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Publications PHM


PHM Team - Publications

Journal Papers

  • 2014 & To appear
    • To be completed
    • Abdallah Ben Othman, Jean-Marc Nicod, Laurent Philippe, and Veronika Rehn-Sonigo. Optimal Energy Consumption and Throughput for Workflow Applications on Distributed Architectures. Sustainable Computing - Informatics and Systems, 4(1):44-51, 2014. [WWW] [PDF] [doi:10.1016/j.suscom.2014.01.001]
    • Kamran Javed, Rafael Gouriveau, and Noureddine Zerhouni. SW-ELM : A summation wavelet extreme learning machine algorithm with a priori pamameter initialization.. Neurocomputing / EEG Neurocomputing, 123:299-307, January 2014. [doi:10.1016/j.neucom.2013.07.021]
    • Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-cécile Péra, and Noureddine Zerhouni. Prognostics of PEM fuel cell in a particle filtering framework.. International Journal of Hydrogen Energy, 39(1):481-494, January 2014. [doi:http://dx.doi.org/10.1016/j.ijhydene.2013.10.054]
    • Kamal Medjaher, Haithem Skima, and Nasreddine Zerhouni. Condition Assessment and Fault Prognostics of Microelectromechanical Systems.. Journal of Microelectronics Reliability., 54(1):143-151, January 2014. http://dx.doi.org/10.1016/j.microrel.2013.09.013
  • 2013
    • T. Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, and S. Rechak. Health Assessment and Life Prediction of cutting tools based on support vector regression.. Journal of Intelligent Manufacturing, pp 1-19, April 2013. [doi:10.1007/s10845-013-0774-6]
    • T. Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, and S. Rechak. Remaining useful life estimation based on nonlinear feature reduction and support vector regression.. Engineering Applications of Artificial Intelligence, 7(26):1751-1760, August 2013. [doi:10.1016/j.engappai.2013.02.006]
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Scheduling linear chain streaming applications on heterogeneous systems with failures. Future Generation Computer Systems, 29(5):1140 - 1151, February 2013. link to pdf [doi:10.1016/j.future.2012.12.015]
    • Rafael Gouriveau, Emmanuel Ramasso, and Noureddine Zerhouni. Strategies to face imbalanced and unlabelled data in PHM applications.. Chemical Engineering Transactions, 33:115-120, September 2013. [doi:10.3303/CET1333020]
    • Marine JOUIN, Rafael Gouriveau, Daniel Hissel, Marie-cécile Péra, and Noureddine Zerhouni. Prognostics and Health Management of PEMFC - state of the art and remaining challenges.. International Journal of Hydrogen Energy, 38:15307-15317, 2013. [doi:10.1016/j.hydene.2013.09.051]
    • Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-cécile Péra, and Noureddine Zerhouni. PHM of Proton-Exchange Membrane Fuel Cells - A review.. Chemical Engineering Transactions, 33:1009-, September 2013. [doi:10.3303/CET1333169]
    • Kamal Medjaher and Noureddine Zerhouni. Framework for a hybrid prognostics.. Chemical Engineering Transactions, 33:91-96, September 2013. [doi:10.3303/CET1333016]
    • Kamal Medjaher and Noureddine Zerhouni. Hybrid prognostic method applied to mechatronic systems.. International Journal of Advanced Manufacturing Technology, pp 1-20, May 2013. [doi:10.1007/s00170-013-5064-0]
    • Ahmed Mosallam, Kamal Medjaher, and Noureddine Zerhouni. Bayesian approach for remaining useful life prediction.. Chemical Engineering Transactions, 33:139-144, September 2013. [doi:10.3303/CET1333024]
    • Ahmed Mosallam, Kamal Medjaher, and Noureddine Zerhouni. Nonparametric time series modelling for industrial prognostics and health management.. International Journal of Advanced Manufacturing Technology, pp 1-25, July 2013. [doi:10.1007/s00170-013-5065-z]
    • Lisa Serir, Emmanuel Ramasso, Patrick Nectoux, and Noureddine Zerhouni. E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications.. Mechanical Systems and Signal Processing, 37:213-218, April 2013. [doi:10.1016/j.ymssp.2012.06.023]
    • E. Ramasso, M. Rombaut and N. Zerhouni. Joint prediction of observations and states in time-series based on belief functions, in IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, 43(1), pp. 37-50, Feb. 2013 - link to pdf
    • E. Ramasso and T. Denoeux, Making use of partial knowledge about hidden states in Hidden Markov Models: an approach based on belief functions, in IEEE Transactions on Fuzzy Systems, April 2013 - link to pdf
    • L. Serir, E. Ramasso, P. Nectoux and N. Zerhouni, E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications, in Mechanical Systems and Signal Processing, Special issue on "Imprecise probablities: what can they bring to engineering analyses", 37(1-2), pp. 213-228, May-June 2013 - link to pdf
  • 2012
    • Fatih Camci, Kamal Medjaher, Noureddine Zerhouni, and Patrick Nectoux. Feature Evaluation for Effective Bearing Prognostics.. Quality and Reliability Engineering International, pp 1-15, March 2012.
