), p. 987-1000, 1992. 



Gomolka W., Turbatte H.C., Maquin D., Ragot J. Contribution à l'analyse d'observabilité des systèmes linéaires. Revue A.P.I.I., 26 (2), pp 69-89, 1992. 




_______ 1991 _______



Ragot J., Aitouche A., Maquin D., Kratz F. Detection and location of gross errors in instruments and analytic redundancies using parity space technique. International Journal of Mineral Processing, 31 (3-4), p. 281-289, 1991. 



Maquin D., Bloch G., Ragot J. Data reconciliation for process flow. Revue Européenne Diagnostic et Sûreté de Fonctionnement, 1 (2), p. 145-182, 1991. 




_______ 1990 _______



Ragot J., Maquin D., Bloch G., Gomolka W. Observability and variables classification in bilinear processes. Journal A, 4 (31), p. 17-23, 1990. 



Merckle J., Sauter D., Ragot J., Lajournade J.B., Watrinet J.M. Intelligent sensing for non-destructive testing using eddy current. Non Destructive Testing International, 23 (6), p. 335-344, 1990. Link 



Ragot J., Maquin D., Bloch G., Gomolka W. Observability and variables classification in bilinear processes. Journal A, 4 ( 31), p. 17-23, 1990. 




_______ 1988 _______



Ragot J., Janyenne A., Maquin D., Fayolle J. Validation de données de systèmes dynamiques par équilibrage de bilan. Journal of Control and Computers, 16 (2), p. 50-54, 1988. 



Maquin D., Ragot J., Darouach M., Fayolle J. Validation des mesures par équilibrage hiérarchisé de bilans-matière. International Journal of Mineral Processing, 23, p. 241-252, 1988. 




_______ 1986 _______



Fayolle J., Darouach M., Ragot J. Influence qualitative et quantitative des mesures sur le diagnostic de l'é tat des systèmes. Journal of Modelling and Simulation, 6 (2), 1986. BibTeX 



Darouach M., Ragot J., Fayolle J., Maquin D. Validation de mesures par équilibrage de bilan. International Journal of Mineral Processing, 17, p. 273-285, 1986. 



Richard A., Ragot J., Cunin P., Aubrun M., Blazy P. Instrumentation d'un procédé de séchage de talc en vue de sa conduite automatisée. Revue de l'industrie minérale, B, p. 341-346, 1986. 




_______ 1985 _______



Mercklé J., Ragot J., Darouach M. Diagnostic assisté par ordinateur de l'état d'un réseau de transport de matière. ISMM Journal Microcomputer Applications, 3 (1), 1985. 




_______ 1984 _______



Ragot J., Roesch M., Aubrun M. Logiciel de simulation conversationnelle de systèmes non-linéaires. Advance on Modelling and Simulation (AMSE Press), 1 (2), p. 21-26, 1984. 



Ragot J., Brepson J.C., Clausse G. Identification des paramètres d'une classe de systèmes linéaires cascades en présence de mesures bruitées. Advance in Modelling and Simulation (AMSE Press), 1 (3), p. 1-6, 1984. BibTeX 




_______ 1983 _______



Ragot J., Aubrun M., Darouach M. Bilans-matiéres méthodes et applications minéralurgiques. International Journal of Control, 11 (2), 1983. 



Ragot J., Aubrun M. Rechnersteuerung einer Maschinengruppe der Erzaufbereitung Aufbereitungstechnik. Aufbereitungstechnik, 2, p. 69-78, februar 1983. 




_______ 1982 _______



Ragot J., Aubrun M. Application de la régression orthogonale sous contrainte linéaire à un problème d'équilibrage de bilans-matière. Revue de Statistique Appliquée, 30 (2), 1982. Paper 



Ragot J., Sauter D., Clausse G. Surveillance par calculateur d'un atelier de broyage-classification. Le Nouvel Automatisme, décembre 1982. 




_______ 1981 _______



Krzakala G., Ragot J., Aubrun M. Traitement hiérarchisé de données expérimentales d'un processus de séparation de minerais á modèles multilinéaires connus. AMSE, 14, 1981. 



Aubrun M., Humbert C., Ragot J. L'automatisation en valorisation des minerais. Revue de l'Industrie Minérale, 9, p. 691-696, novembre 1981. 




_______ 1980 _______



Krzakala G., Ragot J., Humbert C. Application du calcul hiérarchisé au traitement d'essais multiples d'un processus industriel á modélles non linéaires connus. RAIRO, 14 (4), p. 317-341, 1980. 



Heitzmann P., Ragot J., Humbert C., Aubrun M. Commande par calculateur d'une boucle de broyage classification. Revue de l'Industrie Minérale, aožt 1980. 




_______ 1979 _______



Ragot J., Krzakala G., Aubrun M. Ajustement de données à un modéle non linéaire connu en utilisant le calcul hiérarchisé. Le Nouvel Automatisme, 24 (3), avril 1979. 



Ragot J., Aubrun M. Equilibrage de bilans-matiére dans l'industrie minérale. Revue de l'Industrie Minérale, aožt 1979. 




_______ 1977 _______



Marmonier R., Roesch M., Ragot J. Quadratic optimization on shifted horizon using Laguerre functions. Journal A, 18 (4), p. 219-223, 1977. 



Ragot J., Roesch M., Humbert C. Algorithm for identifying the dynamics characteristics of objects by means of orthogonal functions. Journal A, 18 (3), 1977. 



Ragot J., Degoul P., Roesch M., Marmonier R., Heitzmann P. Axiomatique formalisée des processus de fragmentation. Revue de l'Industrie Minérale, p. 66-82, avril 1977. 




_______ 1976 _______



Aubrun M., Krzakala G., Ragot J., Roesch M. Etude expérimentale de quatre modes de régulation d'un processus thermique à grandes constantes de temps. Automatisme, juillet 1976. 



Marmonier R., Roesch M., Ragot J. Some technics of decomposition of a time function into discrete Laguerre functions. Journal A, 17 (4), p. 215-218, 1976. HAL 



Roesch M., Ragot J., Degoul P. Modeling and control in the mineral processing industrie. International Journal of Mineral Processing, 3, p. 219-246, 1976. 



Roesch M., Ragot J., Heitzmann P. Identification d'un système linéaire par filtrage et corrélation à l'aide de séquences binaires. Revue A, 17 (1), 1976. HAL 




_______ 1974 _______



Albert J, Ragot J., Roesch M. Une méthode de correction autoadaptative par calculateur numérique. Revue A, 15 (4), p. 192-194, 1974. HAL 



Roesch M., Ragot J., Albert J. Méthode de résolution d'un problème à deux limites (TPBVP). Revue A, 15 (3), p. 143-144, 1974. HAL 



Ragot J., Roesch M., Humbert C. Optimalisation quadratique par décomposition en fonctions de Laguerre. C. R. Académie des Sciences Paris, 278, p. 961-962, 1974. BibTeX 




_______ 1972 _______



Krzakala G., Ragot J., Roesch M. Determination of the coefficients of regulator. Revue A, 14 (3), p. 39-41, 1972. HAL 




_______ 1971 _______



Ragot J., Humbert C., Aubrun M. Détermination d'un système apériodique à partir des moments de sa ré ponse impulsionnelle. Revue A, 13 (4), p. 138-141, 1971. HAL 




_______ 1970 _______



Humbert C., Ragot J. Comportement asymptotique des rapports caractéristiques dans l'optimisation quadratique. Revue A, 12 (1), p. 32-34, 1970. HAL 


  

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