FEMTO-ST-Franche Comté Electronique Mécanique Thermique et Optique - Sciences et Technologies

Category article

2017

• ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network
  Mathematics and Computers in Simulation (Volume 131, jan 2017, Pages :283 - 294)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi | bibtex@article{5763a9ea-7913-461a-b4e8-e781f513f10b, title = {ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network}, author = {Morando, Simon and Jemei, Samir and Hissel, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2017}, month = {jan}, pages = {283 - 294}, volume = {131}, doi = {http://dx.doi.org/10.1016/j.matcom.2015.06.009}, journal = {Mathematics and Computers in Simulation}, publisher = {Elsevier} }
• Long-term tests duration reduction for PEMFC μ-CHP application
  International Journal of Hydrogen Energy (Volume 42, Issue (2), jan 2017, Pages :1527 - 1533)
  Pahon, Elodie | Morando, Simon | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Yousfi Steiner, Nadia | Jemei, Samir | Gouriveau, Rafael | Chamagne, Didier | Moçoteguy, Philippe | Zerhouni, Noureddine
  
  doi | bibtex@article{abb5810f-a821-40af-b933-5b5b8e41d630, title = {Long-term tests duration reduction for PEMFC μ-CHP application}, author = {Pahon, Elodie and Morando, Simon and Petrone, Raffaele and P\'{e}ra, Marie-C\'{e}cile and Hissel, Daniel and Steiner, Nadia and Jemei, Samir and Gouriveau, Rafael and Chamagne, Didier and Mo\c{c}oteguy, Philippe and Zerhouni, Noureddine}, year = {2017}, month = {jan}, number = {2}, pages = {1527 - 1533}, volume = {42}, doi = {http://dx.doi.org/10.1016/j.ijhydene.2016.06.222}, journal = {International Journal of Hydrogen Energy}, publisher = {Elsevier} }
• State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels
  Mechanical Systems and Signal Processing (MSSP) (Volume 94, jan 2017, Pages :2014 - 236)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi | bibtex@article{4c02cd68-af2f-4164-8796-63ef1b4c5251, title = {State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2017}, month = {jan}, pages = {2014 - 236}, volume = {94}, doi = {10.1016/j.ymssp.2017.01.050}, journal = {Mechanical Systems and Signal Processing (MSSP)} }
• Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network
  International Journal of Hydrogen Energy (Volume 42, Issue (2), jan 2017, Pages :1472 - 1480)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi | bibtex@article{b40b8c94-8b88-439e-9661-5181d1e53cb7, title = {Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network}, author = {Morando, Simon and Jemei, Samir and Hissel, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2017}, month = {jan}, number = {2}, pages = {1472 - 1480}, volume = {42}, doi = {http://dx.doi.org/10.1016/j.ijhydene.2016.05.286}, journal = {International Journal of Hydrogen Energy} }
• Prognostics and Health Management for an Overhead Contact Line System - A Review
  International Journal of Prognostics and Health Management (Volume 8, sep 2017)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  bibtex@article{d0ee4aa5-5609-447e-929d-ef52e5fda6de, title = {Prognostics and Health Management for an Overhead Contact Line System - A Review}, author = {Brahimi, Mehdi and Medjaher, Kamal and Leouatni Mohammed and Zerhouni, Noureddine}, year = {2017}, month = {sep}, volume = {8}, journal = {International Journal of Prognostics and Health Management} }
• A Support Vector Machine Approach for Overhead Contact Line System Diagnostics
  IEEE Transactions on intelligent Transportation systems (sep 2017)
  Brahimi, Mehdi | Medjaher, Kamal | Zerhouni, Noureddine | Leouatni Mohammed
  
  bibtex@article{3d7830ca-0374-4148-a6d9-99d7f918fb56, title = {A Support Vector Machine Approach for Overhead Contact Line System Diagnostics}, author = {Brahimi, Mehdi and Medjaher, Kamal and Zerhouni, Noureddine and Leouatni Mohammed}, year = {2017}, month = {sep}, journal = {IEEE Transactions on intelligent Transportation systems} }
• Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine
  International Journal of Prognostics and Health Management (Volume 8, Issue (2), dec 2017)
  Ladj, Asma | Varnier, Christophe | Benbouzid-Sitayeb, Fatima | Zerhouni, Noureddine
  
  bibtex@article{61c0d92a-6166-49e5-ba20-70a117e5782c, title = {Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine}, author = {LADJ, asma and Varnier, Christophe and Benbouzid-Sitayeb, Fatima and Zerhouni, Noureddine}, year = {2017}, month = {dec}, number = {2}, volume = {8}, journal = {International Journal of Prognostics and Health Management} }

2016

• Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction.
  Journal of Intelligent Manufacturing (Volume 27, Issue (5), oct 2016, Pages :1037 - 1048)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{ac87ae74-8707-45c9-960e-52e2f88f72a4, title = {Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction.}, author = {Mosallam, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2016}, month = {oct}, number = {5}, pages = {1037 - 1048}, url = {https://publiweb.femto-st.fr/tntnet/entries/7396/documents/author/data}, volume = {27}, doi = { 10.1007/s10845-014-0933-4}, journal = {Journal of Intelligent Manufacturing}, publisher = {Springer} }
• Joint particle filters prognostics for PEMFC power prediction at constant current solicitation
  IEEE Transactions on Reliability (Volume 65, Issue (1), mar 2016, Pages :336 - 349)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{aa64a73f-72f9-49ee-93c5-03759253c65f, title = {Joint particle filters prognostics for PEMFC power prediction at constant current solicitation}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine}, year = {2016}, month = {mar}, number = {1}, pages = {336 - 349}, url = {https://publiweb.femto-st.fr/tntnet/entries/11479/documents/author/data}, volume = {65}, doi = {10.1109/TR.2015.2454499}, journal = {IEEE Transactions on Reliability} }
• Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets
  The Computer Journal (Volume 59, Issue (2), feb 2016, Pages :275 - 284)
  Bahi, Jacques | Elghazel, Wiem | Guyeux, Christophe | Haddad, Mohammed | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{begh+16:ij, title = {Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets}, author = {Bahi, Jacques and Elghazel, Wiem and Guyeux, Christophe and Haddad, Mohammed and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2016}, month = {feb}, number = {2}, pages = {275 - 284}, url = {https://publiweb.femto-st.fr/tntnet/entries/12482/documents/author/data}, volume = {59}, doi = {10.1093/comjnl/bxv126}, journal = {The Computer Journal} }
• Particle filter-based prognostics: Review, discussion and perspectives
  Mechanical Systems and Signal Processing (MSSP) (Volume 72-73, may 2016, Pages :2 - 31)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  doi | bibtex@article{a9d1a363-139a-4355-8012-6a7ddf373ff2, title = {Particle filter-based prognostics: Review, discussion and perspectives}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine}, year = {2016}, month = {may}, pages = {2 - 31}, volume = {72-73}, doi = {10.1016/j.ymssp.2015.11.008}, journal = {Mechanical Systems and Signal Processing (MSSP)}, publisher = {Elsevier} }
• Degradations analysis and aging modeling for health assessment and prognostics of PEMFC
  Reliability Engineering & System Safety (Volume 148, apr 2016, Pages :78 - 95)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{cf3f5a64-079c-4e14-ba95-740f3ef39925, title = {Degradations analysis and aging modeling for health assessment and prognostics of PEMFC}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine}, year = {2016}, month = {apr}, pages = {78 - 95}, url = {https://publiweb.femto-st.fr/tntnet/entries/12489/documents/author/data}, volume = {148}, doi = {http://dx.doi.org/10.1016/j.ress.2015.12.003}, journal = {Reliability Engineering \& System Safety}, publisher = {Elsevier} }
• Estimating the end-of-life of PEM fuel cells: Guidelines and metrics
  Applied Energy (Volume 177, sep 2016, Pages :87 - 97)
  Jouin, Marine | Bressel, Mathieu | Morando, Simon | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine | Jemei, Samir | Hilairet, Mickaël | Ould-Bouamama, Belkacem
  