    • Rafael Gouriveau and Noureddine Zerhouni. Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics.. IEEE Transactions on Reliability, 61(4):909-920, October 2012. [doi:10.1109/TR.2012.2220700]
    • Kamal Medjaher, Diego Tobon-Mejia, and Noureddine Zerhouni. Remaining useful life estimation of critical components with application to bearings.. IEEE Transactions on Reliability, 61(2):292-302, 2012. [doi:10.1109/TR.2012.2194175]
    • Lisa Serir, Emmanuel Ramasso, and Noureddine Zerhouni. Evidential Evolving Gustafson-Kessel Algorithm For Online Data Streams Partitioning Using Belief Function Theory. International Journal of Approximate Reasoning, 53(5):747-768, February 2012. [doi:10.1016/j.ijar.2012.01.009] link to pdf
    • Diego Tobon-Mejia, Kamal Medjaher, and Noureddine Zerhouni. CNC Machine Tool's wear diagnostic and prognostic by using dynamic bayesian networks.. Journal of Mechanical Systems and Signal Processing, 28:167-182, April 2012.
    • Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, and Gérard Tripot. A data-driven failure prognostics method based on mixture of gaussians hidden markov models. IEEE Transactions on Reliability, 61(2):491-503, 2012. [doi:10.1109/TR.2012.2194177]
    • Emmanuel Ramasso, Michèle Rombaut, and Noureddine Zerhouni. Prognostic by classification of predictions combining similarity-based estimation and belief functions.. In T. Denoeux & M.H. Masson, editor, Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belief Functions. Compiègne - 9-11 May 2012, pages 61-68. The Asian Journal of TeX, 2012. [doi:10.1007/978-3-642-29461-7 7]
    • Emmanuel Ramasso, Noureddine Zerhouni, and Thierry Denoeux. Partially-Hidden Markov Models.. In T. Denoeux & M.H. Masson, editor, Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confference on Belief Functions, Compiègne, 9-11 Mai 2012., pages 359-366. SCI, Studies in Computation Intelligence, 2012. [doi:10.1007/978-3-642-29461-7 42]
    • C. Panagiotakis, N. Pelekis, I. Kopanakis, E. Ramasso and Y. Theodoridis, Segmentation and Sampling of Moving Object Trajectories based on Representativeness, in IEEE Transactions on Knowledge and Data Engineering, 24(7), pp. 1328-1343, July 2012 - link to pdf
  • 2011
    • Fatima Benbouzid-Sitayeb, Christophe Varnier, Noureddine Zerhouni, Sid Ali Guebli, and Yassine Bessadi. Joint scheduling of jobs and preventive maintenance operations in the flowshop sequencing problem: A resolution with sequential and integrated strategies.. International Journal of Manufacturing Research, 6(1):30-48, 2011. [WWW]
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Mapping workflow applications with types on heterogeneous specialized platforms. Parallel Computing, 37(8):410-427, August 2011. [WWW] [doi:10.1016/j.parco.2010.12.001]
    • Sékou Diakité, Loris Marchal, Jean-Marc Nicod, and Laurent Philippe. Practical Steady-State Scheduling for Tree-Shaped Task Graphs. Parallel Processing Letters, 21(4):397-412, 2011. [WWW] [doi:10.1142/S0129626411000291]
    • Sékou Diakité, Jean-Marc Nicod, Laurent Philippe, and Lamiel Toch. Assessing new approaches to schedule a batch of identical intree-shaped workflows on a heterogeneous platform. International Journal of Parallel, Emergent and Distributed Systems, 27(1):79-107, 2011.
    • Mohamed El Koujok, Rafael Gouriveau, and Noureddine Zerhouni. Reducing arbitrary choices in model building for prognostics : an approach by applying parsimomy on an evolving neuro-fuzzy system.. Journal of Microelectronics Reliability., 51(2):310-320, February 2011. [WWW] [doi:10.1016/j.microrel.2010.09.014] link to pdf
  • 2010
    • Fatima Benbouzid-Sitayeb, Ahcène Bendjoudi, Samir Benkhellat, Christophe Varnier, and Noureddine Zerhouni. A study of maintenance contribution to joint production and preventive maintenance scheduling problems in the robustness framework.. International Journal Product Development, 10(1/2/3):144-164, January 2010. [WWW] [doi:10.1504/IJPD.2010.029990] link to pdf
    • Manuela Popescu, Pascal Lorenz, Marc Gild, and Jean-Marc Nicod. A Semantic-oriented Framework for System Diagnosis. International Journal on Advances in Telecommunication, 3(3-4):290-310, 2010.
    • Ryad Zemouri, Rafael Gouriveau, and Noureddine Zerhouni. Defining and applying prediction performance metrics on a recurrent NARX time series model.. Neurocomputing / EEG Neurocomputing, 73(13-15):2506-2521, August 2010. [WWW] [doi:10.1016/j.neucom.2010.06.005]
    • Noureddine Zerhouni, Michael Fontaine, and K. Necib. Prediction of cutting forces in 3-axes milling of sculptured surfaces directly from CAM tool path. Journal of Intelligent Manufacturing, September 2010. [WWW]
    • E. Ramasso, C. Panagiotakis, M. Rombaut and D. Pellerin, Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition, in International Journal of Approximate Reasoning, 51(7), pp. 846-865, 2010 - link to pdf

