Université de technologie de Troyes

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Mitra FOULADIRAD
Mitra FOULADIRAD
After a master degree in mathematics and statistics she joined the University Technology of Troyes for a Ph.D in fault detection in linear stochastical systems with nuisance parameters. Since 2006 she is associate professor in University Technology of Troyes and her main research interest is maintenance modelling and Reliability.

Research

Research Area

The main area is the application of classical statistical and probabilistic methods in reliability analysis and maintenance of systems. The stochastic models are used to model the evolution of a deterioration phenomenon and the impact of environmental parameters. During system monitoring, through parametric statistical tests, change and faults are detected and isolated. To avoid failure and the resulting period of inactivity the system should be maintained preventively. Based on information collected through inspections condition-based maintenance decission rules are proposed. By probabilistic tools the maintenance strategy is evaluated and optimised.

Supervision

PHD SUPERVISION

-Xuejing Zhao, 2006-2009, PhD in Stochastic models for systems with non-monotone deterioration in presence of covariates and maintenance optimisation.

-Amelie Ponchet, 2007-2010, PhD in Maintenance modelling for a system subject to several deterioration modes.

-Khanh Le Son, 2009-2012, PhD in Remaining useful life estimation by using stochastic models.

-Ariane Lorton, 2009-2012, PhD in Piece-wise Deterministic Markov Processes and Remaining useful life estimation.

-Thy Thui Linh Nguyen, PhD in Common Cause Failure analysis and Bayesian parameter estimation.

-Wenjin Zhu, PhD in Condition-based maintenance for a deterioration system in dynamic environment

-Tuan Nguyen PhD in Imperfect maintenance modelling and degradation

-Houda Ghamlouch PhD in Risk modelling and prognosis

MS PROJECT SUPERVISION

-F.Brissaud 2007 : Failure rate evaluation with influencing factors in collaboration with INERIS.
-R. Nyadjiki 2008 :  Sequential statistical tests for change detection in complex linear models, in collaboration with Hispano-Suiza
-T.T.L Nguyen 2009 : On Common Cause Failure models and Bayesian parameter estimation,  in collaboration with EDF/RD.
-P.K. Nguyen 2009: On Hidden Markov Models and maintenance optimisation.
-T.T. Duong 2010: Adaptive maintenance policy for a non-homogenous Gamma process.

Grant and Projects

-Project DEPDRADEM Project GIS (Groupement d'interet scientifique) : Degradation models and Pronostics for maintenance decision rules. Collaboration with CRAN Nancy
-European Project MoDe (Maintenance on Demand) Collaboration with Fraunhofer, Volvo, DHL, LMS International NV, Conti Temic microelectronic GmbH, Avonwood Developments Ltd, Valtion teknillinen tutimuskeskus, Technische Universitat Darmstadt, Mobisoft Oy.
-Risk-Perform- Champagne Ardenne region Emergence project Collaboration with Reims Management School,
-ANR AMMSI (Ageing and Maintenance in reliability : Modelling and Statistical Inference) Collaboration with Pau university, Grenoble university, Besancon university,

Industrial Collaborations

Participation to 4 contracts with EDF/Division Research and Study,
Departement of Industruial Risk Management (Clamart) on Common Cause failures (CCF)
and Safety Probabilistic studies.

Participation to a contract with EDF/Division Research and Study,
Departement of Industruial Risk Management(Chatou) on degradation modelling.

Participation to a contract with EADS.

Teaching

I have taught a wide range of undergraduate and postgraduate courses: linear algebra, function analysis, statistics, survival analysis, probability, diagnosis.