  doi | bibtex@article{7b3a0964-cd66-483e-ba58-8dd0fee89ad2, title = {Estimating the end-of-life of PEM fuel cells: Guidelines and metrics}, author = {Jouin, Marine and Bressel, Mathieu and Morando, Simon and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine and Jemei, Samir and Hilairet, Micka\"{e}l and Ould-Bouamama, Belkacem }, year = {2016}, month = {sep}, pages = {87 - 97}, volume = {177}, doi = {http://dx.doi.org/10.1016/j.apenergy.2016.05.076}, journal = {Applied Energy} }
• Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model
  Journal of Intelligent Manufacturing (Volume pp, apr 2016, Pages :1 - 18)
  Javed, Kamran | Gouriveau, Rafael | Li, Xiang | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{97c831b1-aad4-40ea-a095-51593c93cd00, title = {Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model}, author = {Javed, Kamran and Gouriveau, Rafael and Li, Xiang and Zerhouni, Noureddine}, year = {2016}, month = {apr}, pages = {1 - 18}, url = {https://publiweb.femto-st.fr/tntnet/entries/13035/documents/author/data}, volume = {pp}, doi = {10.1007/s10845-016-1221-2}, journal = {Journal of Intelligent Manufacturing}, publisher = {Springer} }
• Prognostics of Proton Exchange Membrane Fuel Cells stack using an ensemble of constraints based connectionist networks.
  Journal of Power Sources (Volume 324, aug 2016, Pages :745-757)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  doi | bibtex@article{feb2907c-b5e2-4d1d-8b5d-82fc2f3ca02c, title = {Prognostics of Proton Exchange Membrane Fuel Cells stack using an ensemble of constraints based connectionist networks.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2016}, month = {aug}, pages = {745-757}, volume = {324}, doi = {10.1016/j.jpowsour.2016.05.092}, journal = {Journal of Power Sources}, publisher = {Elsevier} }
• Remaining Useful Life estimation based on Support Vector Regression
  IEEE Transactions on Industrial Electronics (Issue (99), oct 2016, Pages :1 - 1)
  Khelif, Racha | Morello, Brigitte | Malinowski, Simon | Laajili, Emna | Fnaiech, Farhat | Zerhouni, Noureddine
  
  doi | bibtex@article{18f91564-7ec3-4eb3-b11b-2c036f6f3085, title = {Remaining Useful Life estimation based on Support Vector Regression}, author = {Khelif, Racha and Morello, Brigitte and Malinowski, Simon and LAAJILI, Emna and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2016}, month = {oct}, number = {99}, pages = {1 - 1}, doi = {10.1109/TIE.2016.2623260.}, journal = {IEEE Transactions on Industrial Electronics} }
• Apport diagnostique des réseaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte
  Annales de Dermatologie et de Vénéréologie (Volume 143, Issue (12), dec 2016, Pages :S240)
  Henriet, Julien | Monnin-Devalland, C. | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{ee146985-a2d1-447b-a916-372a7baa0522, title = {Apport diagnostique des r\'{e}seaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte}, author = {Henriet, Julien and Monnin-Devalland, C. and Morello, Brigitte and Zerhouni, Noureddine}, year = {2016}, month = {dec}, number = {12}, pages = {S240}, url = {https://publiweb.femto-st.fr/tntnet/entries/13710/documents/author/data}, volume = {143}, doi = {http://dx.doi.org/10.1016/j.annder.2016.09.325}, journal = {Annales de Dermatologie et de V\'{e}n\'{e}r\'{e}ologie} }

2015

• Health Assessment and Life Prediction of cutting tools based on support vector regression
  Journal of Intelligent Manufacturing (Volume 26, Issue (2), apr 2015, Pages :213 - 223)
  Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi | bibtex@article{8b758705-948e-4572-bf0d-c37c8dacdb9d, title = {Health Assessment and Life Prediction of cutting tools based on support vector regression}, author = {Benkedjouh, T. and Medjaher, Kamal and Zerhouni, Noureddine and Rechak, S.}, year = {2015}, month = {apr}, number = {2}, pages = {213 - 223}, url = {https://publiweb.femto-st.fr/tntnet/entries/5612/documents/author/data}, volume = {26}, doi = {10.1007/s10845-013-0774-6}, journal = {Journal of Intelligent Manufacturing} }
• Bearing Health monitoring based on Hilbert-Huang Transform, Support Vector Machine and Regression
  IEEE Transactions on Instrumentation and Measurement (Volume 64, Issue (1), jan 2015, Pages :52 - 62)
  Soualhi, Abdenour | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{76735af9-ea36-426b-a726-d9bb6a01f264, title = { Bearing Health monitoring based on Hilbert-Huang Transform, Support Vector Machine and Regression}, author = {Soualhi, Abdenour and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, month = {jan}, number = {1}, pages = {52 - 62}, url = {https://publiweb.femto-st.fr/tntnet/entries/7398/documents/author/data}, volume = {64}, doi = { 10.1109/TIM.2014.2330494}, journal = {IEEE Transactions on Instrumentation and Measurement}, publisher = {IEEE} }
• Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics
  IEEE Transactions on Industrial Electronics (Volume 62, Issue (1), jan 2015, Pages :647 - 656)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Nectoux, Patrick
  