Conferences

  • 2014
    • To be completed
    • Anne Benoit, Jean-Marc Nicod, and Veronika Rehn-Sonigo. Optimizing Buffer Sizes for Pipeline Workflow Scheduling with Setup Times. In APDCM'16, 16th Workshop on Advances on Parallel and Distributed Processing Symposium, Phoenix, Arizona, United States, pages ***-***, May 2014. IEEE press. Note: To appear.
    • Nathalie Herr, Jean-Marc Nicod, and Christophe Varnier. Prognostic Decision Making to Extend a Platform Useful Life under Service Constraint. In IEEE International Conference on Prognostics and Health Management, Spokane, WA, United States, pages ***-***, June 2014. Eastern Washington University, IEEE press. Note: To appear.
  • 2013
    • Kamal Medjaher, Noureddine Zerhouni, and Jihène Baklouti. Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.. In European Control Conference, ECC'13., pages 1451-1456, July 2013.
    • Simon Morando, Samir Jemei, Rafael Gouriveau, Noureddine Zerhouni, and Daniel Hissel. Fuel Cells prognostics using Echo State Network. In Proceedings of the IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, pages 1630 - 1635, November 2013. IEEE Industrial Electronics Society (IES).
    • Jean-Marc Nicod, Léo Obrecht, and Christophe Varnier. Task scheduling to extend platform useful life using prognostics.. In International IFAC Conference on Manufacturing Modelling, Management and Control (MIM'2013), pages 134 - 139, June 2013. link to pdf.
    • Vincent Placet, Emmanuel Ramasso, Lamine Boubakar, and Noureddine Zerhouni. Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments. In 11th International Conference on Structural Safety & Reliability, June 2013.
    • Lamiel Toch, Stéphane Chrétien, Laurent Philippe, Jean-Marc Nicod, and Veronika Rehn-Sonigo. Ordonnancement de jobs par approximations linéaires successives d'un modèle creux. In RenPar 2013, 21èmes rencontres francophones du parallèlisme, Grenoble, France, January 2013.
  • 2012
    • Anne Benoit, Mathias Coqblin, Jean-Marc Nicod, Laurent Philippe, and Veronika Rehn-Sonigo. Throughput optimization for pipeline workflow scheduling with setup times. In Proceedings of CGWS 2012, the CoreGRID/ERCIM Workshop on Grids, Clouds and P2P Computing, in conjunction with EuroPar 2012, Rhodes Island, Grèce, August 2012. [WWW]
    • Mathias Coqblin, Dominique Gendreau, Philippe Lutz, Jean-Marc Nicod, Laurent Philippe, and Veronika Rehn-Sonigo. Sheduling approach for Microfactories with setup times.. In Workshop on MicroFactories., Tampere, Finlande, pages 1-7, 2012.
    • Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, and Noureddine Zerhouni. New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.. In IECON 2012., volume 1, Montreal, QC, Canada, pages 5535-5541, 2012. [doi:10.1109/IECON.2012.6389511]
    • Michael Fontaine and Noureddine Zerhouni. Prédiction des défauts de forme et de rugosité en fraisage boule. In , Saint-Etienne, France, October 2012.
    • Mohamed Hedi Karray, Brigitte Chebel-Morello, and Noureddine Zerhouni. A Trace based system for decision activities in CBM Process.. In Information Control Problems in Manufacturing., volume sur CD ROM, Bucharest, Roumanie, pages 1-6, 2012.
    • Kamran Javed, Rafael Gouriveau, Ryad Zemouri, and Noureddine Zerhouni. Features Selection Procedure for Prognostics: An Approach Based on Predictability. In Supervision and Safety of Technical Processes., volume sur CD ROM, Mexico City, Mexique, pages 25-30, 2012.
    • Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Ryad Zemouri, and Xiang Li. Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.. In Conference on Prognostics and Health Management., volume sur CD ROM, Denver, Colorado, États-Unis, pages 1-9, 2012. Special Issue of the Computer Communications: Algorithmic and Theoretical Aspects of Wireless Ad Hoc and Sensor Networks.