Administration

Industrial Engineering Department Responsable of international exchanges

International activities

Scientific Committee ESREL 2009, ESREL 2011, The European Safety and Reliability
Conference and the forum for ESRA (The European Safety and Reliability Association). This is the main
European Conference on reliability and is the meeting of all the European National Societies.
Scientific Committee of Workshop GIS 3SGS 2008
Chair of session at Conference PSAM9-PSAM10
Chair of session at Conference SAFEPROCESS 2009 (IFAC)
Chair of session at Conference ESREL2009, 2010, 2011,2012
Member of the ESRA (European Safety and Reliability Association)
Member of the ESREDA (European Safety and Reliability Data Analysis) Maintenance Modelling WG
Member of the DIAG21 (Diagnostic for the 21th century)
Membre of the Working Group  Security and Safety of structures of IMdR (Institute de Maitrise de Risque) animated by Andre Lannoy

REFEREEING

IEEE Transactions on reliability
IEEE Transactions on electronic Engineering
Reliability Engineering and System Safety
European Journal of the Operational Research
Journal of Risk and Reliability
Journal of Applied Mathematical modelling

Journal de la société française de statistiques

Publications

Papers published in Journals

  1. Mitra Fouladirad, Igor Nikiforov Optimal statistical fault detection with nuisance parameter, Automatica 41 , 7 July 2005.
  2.  Mitra Fouladirad, Ludovic Freitag, Igor Nikiforov,  Optimal fault detection in the generalized linear systems with nuisance parameters , International journal of adaptive control and signal processing, 1099-1115 , 2007.
  3. Mitra Fouladirad , Antoine Grall , Laurence Dieulle. On the use of on-line detection for maintenance of gradually deteriorating systems. Reliability engineering & systems safety, 2008, vol.93, p. 1814-1820.
  4. Mitra Fouladirad , Antoine Grall , A Maintenance Decision Rule with embedded Bayesian on-line change detection for gradually deteriorating systems. Journal of Risk and Reliability,Vol 222, N 3 Page 359-369, 2008.
  5. Florent Brissaud, Dominique Charpentier, Mitra Fouladirad, Anne Barros and Christophe Bérenguer, Failure rate evaluation with influencing factors, Journal of Loss Prevention in the Process Industries Volume 23-2, March 2010, Pages 187-193
  6. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, Condition-based inspection/replacement policies for non-monotonedeteriorating systems with environmental covariates, . Reliability engineering & systems safety, 2010, vol.95, p. 921-934.
  7. Amélie Ponchet, Mitra Fouladirad, Antoine Grall Assessment of a maintenance model for a multi-deteriorating mode system Reliability engineering & systems safety, 2010, Volume 95, Issue 11, November 2010, Pages 1244-1254
  8. Amélie Ponchet, Mitra Fouladirad, Antoine Grall Maintenance policy on a finite time span for a gradually deteriorating system with imperfect improvement, Journal of Risk and Reliability, June 2011; vol. 225, 2: pp. 105-116.
  9. Mitra Fouladirad, Antoine Grall  Condition-based maintenance for a system subject to a non-homogeneous wear process with a wear rate transition Reliability Engineering & System Safety, Volume 96, Issue 6, June 2011, Pages 611-618
  10. Mitra Fouladirad, Yann Dijoux, Estelle Deloux, Generalization of the Proportional Hazards model for maintenance modelling and optimization, Journal of Risk and Reliability 2012 Published online before print June 26, 2012, doi: 10.1177/1748006X12448149 .
  11. Ariane Lorton, Mitra Fouladirad, Antoine Grall A methodology for probabilistic model-based prognosis European journal of operational research 2012 Available online.
  12. Mitra Fouladirad, Antoine Grall On-line change detection and condition-based maintenance for systems with unknown deterioration parameters IMA Journal of Management Mathematics 2012, doi: 10.1093/imaman/dps032 First published online: December 19, 2012
  13. Khanh Le Son, Mitra Fouladirad, Anne Barros Remaining useful life estimation based on stochastic deterioration models: a comparative study, Reliability Engineering and System Safety 112 (2013) 165–175.