  pdf | doi | bibtex@article{f2fe018c-a84a-4977-af5e-450929ec2517, title = {Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Nectoux, Patrick}, year = {2015}, month = {jan}, number = {1}, pages = {647 - 656}, url = {https://publiweb.femto-st.fr/tntnet/entries/7403/documents/author/data}, volume = {62}, doi = {10.1109/TIE.2014.2327917}, journal = {IEEE Transactions on Industrial Electronics}, publisher = {IEEE} }
• Dependability of wireless sensor networks for industrial prognostics and health management
  Computers in industry (Volume 68, apr 2015, Pages :1 - 15)
  Elghazel, Wiem | Bahi, Jacques | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{emgh+15:ij, title = {Dependability of wireless sensor networks for industrial prognostics and health management}, author = {Elghazel, Wiem and Bahi, Jacques and Guyeux, Christophe and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, month = {apr}, pages = {1 - 15}, url = {https://publiweb.femto-st.fr/tntnet/entries/8699/documents/author/data}, volume = {68}, doi = {10.1016/j.compind.2014.10.004}, journal = {Computers in industry}, publisher = {Elsevier} }
• A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering
  IEEE Transactions on Cybernetics (Volume 45, Issue (12), dec 2015, Pages :2626 - 2639)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{740686f2-b200-44ed-a460-ff681c6e26b1, title = {A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2015}, month = {dec}, number = {12}, pages = {2626 - 2639}, url = {https://publiweb.femto-st.fr/tntnet/entries/10440/documents/author/data}, volume = {45}, doi = {10.1109/TCYB.2014.2378056 }, journal = {IEEE Transactions on Cybernetics}, publisher = {IEEE} }
• An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer–composite materials
  Mechanical Systems and Signal Processing (MSSP) (Volume 64-65, apr 2015, Pages :465 - 478)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Zhang, Shuo | Boubakar, Lamine | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{b14deee5-ab95-4314-999d-bc95b4d694b9, title = {An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer–composite materials}, author = {Doan , Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Zhang, Shuo and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2015}, month = {apr}, pages = {465 - 478}, url = {https://publiweb.femto-st.fr/tntnet/entries/11228/documents/author/data}, volume = {64-65}, doi = {10.1016/j.ymssp.2015.04.011}, journal = {Mechanical Systems and Signal Processing (MSSP)} }
• Proton exchange membrane fuel cell behavioral model suitable for prognostics.
  International Journal of Hydrogen Energy (Volume 40, Issue (26), jul 2015, Pages :8384 - 8397)
  Lechartier, Elodie | Laffly, Elie | Péra, Marie-Cécile | Gouriveau, Rafael | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{3319a648-1f64-4c91-b92a-5f995b3211c1, title = {Proton exchange membrane fuel cell behavioral model suitable for prognostics.}, author = {Lechartier, Elodie and Laffly, Elie and P\'{e}ra, Marie-C\'{e}cile and Gouriveau, Rafael and Hissel, Daniel and Zerhouni, Noureddine}, year = {2015}, address = {journal homepage: www.elsevier.com/locate/he}, month = {jul}, number = {26}, pages = {8384 - 8397}, url = {https://publiweb.femto-st.fr/tntnet/entries/11457/documents/author/data}, volume = {40}, doi = {10.1016/j.ijhydene.2015.04.099}, journal = {International Journal of Hydrogen Energy}, publisher = {Elsevier} }
• Remaining Useful Life estimation based on discriminating shapelet extraction.
  Reliability Engineering & System Safety (Volume 142, oct 2015, Pages :279 - 288)
  Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{60b81e74-237d-4d07-a184-744ef1f09532, title = {Remaining Useful Life estimation based on discriminating shapelet extraction.}, author = {Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2015}, month = {oct}, pages = {279 - 288}, url = {https://publiweb.femto-st.fr/tntnet/entries/11809/documents/author/data}, volume = {142}, doi = {10.1016/j.ress.2015.05.012 }, journal = {Reliability Engineering \& System Safety} }
• Case-based maintenance : Structuring and incrementing the Case
  Knowledge-Based Systems (Volume 88, nov 2015, Pages :165 - 183)
  Morello, Brigitte | HAOUCHINE, Mohamed Karim | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{083455e1-852c-44fe-9d5a-a592ac9fe15a, title = {Case-based maintenance : Structuring and incrementing the Case}, author = {Morello, Brigitte and HAOUCHINE, Mohamed Karim and Zerhouni, Noureddine}, year = {2015}, month = {nov}, pages = {165 - 183}, url = {https://publiweb.femto-st.fr/tntnet/entries/12011/documents/author/data}, volume = {88}, doi = {10.1016/j.knosys.2015.07.034}, journal = {Knowledge-Based Systems}, publisher = {Elsevier} }