    • Kamal Medjaher, Fatih Camci, and Noureddine Zerhouni. Feature extraction and evaluation for Health Assessment and Failure prognostics.. In First European Conference of the Prognostics and Health Management Society., volume Site internet de la conférence., Dresden, Allemagne, pages 111-116, 2012. ENTCS, Electronic Notes in Theoretical Computer Science, special issue on FACS'05 selected best papers.
    • Patrick Nectoux, Rafael Gouriveau, Kamal Medjaher, Emmanuel Ramasso, Brigitte Chebel-Morello, Noureddine Zerhouni, and Christophe Varnier. PRONOSTIA : An experimental platform for bearings accelerated degradation tests.. In Conference on Prognostics and Health Management., volume sur CD ROM, Denver, Colorado, États-Unis, pages 1-8, 2012. Special Issue of GVIP, International Journal on Graphics, Vision and Image Processing. link to pdf
    • Emmanuel Ramasso, Thierry Denoeux, and Noureddine Zerhouni. Partially-Hidden Markov Models.. In International Conference on Belief Functions, BELIEF'12., Compiègne, France, pages 1-8, 2012.
    • Emmanuel Ramasso, Vincent Placet, Rafael Gouriveau, Lamine Boubakar, and Noureddine Zerhouni. Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.. In Prognostics and Health Management Society., volume sur CD ROM, Hyatt Regency Minneapolis, Minnesota, États-Unis, pages 1-11, 2012.
    • Emmanuel Ramasso, Vincent Placet, Rafael Gouriveau, Lamine Boubakar, and Noureddine Zerhouni. Health assessment of composite structures in unconstrained environments using supervised pettern recognition tools. In , Minneapolis, Minnesota, USA, September 2012.
    • Emmanuel Ramasso, Michèle Rombaut, and Noureddine Zerhouni. Prognostic by classification of predictions combining similarity-based estimation and belief functions. In Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning, Compiègne, France, pages 1-8, 2012.
    • Veronika Rehn-Sonigo, Jean-Marc Nicod, Laurent Philippe, and Abdallah Ben Othman. Optimal Energy Consumption and Throughput for Workflow Applications on Distributed Architectures. In WETICE 2012, 21st IEEE Int. Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, Toulouse, France, pages 115-120, June 2012. [WWW] [doi:10.1109/WETICE.2012.56]
    • Veronika Rehn-Sonigo, Jean-Marc Nicod, Laurent Philippe, Mathias Coqblin, Dominique Gendreau, and Philippe Lutz. First Scheduling Approach for Microfactories with Setup Times. In IWMF 2012, 8-th Int. Workshop on Microfactories, Tampere, Finland, June 2012.
    • Veronika Rehn-Sonigo, Jean-Marc Nicod, Laurent Philippe, Lamiel Toch, and Stéphane Chrétien. Job Scheduling Using Successive Linear Programming Approximations of a Sparse Model. In Euro-Par 2012, 18th Int. European Conf. on Parallel and Distributed Computing, volume 7484 of LNCS, Rhodes Island, Greece, pages 116-127, August 2012. [doi:10.1007/978-3-642-32820-6_14]
    • Lisa Serir, Emmanuel Ramasso, and Noureddine Zerhouni. An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams. In Prognostics and Health Management Society., volume 3, Minneapolis, Minnesota, États-Unis, pages 9 pages, 2012.
    • Christophe Varnier and Noureddine Zerhouni. Scheduling predictive maintenance in flow-shop.. In Prognostics and System Health Management., volume sur clé USB, Beijing, Chine, pages 1-6, 2012. [doi:10.1109/PHM.2012.6228964]
    • Noureddine Zerhouni and Michael Fontaine. Prediction of machined surface geometry based on analytical modeling of ball-end milling. In , volume 1, Zurich, Suisse, pages 108-113, June 2012.
    • Noureddine Zerhouni, Michael Fontaine, and K. Necib. Analyse de sensibilité paramétrique des efforts de coupe en fraisage 3 axes prédits directement de la FAO. In , Alger, Algérie, April 2012.