Papers published in conference proceedings

  1. Mitra Fouladirad, Igor Nikiforov, Détection statistique optimale dans un système linéaire en présence de paramètres de nuisance.  GRETSI 2003, Septembre 8-12 2003 , Paris.
  2. Mitra Fouladirad, Igor Nikiforov, Optimal statistical fault detection with nuisance parameters In Proceedings of ACC 2003 (Conférence IEEE), June 4-6 2003, Denver, USA, p. 3002
  3. Mitra Fouladirad, Igor Nikiforov, Optimal fault detection in linear stochastic systems with nuisance parameters, In Proceedings of Safeprocess 2003 (Conférence IFAC) , June 9-11 2003 , Washington, D.C., USA , sur CD-Rom p.6.
  4. Mitra Fouladirad, Igor Nikiforov, Statistical fault detection in linear systems with nuisance parameters, Actes du 5èmes Congrès ,Qualita 2003, 18-20 mars 2003 , Vandoeuvre-lès-Nancy : Institut de Sûreté Industrielle, France. p. 452-459.
  5. Mitra Fouladirad, Frederic Freitag Igor Nikiforov, Test invariant optimal pour la détection de défaillance dans un système linéaire en pr\'esence de paramètres de nuisance, journée statistique SFDS 2004 ,  mai 2004
  6. Laurence Dieulle, Mitra Fouladirad, Antoine Grall . On the use of on-line change detection for maintenance of gradually deteriorating systems. ESREL 2006. Portugal. September 2006.
  7. Mitra Fouladirad, Igor Nikiforov,  Optimal fault detection in the generalized linear systems with nuisance parameters , SAFEPROCESS 2006 Bejin Chine September 2006.
  8. Mitra Fouladirad, Antoine Grall, Laurence Dieulle. On the use of Bayesian on-line change detection for maintenance of gradually deteriorating systems. ESREL 2007. Stavanger. Norway. June 2007.
  9. Mitra Fouladirad, Antoine Grall, Laurence Dieulle. On-line change detection and maintenance for systems with unknown accelerated degradation mode. MMR 2007. Glasgow. U.K. July 2007.
  10. Laurence Dieulle, Mitra Fouladirad, Christophe B\'erenguer, Dominique Vasseur, Jean Dewailly. A survey on the common cause failure parameters estimation. MMR 2007. Glasgow. U.K. July 2007.
  11. Mitra Fouladirad, Antoine Grall . On Line change detection and conditional maintenance ACD 2007 Grenoble.
  12. Mitra Fouladirad, Anne Barros, Antoine Grall. Monitoring and maintenance of deteriorating systems. ESREDA seminar San Sebastian Spain May 2008.
  13. Laurence Dieulle, Anne Barros, Christophe Bérenguer, Antoine Grall, Mitra Fouladirad, Dominique Vasseur, Jean Dewailly. Common cause failure parameters estimation with no observation. PSAM 9. Hong Kong Chine 17-23 May 2008.
  14. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, Maintenance policy for deteriorating systems with explanatory variables. SSARS 2008 Gdansk Poland 22-28 June, 2008.
  15. Mitra Fouladirad Antoine Grall . On line change detection and condition based maintenance. IFAC2008. Seoul Korea 7-11 July 2008
  16. Amélie Ponchet Mitra Fouladirad Antoine Grall  On-line condition-based maintenance for systems with several modes of degradations. ESREL 2008. Valence Spain 21-26 September 2008.
  17. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, Optimal Periodic Inspection/Replacement Policy for Deteriorating Systems with  Explanatory Variables ESREL 2008. Valence Spain 21-26 September 2008.
  18. Florent Brissaud, Domnique Charpentier, Mitra Fouladirad, Anne Barros, Christophe Bérenguer, Safety Instrumented System reliability evaluation with Influencing Factors ESREL 2008. Valence Spain, 21-26 September 2008.
  19. Amélie Ponchet, Mitra Fouladirad, Antoine Grall, Maintenance Conditionnelle en-ligne de systèmes à plusieurs modes de dégradation Lambda Mu 16. Avignon October 2008.