2014

• SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization
  Neurocomputing / EEG Neurocomputing (Volume 123, jan 2014, Pages :299 - 307)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{90a73c4a-dcc1-47e3-a5ba-7c58f6f75244, title = {SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2014}, month = {jan}, pages = {299 - 307}, url = {https://publiweb.femto-st.fr/tntnet/entries/5615/documents/author/data}, volume = {123}, doi = {10.1016/j.neucom.2013.07.021}, journal = {Neurocomputing / EEG Neurocomputing} }
• Prognostics of PEM fuel cell in a particle filtering framework.
  International Journal of Hydrogen Energy (Volume 39, Issue (1), jan 2014, Pages :481-494)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{31e5592b-ba7f-4f92-931b-23c4b240d6cd, title = {Prognostics of PEM fuel cell in a particle filtering framework.}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2014}, month = {jan}, number = {1}, pages = {481-494}, url = {https://publiweb.femto-st.fr/tntnet/entries/5749/documents/author/data}, volume = {39}, doi = {http://dx.doi.org/10.1016/j.ijhydene.2013.10.054}, journal = {International Journal of Hydrogen Energy} }
• Condition Assessment and Fault Prognostics of Microelectromechanical Systems
  Microelectronics Reliability (Volume 54, Issue (1), jan 2014, Pages :143 - 151)
  Medjaher, Kamal | Skima, Haithem | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{34dda34a-07c0-4b8c-8391-296b6a909aa9, title = {Condition Assessment and Fault Prognostics of Microelectromechanical Systems}, author = {Medjaher, Kamal and Skima, Haithem and Zerhouni, Noureddine}, year = {2014}, month = {jan}, number = {1}, pages = {143 - 151}, url = {https://publiweb.femto-st.fr/tntnet/entries/6099/documents/author/data}, volume = {54}, doi = {10.1016/j.microrel.2013.09.013}, journal = {Microelectronics Reliability} }
• PETRA : Process Evolution using a TRAce‐based system on a Maintenance Platform
  Knowledge-Based Systems (Volume 68, sep 2014, Pages :21 - 39)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{5407d53a-9bf9-4ec3-a979-44dba6a7a834, title = {PETRA : Process Evolution using a TRAce‐based system on a Maintenance Platform}, author = {Karray, Hedi and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, month = {sep}, pages = {21 - 39}, url = {https://publiweb.femto-st.fr/tntnet/entries/7314/documents/author/data}, volume = {68}, doi = {10.1016/j.knosys.2014.03.010}, journal = {Knowledge-Based Systems}, publisher = {Elsevier} }

2013

• E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications
  Mechanical Systems and Signal Processing (MSSP) (Volume 37, apr 2013, Pages :213 - 218)
  Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{serir:hal-00719558, title = {E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications}, author = {Serir, Lisa and Ramasso, Emmanuel and Nectoux, Patrick and Zerhouni, Noureddine}, year = {2013}, month = {apr}, pages = {213 - 218}, url = {https://publiweb.femto-st.fr/tntnet/entries/1476/documents/author/data}, volume = {37}, doi = {10.1016/j.ymssp.2012.06.023}, journal = {Mechanical Systems and Signal Processing (MSSP)} }
• Hybrid prognostic method applied to mechatronic systems
  International Journal of Advanced Manufacturing Technology (Volume 69, Issue (1), oct 2013, Pages :823 - 834)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{7a8e5bdf-e72e-4fd2-8b57-269ff8c12ca3, title = {Hybrid prognostic method applied to mechatronic systems}, author = {Medjaher, Kamal and Zerhouni, Noureddine}, year = {2013}, month = {oct}, number = {1}, pages = {823 - 834}, url = {https://publiweb.femto-st.fr/tntnet/entries/5611/documents/author/data}, volume = {69}, doi = {10.1007/s00170-013-5064-0}, journal = {International Journal of Advanced Manufacturing Technology} }
• Remaining useful life estimation based on nonlinear feature reduction and support vector regression
  Engineering Applications of Artificial Intelligence (Volume 7, Issue (26), aug 2013, Pages :1751 - 1760)
  Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi | bibtex@article{871846ac-75c2-48a8-961e-83eb4c261915, title = {Remaining useful life estimation based on nonlinear feature reduction and support vector regression}, author = {Benkedjouh, T. and Medjaher, Kamal and Zerhouni, Noureddine and Rechak, S.}, year = {2013}, month = {aug}, number = {26}, pages = {1751 - 1760}, url = {https://publiweb.femto-st.fr/tntnet/entries/5613/documents/author/data}, volume = {7}, doi = {10.1016/j.engappai.2013.02.006}, journal = {Engineering Applications of Artificial Intelligence} }
• Nonparametric time series modelling for industrial prognostics and health management
  International Journal of Advanced Manufacturing Technology (Volume 69, Issue (5), nov 2013, Pages :1685 - 16991)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{0c1d1faf-3657-4e7d-8356-d705ab5ffc4c, title = {Nonparametric time series modelling for industrial prognostics and health management}, author = {Mosallam, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2013}, month = {nov}, number = {5}, pages = {1685 - 16991}, url = {https://publiweb.femto-st.fr/tntnet/entries/5614/documents/author/data}, volume = {69}, doi = {10.1007/s00170-013-5065-z}, journal = {International Journal of Advanced Manufacturing Technology} }
• PHM of Proton-Exchange Membrane Fuel Cells - A review
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :1009 - 1014)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{c6cf9f8e-d730-4a3d-8012-3f435a91de9d, title = {PHM of Proton-Exchange Membrane Fuel Cells - A review}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2013}, month = {sep}, pages = {1009 - 1014}, url = {https://publiweb.femto-st.fr/tntnet/entries/5617/documents/author/data}, volume = {33}, doi = {10.3303/CET1333169}, journal = {Chemical Engineering Transactions} }
• Strategies to face imbalanced and unlabelled data in PHM applications.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :115-120)
  Gouriveau, Rafael | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  doi | bibtex@article{51b2b242-2487-4411-a8ea-1d0734080107, title = {Strategies to face imbalanced and unlabelled data in PHM applications.}, author = {Gouriveau, Rafael and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2013}, month = {sep}, pages = {115-120}, volume = {33}, doi = {10.3303/CET1333020}, journal = {Chemical Engineering Transactions} }
• Framework for a hybrid prognostics.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :91-96)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{67fab546-13ee-47e0-b9c1-5d96f4fee174, title = {Framework for a hybrid prognostics.}, author = {Medjaher, Kamal and Zerhouni, Noureddine}, year = {2013}, month = {sep}, pages = {91-96}, url = {https://publiweb.femto-st.fr/tntnet/entries/5630/documents/author/data}, volume = {33}, doi = {10.3303/CET1333016}, journal = {Chemical Engineering Transactions} }
• Bayesian approach for remaining useful life prediction.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :139-144)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  doi | bibtex@article{3d230a04-25d3-47cf-8d3f-bc507a5d01ec, title = {Bayesian approach for remaining useful life prediction.}, author = {MOSALLAM, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2013}, month = {sep}, pages = {139-144}, volume = {33}, doi = {10.3303/CET1333024}, journal = {Chemical Engineering Transactions} }
• Prognostics and Health Management of PEMFC - state of the art and remaining challenges.
  International Journal of Hydrogen Energy (Volume 38, Issue (35), 2013, Pages :15307 - 15317)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{cdc576c1-4914-4fb3-8f71-67c4b218fa63, title = {Prognostics and Health Management of PEMFC - state of the art and remaining challenges.}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2013}, number = {35}, pages = {15307 - 15317}, url = {https://publiweb.femto-st.fr/tntnet/entries/5666/documents/author/data}, volume = {38}, doi = {10.1016/j.hydene.2013.09.051}, journal = {International Journal of Hydrogen Energy}, publisher = {Elsevier} }
• Reutilization of diagnostic cases by adaptation of knowledge models
  Engineering Applications of Artificial Intelligence (Volume 26, Issue (10), nov 2013, Pages :2559-2573)
  Morello, Brigitte | HAOUCHINE, Mohamed Karim | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{02c93d23-ae95-4160-aab8-83ba65daa21e, title = { Reutilization of diagnostic cases by adaptation of knowledge models}, author = {Morello, Brigitte and HAOUCHINE, Mohamed Karim and Zerhouni, Noureddine}, year = {2013}, month = {nov}, number = {10}, pages = {2559-2573}, url = {https://publiweb.femto-st.fr/tntnet/entries/7170/documents/author/data}, volume = {26}, doi = {10.1016/j.engappai.2013.05.001}, journal = {Engineering Applications of Artificial Intelligence}, publisher = {Elsevier} }
• Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions
  IEEE Transactions on Cybernetics (Volume 43, Issue (1), feb 2013, Pages :37 - 50)
  Ramasso, Emmanuel | Rombaut, Michele | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{2bccd31a-c07e-4019-a41c-0ecd9cdb84f6, title = {Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions}, author = {Ramasso, Emmanuel and Rombaut, Michele and Zerhouni, Noureddine}, year = {2013}, month = {feb}, number = {1}, pages = {37 - 50}, url = {https://publiweb.femto-st.fr/tntnet/entries/7178/documents/author/data}, volume = {43}, doi = {10.1109/TSMCB.2012.2198882}, journal = {IEEE Transactions on Cybernetics}, publisher = {IEEE} }