  • 2011
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Workload balancing and throughput optimization for heterogeneous systems subject to failures. In Euro-Par 2011, 17th Int. European Conf. on Parallel and Distributed Computing, Bordeaux, France, pages 242-254, August 2011.
    • Marie-Danièle Gauvain, Rafael Gouriveau, Mike Hessabi, and Noureddine Zerhouni. Long term prediction approaches based on connexionist systems - A study for prognostics application.. In IEEE Catalog Number : CPF11PHM-CDR, editor, Prognostics and Health Management., volume sur CD ROM, Denver - Colorado, États-Unis, pages sur CD ROM - 8 pages, 2011. [WWW]
    • Marie-Danièle Gauvain, Rafael Gouriveau, Noureddine Zerhouni, Christophe Varnier, Nadine Piat, and Mike Hessabi. Defining and implementing a distributed and reconfigurable information system for prognostics.. In Prognostic and System Health Management., volume sur clé USB, Shenzhen, Chine, pages 1-6, 2011. RAIRO, Theoretical Informatics and Applications.
    • Mohamed Hedi Karray, Brigitte Chebel-Morello, Christophe Lang, and Noureddine Zerhouni. A component based system for S-maintenance. In INDIN'11, Conference on Industrial Informatics, Lisbon, Portugal, pages 1-8, July 2011. [WWW]
    • Mohamed Hedi Karray, Brigitte Chebel-Morello, Christophe Lang, and Noureddine Zerhouni. A component based system for S-maintenance.. In IEEE, editor, Conference on Industrial Informatics, INDIN'11., volume 1, Caparica, Lisbon, Portugal, pages 1-8, 2011. [WWW]
    • Mohamed Hedi Karray, Brigitte Chebel-Morello, and Noureddine Zerhouni. A Formal Ontology for Industrial Maintenance.. In Terminology & Ontology : Theories and applications., volume sur CD ROM, Annecy, France, pages 1-20, 2011. [WWW]
    • Kamran Javed, Rafael Gouriveau, Ryad Zemouri, and Noureddine Zerhouni. Improving data-driven prognostics by assessing predictability of features.. In Prognostics and Health Management Society 2011., volume sur CD ROM, Montréal, Québec, Canada, pages 555-560, 2011. [WWW]
    • Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, and Lamiel Toch. Using Virtualization and Job Folding for Batch Scheduling. In ISPDC'2011, 10th Int. Symposium on Parallel and Distributed Computing, Cluj-Napoca, Romania, pages 39-41, July 2011.
    • Jean-Marc Nicod, Laurent Philippe, and Lamiel Toch. A Genetic Algorithm with Communication Costs to Schedule Workflows on a SOA-Grid. In HeteroPar'2011, 9-th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms, volume 7155 of LNCS, Bordeaux, France, pages 419-428, 2011. [WWW] [doi:10.1007/978-3-642-29737-3_47]
    • Emmanuel Ramasso, Michèle Rombaut, and Noureddine Zerhouni. Joint predicition of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours. In 4th International Conference of the European Research Consortium for Informatics and Mathematics, ERCIM'11 on Computing & Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics, CFE'11., Londres, Royaume-Uni, October 2011. [WWW]
    • Hafida Senoussi, Brigitte Chebel-Morello, M. Denaï, and Noureddine Zerhouni. Feature selection and categorization to design reliable fault detection systems.. In Prognostics and Health Management Society, 2011., volume sur CD ROM, Montréal, Québec, Canada, pages 257-266, 2011. [WWW]
    • Lisa Serir, Emmanuel Ramasso, Patrick Nectoux, Olivier Bauer, and Noureddine Zerhouni. Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.. In Conference on Decision and Control and European Control., volume sur CD ROM, Orlando, Floride, États-Unis, pages 8273-8278, 2011. [WWW]
    • Lisa Serir, Emmanuel Ramasso, Patrick Nectoux, Olivier Bauer, and Noureddine Zerhouni. Evidential Evolving Gustafson-Kessel Algortithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.. In Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, Floride, États-Unis, pages 8273-8278, 2011. [WWW]