  20. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, Maintenance conditionnelle et système à dégradation non monotone avec covariables . Lambda Mu 16. Avignon October 2008
  21. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, On Condition-based Maintenanc|e Policy for Deteriorating System in Presence of Covariates, MMR 2009 Moscou, Russia, 22-26 June 2009.
  22. Am\'elie Ponchet, Mitra Fouladirad, Antoine Grall, Assessment of a control limit maintenance      decision rule for a multi deteriorating mode system MMR 2009 Moscou, Russia, 22-26 June 2009.
  23. Mitra Fouladirad, Antoine Grall, On-line change detection and maintenance policy. IWSM09 Troyes, France.
  24. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Laurent Bordes, Non-periodic Inspection/Replacement Policy for Monotone Deteriorating System with Covariates, SAFEPROCESS 2009. Barcelona , Spain, 4-7 July 2009.
  25. Amélie Ponchet, Mitra Fouladirad, Antoine Grall, Imperfect condition-based maintenance on a finite time span for a gradually deteriorating system. ESREL 2009. Prague 7-11 September 2009.
  26. Mitra Fouladirad, Antoine Grall, On line condition-based maintenance for time dependent deteriorating systems. ESREL 2009. Prague 7-11 September 2009
  27. Anne Barros, Mitra Fouladirad, Antoine Grall, Stochastic Modelling for Gradual Deterioration,  Maintenance and Monitoring. ICOSSAR 2009. Osaka, Japan, 14-17 September 2009.
  28. Amélie Ponchet, Mitra Fouladirad, Antoine Grall, Assessment of maintenance policies for a multi-deterioration rates system. RAMS2010, San Jose, USA, 25-28 January 2010.
  29. Amélie Ponchet, Mitra Fouladirad, Antoine Grall, Assessment of an imperfect maintenance policy on a finite time span, ESREDA 2010, 2-4 May, Pecs, Hungry.
  30. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Condition-based maintenance and environmental parameters, ESREDA 2010, 2-4 May, Pecs, Hungry.
  31. Phuong Khanh Nguyen Mitra Fouladirad, Christophe Bérenguer, Condition-based maintenance and non-observable deteriorating systems, PSAM10, 7-11 June, Seattle USA.
  32. Mitra Fouladirad, Antoine Grall, On-line change detection and Condition-based maintenance for a non-homogenous gamma process, IWAP 2010, 5-8 July, Madrid Spain.
  33. Mitra Fouladirad, Christian Paroissin, Antoine Grall, Condition-based maintenance and non-homogenous gamma process, 6-10 September, ESREL 2010
  34. Khanh Le Son, Anne Barros, Mitra Fouladirad, Condition-based maintenance and non-homogenous gamma process, 6-10 September, ESREL 2010
  35. Estelle Deloux, Yann Dijoux, Mitra Fouladirad, Generalization of the Proportional Hazards model for maintenance optimization, 6-10 September,  ESREL 2010
  36. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Residual-based inspection/replacement policy for a deteriorating system with Markovian covariates, Industrial Engineering and Engineering Management (IEEM), 2010 IEEE International Conference 7-10 December. 2010,page(s): 636 - 640, Macao
  37. Ariane Lorton, Antoine Grall, Mitra Fouladirad Impact of Information on the Quality of a Prognostic Indicator, RAMS2011, Orlando, USA, 24-27, January 2011
  38. Thi Thuy Linh Nguyen, Christophe Bérenguer, Mitra Fouladirad, Anne-Marie Bonnevialle Adjustment of a Dirichlet Prior Distribution for Multiple Greek Letter Parameters Estimation in Bayesian Approach at EDF PSA 2011 Wilmington, USA, 13-17 March 2011
  39. Khanh Le Son, Mitra Fouladirad , Anne Barros,Gamma process with Gaussian noise applied on degradation and  failure phenomenon, CM 2011 and MFPT 2011 The Eighth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, 20–22 June 2011, Cardiff, Wales, UK