2012

• Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics
  IEEE Transactions on Reliability (Volume 61, Issue (4), dec 2012, Pages :909 - 920)
  Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{gouriveau:hal-00767669, title = {Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics}, author = {Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2012}, month = {dec}, number = {4}, pages = {909 - 920}, url = {https://publiweb.femto-st.fr/tntnet/entries/1472/documents/author/data}, volume = {61}, doi = {10.1109/TR.2012.2220700}, journal = {IEEE Transactions on Reliability} }
• CNC Machine Tool's wear diagnostic and prognostic by using dynamic bayesian networks
  Mechanical Systems and Signal Processing (MSSP) (Volume 28, apr 2012, Pages :167 - 182)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{tobonmejia:hal-00672204, title = {CNC Machine Tool's wear diagnostic and prognostic by using dynamic bayesian networks}, author = {Tobon Mejia, Diego Alejandro and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2012}, month = {apr}, pages = {167 - 182}, url = {https://publiweb.femto-st.fr/tntnet/entries/1479/documents/author/data}, volume = {28}, doi = {http://dx.doi.org/10.1016/j.ymssp.2011.10.018}, journal = {Mechanical Systems and Signal Processing (MSSP)} }
• Feature Evaluation for Effective Bearing Prognostics
  Quality and Reliability Engineering International (Volume 29, Issue (4), jun 2012, Pages :477 - 486)
  Camci, Fatih | Medjaher, Kamal | Zerhouni, Noureddine | Nectoux, Patrick
  
  pdf | doi | bibtex@article{camci:hal-00798464, title = {Feature Evaluation for Effective Bearing Prognostics}, author = {Camci, Fatih and Medjaher, Kamal and Zerhouni, Noureddine and Nectoux, Patrick}, year = {2012}, month = {jun}, number = {4}, pages = {477 - 486}, url = {https://publiweb.femto-st.fr/tntnet/entries/1480/documents/author/data}, volume = {29}, doi = {10.1002/qre.1396}, journal = {Quality and Reliability Engineering International} }
• Evidential Evolving Gustafson-Kessel Algorithm For Online Data Streams Partitioning Using Belief Function Theory.
  International Journal of Approximate Reasoning (Volume 53, Issue (5), jul 2012, Pages :747 - 768)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{serir:hal-00719620, title = {Evidential Evolving Gustafson-Kessel Algorithm For Online Data Streams Partitioning Using Belief Function Theory.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2012}, month = {jul}, number = {5}, pages = {747 - 768}, url = {https://publiweb.femto-st.fr/tntnet/entries/1485/documents/author/data}, volume = {53}, doi = {10.1016/j.ijar.2012.01.009}, journal = {International Journal of Approximate Reasoning} }
• Remaining useful life estimation of critical components with application to bearings
  IEEE Transactions on Reliability (Volume 61, Issue (2), jun 2012, Pages :292 - 302)
  Medjaher, Kamal | Tobon Mejia, Diego Alejandro | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{medjaher:hal-00737596, title = {Remaining useful life estimation of critical components with application to bearings}, author = {Medjaher, Kamal and Tobon Mejia, Diego Alejandro and Zerhouni, Noureddine}, year = {2012}, month = {jun}, number = {2}, pages = {292 - 302}, url = {https://publiweb.femto-st.fr/tntnet/entries/1495/documents/author/data}, volume = {61}, doi = {10.1109/TR.2012.2194175}, journal = {IEEE Transactions on Reliability} }
• A data-driven failure prognostics method based on mixture of gaussians hidden markov models
  IEEE Transactions on Reliability (Volume 61, Issue (2), jun 2012, Pages :491 - 503)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
  
  pdf | doi | bibtex@article{tobonmejia:hal-00737585, title = {A data-driven failure prognostics method based on mixture of gaussians hidden markov models}, author = {Tobon Mejia, Diego Alejandro and Medjaher, Kamal and Zerhouni, Noureddine and Tripot, G\'{e}rard}, year = {2012}, month = {jun}, number = {2}, pages = {491 - 503}, url = {https://publiweb.femto-st.fr/tntnet/entries/1497/documents/author/data}, volume = {61}, doi = {10.1109/TR.2012.2194177}, journal = {IEEE Transactions on Reliability} }
• A Formal Ontology for Semantics in Maintenance Platforms.
  Applied Ontology (Volume 7, Issue (3), sep 2012, Pages :269-310)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{c739c9e3-dfc1-41c3-9ed0-2d7d7c1d09b7, title = {A Formal Ontology for Semantics in Maintenance Platforms.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Zerhouni, Noureddine}, year = {2012}, month = {sep}, number = {3}, pages = {269-310}, url = {https://publiweb.femto-st.fr/tntnet/entries/7169/documents/author/data}, volume = {7}, doi = {10.3233/AO-2012-0112}, journal = {Applied Ontology}, publisher = {IOS Press} }