    • Lisa Serir, Emmanuel Ramasso, and Noureddine Zerhouni. E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions.. In Weiru Liu - SPRINGER, editor, Lecture Notes in Artificial Intelligence., volume LNAI, Belfast, Nothern Ireland, Royaume-Uni, pages 326-337, 2011. [WWW]
    • Lisa Serir, Emmanuel Ramasso, and Noureddine Zerhouni. E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.. In Prognostics and Health Management Society, 2011., volume sur CD ROM, Montréal, Québec, Canada, pages 85-93, 2011. [WWW]
    • Lisa Serir, Emmanuel Ramasso, and Noureddine Zerhouni. Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.. In IEEE Catalog Number : CPF11PHM-CDR, editor, Prognostics and Health Management., volume sur CD ROM, Denver - Colorado, États-Unis, pages 10 pages, 2011. [WWW]
    • Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, and Gérard Tripot. Estimation of the remaining useful life by using Wavelet Packet Decomposition and HMMs.. In IEEE, editor, IEEE Aerospace Conference AIAA., volume sur CD ROM, Big Sky - Montana, États-Unis, pages 1-10, 2011. [WWW]
    • Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, and Gérard Tripot. Hidden Markov models for failure diagnostic and prognostic.. In Prognostics and System Health Management., number sur Clé USB, Shenzhen, Chine, pages 1-8, 2011. RAIRO, Theoretical Informatics and Applications. [WWW]
  • 2010
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Throughput optimization for micro-factories subject to task and machine failures. In APDCM'10, 12th Workshop on Advances on Parallel and Distributed Processing Symposium, Atlanta, United States, pages 11-18, April 2010. [WWW] [doi:10.1109/ISPDC.2009.26]
    • Mohamed El Koujok, Rafael Gouriveau, and Noureddine Zerhouni. A neuro-fuzzy self built system for prognostics : a way to ensure good prediction accuracy by balancing complexity and generalization.. In IEEE Macau, editor, IEEE Prognostics & System Health Management Conference, PHM'2010., Macau, Chine, pages 8 pages, 2010.
    • Mohamed Hedi Karray, Brigitte Chebel-Morello, and Noureddine Zerhouni. A contextual semantic mediator for a distributed cooperative maintenance platform.. In IEEE, editor, 8th IEEE International Conference on Industrial Informatics., volume sur CD ROM, Osaka, Japon, pages 181-188, 2010. [WWW]
    • K. Necib, N. Zeroudi, and Michael Fontaine. Prediction of cutting forces and surface quality in free form machining directly from CAM tool path. In , Paris, France, 2010.
    • Jean-Marc Nicod, Pascal Lorenz, Manuela Popescu, and Marc Gild. Event Management Ontology: Mechanisms for Semantic-drivent Diagnosis. In ICNS'10, 6-th Int. Conf. on Networking and Services, Cancun, Mexico, pages 129-136, March 2010. AI and Society: The Journal of Human-Centred Systems and Machine Intelligence.
    • Manuela Popescu, Pascal Lorenz, Marc Gild, and Jean-Marc Nicod. Temporal Aspects in Diagnosis Validation. In SEMAPRO'10, 4-th Int. Conf. on Advances in Semantic Processing, Florence, Italy, pages 43-48, October 2010. maps.
    • Diego Tobon-Mejia, Kamal Medjaher, and Noureddine Zerhouni. The ISO 13381-1 Standard's failure prognostics process through an example.. In IEEE Macau, editor, IEEE Prognostics & System Health Management Conference, PHM'2010., volume sur CD ROM, Macau, Chine, pages 11 pages, 2010. [WWW]
    • Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, and Gérard Tripot. A mixture of gaussians hidden markov model for failure diagnostic and prognostic.. In 6th Annual IEEE Conference on Automation Science and Engineering, CASE'10., volume sur CD ROM, Toronto, Canada, pages 338-343, 2010. [WWW]