  40. Ariane Lorton, Antoine Grall, Mitra Fouladirad Computation of the Remaining Useful Life of a system using online information: a methodology for prognosis The Seventh International Conference on Mathematical Methods in Reliability (MMR2011) - Theory, Methods, and Applications. Beijing, China, June 20-24, 2011
  41. Khanh Le Son, Mitra Fouladirad , Anne Barros, Remaining Useful Life estimation based on probabilistic model, 17th ISSAT International Conference Reliability and Quality in Design August 4-6, 2011,Vancouver, B.C., Canada
  42. Estelle Deloux, Mitra Fouladirad, Christophe Bérenguer, Condition-based maintenance strategies for a partially observable deteriorating system,  ESREL 2011, 19-22 September, Troyes, France
  43. Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer, Adaptive residual-based maintenance policy for a deteriorating system in dynamic environment, ESREL 2011, 19-22 September, Troyes, France Mitra Fouladirad, Christian Paroissin, Antoine Grall, Semi-parametric estimation and condition-based maintenance, ESREL 2011, 19-22 September, Troyes, France
  44. Ariane Lorton, Antoine Grall, Mitra Fouladirad Probabilistic Prognosis of a system : application to a pneumatic valve , ESREL 2011, 19-22 September, Troyes, France
  45. Amélie Ponchet, Mitra Fouladirad, Antoine Grall , Imperfect condition-based maintenance assessment on a finite time span, QR2SME 2012, 16-19 june Chengdu, China
  46. Khanh Le Son, Mitra Fouladirad , Anne Barros Prognostic maintenance policy based on remaining useful life estimation, ESREL 2012, 25-29 june Helsinki, Finland
  47. Wenjin Zhu, Mitra Fouladirad, Christophe Bérenguer, Condition-based maintenance for a deteriorating system subject to random shocks and environmental changes ESREL 2012, 25-29 june, Helsinki, Finland
  48. Mitra Fouladirad, Estelle Deloux, Keomany Bouvard, Christophe Berenguer, Antoine Grall Case study for condition-based maintenance combined with on-line monitoring ESREL 2012, 25-29 june, Helsinki, Finland
  49. Mitra Fouladirad, Christian Paroissin, Antoine Grall Sensitivity analysis of the optimality of some maintenance policy for gamma degradation processes ESREL 2012, 25-29 june, Helsinki, Finland
  50. Khanh Le Son, Mitra Fouladirad , Anne Barros, Remaining Useful Life Estimation on the Non-homogenous Gamma with Noise Deterioration based on Gibbs Filtering : A Case Study IEEE-PHM 2012,18-21 june, Denver, USA
  51. Khanh Le Son, Mitra Fouladirad , Anne Barros, Deterioration model filtering by Gibbs algorithm and RUL estimation  Safeprocess 2012, 27-31 august, Mexico, Mexico
  52. Wenjin Zhu, Mitra Fouladirad, Christophe Bérenguer, CBM for a deterioration system with shock in dynamic environment, Safeprocess 2012, 27-31 august, Mexico, Mexico
  53. Ariane Lorton, Antoine Grall, Mitra Fouladirad, pronostic d'un système complexe pour la maintenance conditionnelle, Lambda Mu 18, 16 au 18 octobre 2012, Tours, France
  54. Khanh Le Son, Mitra Fouladirad , Anne Barros, Filtrage d'un modèle de détérioration par algorithme de Gibbs et estimation de la RUL, Lambda Mu 18, 16 au 18 octobre 2012, Tours, France.
  55. Mitra Fouladirad, Antoine Grall, On-line change detection and condition-based maintenance for a gradually deteriorating system, ICCAS 2102, 17-21 Octobre Jeju Korea.
  56. Wenjin Zhu, Mitra Fouladirad, Christophe Bérenguer, Blade-based Maintenance Policy of Offshore Wind Turbine with the Presence of Covariate under Random Shock. IEEE International Conference on Industrial Engineering and Engineering Management, 10-13 December 2012 Hong Kong China.
  57. Wenjin Zhu, Mitra Fouladirad, Christophe Bérenguer, A predictable maintenance policy based on the blade of offshore wind turbines. Reliability and Maintainability Symposium (RAMS) January 28-31, 2013, in Orlando, Florida, USA.