2011

• Reducing arbitrary choices in model building for prognostics : an approach by applying parsimomy on an evolving neuro-fuzzy system
  Microelectronics Reliability (Volume 51, Issue (2), Feb 2011, Pages :310-320)
  El Koujok, Mohamed | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{elkoujok:hal-00526022, title = {Reducing arbitrary choices in model building for prognostics : an approach by applying parsimomy on an evolving neuro-fuzzy system}, author = {El Koujok, Mohamed and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2011}, month = {Feb}, number = {2}, pages = {310-320}, url = {https://publiweb.femto-st.fr/tntnet/entries/1410/documents/author/data}, volume = {51}, doi = {10.1016/j.microrel.2010.09.014}, journal = {Microelectronics Reliability} }
• 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 (Volume 6, Issue (1), 2011, Pages :30 - 48)
  Benbouzid-Sitayeb, Fatima | Varnier, Christophe | Zerhouni, Noureddine | Ali Guebli, Sid | Bessadi, Yassine
  
  pdf | doi | bibtex@article{benbouzidsitayeb:hal-00720671, title = {Joint scheduling of jobs and preventive maintenance operations in the flowshop sequencing problem: A resolution with sequential and integrated strategies.}, author = {Benbouzid-Sitayeb, Fatima and Varnier, Christophe and Zerhouni, Noureddine and Ali Guebli, Sid and Bessadi, Yassine}, year = {2011}, number = {1}, pages = {30 - 48}, url = {https://publiweb.femto-st.fr/tntnet/entries/1414/documents/author/data}, volume = {6}, doi = {http://dx.doi.org/10.1504/IJMR.2011.037912}, journal = {International Journal of Manufacturing Research} }

2010

• Defining and applying prediction performance metrics on a recurrent NARX time series model.
  Neurocomputing / EEG Neurocomputing (Volume 73, Issue (13-15), Aug 2010, Pages :2506 - 2521)
  Zemouri, Ryad | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{zemouri:hal-00501643, title = {Defining and applying prediction performance metrics on a recurrent NARX time series model.}, author = {Zemouri, Ryad and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2010}, month = {Aug}, number = {13-15}, pages = {2506 - 2521}, url = {https://publiweb.femto-st.fr/tntnet/entries/1311/documents/author/data}, volume = {73}, doi = {10.1016/j.neucom.2010.06.005}, journal = {Neurocomputing / EEG Neurocomputing} }
• A study of maintenance contribution to joint production and preventive maintenance scheduling problems in the robustness framework
  International Journal Product Development (IJPD) (Volume 10, Issue (1/2/3), Jan 2010, Pages :144 - 164)
  Benbouzid-Sitayeb, Fatima | Bendjoudi, Ahc{\`e}ne | Benkhellat, Samir | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@article{benbouzidsitayeb:hal-00435899, title = {A study of maintenance contribution to joint production and preventive maintenance scheduling problems in the robustness framework}, author = {Benbouzid-Sitayeb, Fatima and Bendjoudi, Ahc{\`e}ne and Benkhellat, Samir and Varnier, Christophe and Zerhouni, Noureddine}, year = {2010}, month = {Jan}, number = {1/2/3}, pages = {144 - 164}, url = {https://publiweb.femto-st.fr/tntnet/entries/1318/documents/author/data}, volume = {10}, doi = {10.1504/IJPD.2010.029990}, journal = {International Journal Product Development (IJPD)} }

2007

• Redundant Communication Avoidance for Event-Driven Sensor Network
  International Journal of Computer Science and Network Security (IJCSNS) (Volume 7, Issue (3), mar 2007, Pages :193 - 200)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  bibtex@article{lgz07:ij, title = {Redundant Communication Avoidance for Event-Driven Sensor Network}, author = {Guyennet, Herv\'{e} and Le, Hung-Cuong and Zerhouni, Noureddine}, year = {2007}, month = {mar}, number = {3}, pages = {193 - 200}, volume = {7}, journal = {International Journal of Computer Science and Network Security (IJCSNS)} }
• Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems
  Journal of Software (JSW) (Volume 2, Issue (4), oct 2007, Pages :32 - 42)
  Guyennet, Hervé | Lang, Christophe | Saint-Voirin, David | Zerhouni, Noureddine
  
  pdf | bibtex@article{svlgz07:ij, title = {Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems}, author = {Guyennet, Herv\'{e} and Lang, Christophe and Saint-Voirin, David and Zerhouni, Noureddine}, year = {2007}, month = {oct}, number = {4}, pages = {32 - 42}, url = {https://publiweb.femto-st.fr/tntnet/entries/812/documents/author/data}, volume = {2}, journal = {Journal of Software (JSW)}, publisher = {Academy Publisher} }

2004

• A new Industrial Cooperative tele-maintenance Platform
  Computers & Industrial Engineering (Volume 46, Issue (4), jul 2004, Pages :851 - 864)
  Garcia, Eric | Guyennet, Hervé | Lapayre, Jean-christophe | Zerhouni, Noureddine
  
  doi | bibtex@article{gglz04:ij, title = {A new Industrial Cooperative tele-maintenance Platform}, author = {Garcia, Eric and Guyennet, Herv\'{e} and Lapayre, Jean-Christophe and Zerhouni, Noureddine}, year = {2004}, month = {jul}, number = {4}, pages = {851 - 864}, volume = {46}, doi = {http://dx.doi.org/10.1016/j.cie.2004.05.019}, journal = {Computers \& Industrial Engineering} }

Category book

2016

• From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics
  (Edition : Wiley-ISTE, oct 2016)
  Gouriveau, Rafael | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@book{7975dbf2-89e9-4c3f-93f2-2bdaf33ddf44, title = {From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics}, author = {Gouriveau, Rafael and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2016}, edition = {Wiley-ISTE}, month = {oct}, pages = {182}, url = {https://publiweb.femto-st.fr/tntnet/entries/13336/documents/author/data}, volume = {4}, doi = {10.1002/9781119371052.oth2} }