Patents

  • 2010
    • Prediction method for the screening, prognosis, diagnosis or therapeutic response of prostate cancer and device for implementing said method, Pub. No. WO/2010/012823, International Application No. PCT/EP2009/059930, Published on 04.02.2010, Filled on 31.07.2009. Inventors: AURIBAULT Karine, MULLER Jean-Denis, CANCEL-TASSIN Géraldine, CUSSENOT, Olivier, GAZUT, Stéphane, GILARDI, Nicolas, MERCIER David, POLI Jean-Philippe, RAMASSO Emmanuel, SUARD Frédéric link

Book Chapters

  • 2011
    • To be completed
    • R. Gouriveau and K. Medjaher, Chapter 2 : Industrial Prognostic - An overview, in Maintenance Modelling and Applications, dir. J. Andrews, Ch. Bérenguer and L. Jackson, DNV ed., ISBN 978-82-515-0316-7, pp. 10-30, 2011 - link
    • Kamal Medjaher. A bond graph model-based fault detection and isolation.. In CH. Bérenguer J. Andrews and L. Jackson, editors, Maintenance Modelling and Applications. Chapter 6 : Fault Diagnostics., pages 503-512. WSEAS Transaction on Biology and Biomedicine, 2011. link

Research Reports

  • 2011
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Workload balancing and throughput optimization for heterogeneous systems subject to failures. Technical report RR-7532, February 2011. [WWW]
    • Jean-Marc Nicod, Laurent Philippe, and Lamiel Toch. A Genetic Algorithm to Schedule Workflow Collections on a SOA-Grid with Communication Costs. Technical report RR2011-01, January 2011.
  • 2010
    • Anne Benoit, Alexandru Dobrila, Jean-Marc Nicod, and Laurent Philippe. Throughput optimization for micro-factories subject to task and machine failures. Technical report RR-7479, December 2010.
    • Jean-Marc Nicod, Laurent Philippe, Sékou Diakité, and Lamiel Toch. Assessing new approches to schedule workflows on heterogeneous platforms. Technical report RR2010-05, July 2010.

Thesis Manuscripts

  • 2012
    • To be completed
    • Lisa SERIR, Prognostics based on belief functions (in french), Thesis from the University of Franche Comté, ED SPIM, started on Oct. 2009, defended on Oct. 2012 - link to pdf

Seminars, Tutorials and Keynotes

  • 2013
    • To be completed
    • E. Ramasso, Damage detection in organic matrix composites, Seminar at the Dep. of Applied Mechanics of FEMTO-ST, Besançon/France, Mar. 2013
    • E. Ramasso, Prognostics and Health Management –Uncertainty representation using belief functions, with application on composites structures, Seminar at the National Defense Key Laboratory of Thermostructural Composite Materials, School of Materials Science, Northwestern Polytechnical University, Xi'an City, Chine, Jan. 2013
  • 2012
    • E. Ramasso, Prognostics and Health management, approaches based on belief functions, Seminar at the Dep. of Image and Signals of GIPSA-lab, Grenoble/France, Dec. 2012.
    • E. Ramasso, What can bring belief functions to Markov Models?, Seminar at the Group of Research ISIS on Methods and models in signal processing, Mar. 2012.
    • R. Gouriveau and E. Ramasso, PHM Research Panel at IEEE Prognostics and Health Management Conference (July 2012, Denver / USA), on Data-driven PHM approaches: how to cope with imbalanced and/or unlabeled data?, (http://www.ieeereliability.com/PHMConf/research_panel.htm)
  • 2011
    • E. Ramasso, Courses at the « First spring school on belief functions » (April 2011, Autrans / Grenoble / France), Belief functions for dynamical systems (http://www.gipsa-lab.grenoble-inp.fr/summerschool/bfta/).

Popularization

  • 2013
    • To be completed
    • R. Gouriveau, K. Medjaher, E. Ramasso, and N. Zerhouni, PHM – Prognostics and Health Management - De la surveillance au pronostic de défaillances de systèmes complexes, Techniques de l'Ingénieur, MT9570, 2013