Category incollection

2012

• Prognostic by classification of predictions combining similarity-based estimation and belief functions.
  Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compiègne - 9-11 May 2012 (Publisher : The Asian Journal of TeX / , Editor : T. Denoeux & M.H. Masson, Volume , Issue , Edition : , Series , Chapter , 2012, Pages 61-68, )
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@incollection{ramasso:hal-00719583, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions.}, author = {Ramasso, Emmanuel and Rombaut, Mich\`{e}le and Zerhouni, Noureddine}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compi\`{e}gne - 9-11 May 2012}, editor = {T. Denoeux \& M.H. Masson}, pages = {61-68}, url = {https://publiweb.femto-st.fr/tntnet/entries/1542/documents/author/data}, doi = {10.1007/978-3-642-29461-7 7}, publisher = {The Asian Journal of TeX} }
• Partially-Hidden Markov Models
  Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012. (Publisher : Springer / , Editor : T. Denoeux & M.H. Masson, Volume , Issue , Edition : , Series , Chapter , 2012, Pages 359 - 366, )
  Ramasso, Emmanuel | Zerhouni, Noureddine | Denoeux, Thierry
  
  pdf | bibtex@incollection{ramasso:hal-00719577, title = {Partially-Hidden Markov Models}, author = {Ramasso, Emmanuel and Zerhouni, Noureddine and Denoeux, Thierry}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012.}, editor = {T. Denoeux \& M.H. Masson}, pages = {359 - 366}, url = {https://publiweb.femto-st.fr/tntnet/entries/1543/documents/author/data}, doi = {10.1007/978-3-642-29461-7 42}, publisher = {Springer} }

Category inproceedings

2017

• Joint optimization of train assignment and predictive maintenance scheduling
  / Lille, France (2017, Pages pages 699 - 708)
  Herr, Nathalie | Nicod, Jean-marc | Varnier, Christophe | Zerhouni, Noureddine | Malek Cherif | Fnaiech, Farhat
  
  bibtex@inproceedings{66583d9b-2a9a-4794-98a1-de4436ef9a47, title = {Joint optimization of train assignment and predictive maintenance scheduling}, author = {Herr, Nathalie and Nicod, Jean-Marc and Varnier, Christophe and Zerhouni, Noureddine and Malek Cherif and Fnaiech, Farhat}, year = {2017}, address = {Lille, France}, month = {apr}, pages = {699 - 708}, organization = {7th International Conference on railway operations modelling and Analysis (RailLille 2017)} }
• Experimental Monitoring Data for Prognostics and Health Management of MEMS
  / Barcelone, Espagne (2017)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine
  
  bibtex@inproceedings{cdfd985b-07a6-48c3-ac98-6280df23942e, title = {Experimental Monitoring Data for Prognostics and Health Management of MEMS}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Zerhouni, Noureddine}, year = {2017}, address = {Barcelone, Espagne}, month = {apr}, organization = {CoDiT'17} }
• Predictive maintenance of moving systems
  / Harbin - Chine (2017, Pages pages 20 - 25)
  Herr, Nathalie | Nicod, Jean-marc | Varnier, Christophe | Zerhouni, Noureddine | Pierre Dersin
  
  bibtex@inproceedings{5e3ec478-2ef2-4cc1-be5b-a1acd2ad9f02, title = {Predictive maintenance of moving systems}, author = {Herr, Nathalie and Nicod, Jean-Marc and Varnier, Christophe and Zerhouni, Noureddine and Pierre Dersin}, year = {2017}, address = {Harbin - Chine}, month = {jul}, pages = {20 - 25}, organization = {Prognostics and system health management conference (PHM)} }
• Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures
  7th International Conference on ”Fundamentals & Development of Fuel Cells / Stuttgart, Germany (2017)
  Fang, Yi | Jemei, Samir | Grondin-Perez, Brigitte | Hissel, Daniel | Benne, Michel | Chabriat, Jean-Pierre | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{d8d9bc65-ea1e-42a6-bb2a-47fec05cf061, title = {Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures}, author = {Fang, Yi and Jemei, Samir and Grondin-Perez, Brigitte and Hissel, Daniel and Benne, Michel and Chabriat, Jean-Pierre and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2017}, address = {Stuttgart, Germany}, booktitle = {7th International Conference on ”Fundamentals \& Development of Fuel Cells}, month = {feb}, url = {https://publiweb.femto-st.fr/tntnet/entries/14314/documents/author/data} }

2016

• PEM fuel cell prognostics under variable load: a data-driven ensemble with new incremental learning.
  The International Conference on Control, Decision and Information Technologies, CoDIT'16. / Saint Julian's - Malte (2016, Pages pages 1-6)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  bibtex@inproceedings{d7c3b0a3-4652-48ac-9609-e35829074a92, title = {PEM fuel cell prognostics under variable load: a data-driven ensemble with new incremental learning.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2016}, address = {Saint Julian's - Malte}, booktitle = {The International Conference on Control, Decision and Information Technologies, CoDIT'16.}, month = {apr}, pages = {1-6} }
• Fault Prognostics of Micro-Electro-Mechanical Systems Using Particle Filtering
  3 rd IFAC Workshop on Advanced Maintenance Engineering Service and Technology ( AMEST) / Biarritz (Publisher : IFAC, 2016, Pages pages 6 pages)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Dedu, Eugen | Bourgeois, Julien | Zerhouni, Noureddine
  
  bibtex@inproceedings{0caf3c5a-aed6-4c32-9fbc-77710392c48a, title = {Fault Prognostics of Micro-Electro-Mechanical Systems Using Particle Filtering}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Dedu, Eugen and Bourgeois, Julien and Zerhouni, Noureddine}, year = {2016}, address = {Biarritz}, booktitle = {3 rd IFAC Workshop on Advanced Maintenance Engineering Service and Technology ( AMEST)}, month = {oct}, pages = {6 pages}, publisher = {IFAC} }
• Long-term tests duration reduction for PEMFC micro-CHP application
  ICREGA 2016 4th International Conference on Renewable Energy: Generation and Applications (2016)
  Pahon, Elodie | Morando, Simon | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Yousfi Steiner, Nadia | Jemei, Samir | Gouriveau, Rafael | Chamagne, Didier | Moçoteguy, Philippe | Zerhouni, Noureddine
  
  bibtex@inproceedings{ef23ee33-7dbb-4231-a629-f284f5f78fd8, title = {Long-term tests duration reduction for PEMFC micro-CHP application}, author = {Pahon, Elodie and Morando, Simon and Petrone, Raffaele and Pera, Marie-c\'{e}cile and Hissel, Daniel and Steiner, Nadia and Jemei, Samir and Gouriveau, Rafael and Chamagne, Didier and Mo\c{c}oteguy, Philippe and Zerhouni, Noureddine}, year = {2016}, booktitle = {ICREGA 2016 4th International Conference on Renewable Energy: Generation and Applications}, month = {feb} }
• Neuro-fuzzy model for Prognostic as a Service in private cloud computing.
  The 2nd International Conference on Cloud Computing Technologies and Applications, CloudTech'16. / Marrakesh, Maroc (2016, Pages pages 1-8)
  Bouzidi, Zahra | Terrissa, Labib | Lahmadi, Ahmed | Zerhouni, Noureddine | Gouriveau, Rafael
  
  bibtex@inproceedings{83fd7a53-1d21-4141-b54d-03b7267d335a, title = {Neuro-fuzzy model for Prognostic as a Service in private cloud computing.}, author = {Bouzidi, Zahra and Terrissa, Labib and Lahmadi, Ahmed and Zerhouni, Noureddine and Gouriveau, Rafael}, year = {2016}, address = {Marrakesh, Maroc}, booktitle = {The 2nd International Conference on Cloud Computing Technologies and Applications, CloudTech'16.}, month = {may}, pages = {1-8} }
• PEMFC Ageing forecasting algorithm based on echo state network
  ICREGA 2016 4th International Conference on Renewable Energy: Generation and Applications (2016)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  bibtex@inproceedings{ce9120dd-8ff9-4e3a-9c89-6e9eeaba20a0, title = {PEMFC Ageing forecasting algorithm based on echo state network}, author = {MORANDO, Simon and JEMEI, Samir and HISSEL, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2016}, booktitle = {ICREGA 2016 4th International Conference on Renewable Energy: Generation and Applications}, month = {feb} }
• Neural network model for prognostic as a service in private cloud computing
  11ème conférence francophone de Modélisation, Optimisation et Simulation (MOSIM-2016) / Montréal - Canada (Issue 1, 2016, Pages pages 1 - 8)
  Terrissa, Labib | Bouzidi, Zahra | Zerhouni, Noureddine | Gouriveau, Rafael
  
  pdf | bibtex@inproceedings{b90fdf51-8f67-4413-819c-2fdca3383a86, title = {Neural network model for prognostic as a service in private cloud computing}, author = {Terrissa, Labib and Bouzidi, Zahra and Zerhouni, Noureddine and Gouriveau, Rafael}, year = {2016}, address = {Montr\'{e}al - Canada}, booktitle = {11\`{e}me conf\'{e}rence francophone de Mod\'{e}lisation, Optimisation et Simulation (MOSIM-2016)}, month = {aug}, number = {1}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/13155/documents/author/data} }
• Remaining useful life estimation for PEMFC in dynamic operating conditions
  13th IEEE Vehicle Power and Propulsion Conference (VPPC2016) / Hangzhou, China (2016, Pages pages 6 pages)
  Li, Zhongliang | Gouriveau, Rafael | Hissel, Daniel | Zerhouni, Noureddine
  
  bibtex@inproceedings{f0bf5713-aef1-402a-8b59-034c4f26e441, title = {Remaining useful life estimation for PEMFC in dynamic operating conditions}, author = {Li, Zhongliang and Gouriveau, Rafael and Hissel, Daniel and Zerhouni, Noureddine}, year = {2016}, address = {Hangzhou, China}, booktitle = {13th IEEE Vehicle Power and Propulsion Conference (VPPC2016)}, month = {oct}, pages = {6 pages} }
• Combined predictions for prognostics and predictive control of transportation PEMFC
  / Biarritz, France (2016)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  bibtex@inproceedings{0f4e9634-e50b-4ec1-9df0-f7faf9bfc96f, title = {Combined predictions for prognostics and predictive control of transportation PEMFC}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2016}, address = {Biarritz, France}, month = {oct}, organization = {3rd IFAC AMEST Workshop} }
• A Post-Prognostics Decision framework for cell site maintenance using Cloud Computing and Internet of Things
  / Marrakech, Maroc (2016)
  MERAGHNI Safa | Terrissa, Labib | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
  
  bibtex@inproceedings{cb94860b-b526-45bf-a996-f7542a90f62a, title = {A Post-Prognostics Decision framework for cell site maintenance using Cloud Computing and Internet of Things}, author = {MERAGHNI Safa and Terrissa, Labib and Zerhouni, Noureddine and Varnier, Christophe and AYAD Soheyb}, year = {2016}, address = {Marrakech, Maroc}, month = {may}, organization = {2nd International Conference on cloud computing technologies and applications} }
• A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and PredictiveMaintenance
  (Volume 49, Issue 12, 2016, Pages pages 1490 - 1495)
  Fitouri, Cyrine | Fnaiech, Nader | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{8f018395-21d0-4ea6-b4fa-5ec554e748f4, title = {A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and PredictiveMaintenance}, author = {Fitouri, Cyrine and Fnaiech, Nader and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2016}, month = {jun}, number = {12}, pages = {1490 - 1495}, volume = {49}, doi = {10.1016/j.ifacol.2016.07.782}, organization = {8th IFAC Conference on manufacturing modelling, management and control MIM 2016}, publisher = {IFAC} }
• An IoT-based solution for Post-Prognostics Decision in Cloud computing environment
  / Montréal, Canada (2016)
  Terrissa, Labib | MERAGHNI Safa | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
  
  pdf | bibtex@inproceedings{a07c2b91-90b3-4392-b241-f43be6a006a1, title = {An IoT-based solution for Post-Prognostics Decision in Cloud computing environment}, author = {Terrissa, Labib and MERAGHNI Safa and Zerhouni, Noureddine and Varnier, Christophe and AYAD Soheyb}, year = {2016}, address = {Montr\'{e}al, Canada}, month = {aug}, url = {https://publiweb.femto-st.fr/tntnet/entries/13640/documents/author/data}, organization = {11th International conference on modelling, optimization and simulation, MOSIM 16} }
• Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures
  International Discussion on Hydrogen Energy and Applications (IDHEA) / Nanes, France (2016)
  Fang, Yi | Hissel, Daniel | Jemei, Samir | Grondin-Perez, Brigitte | Chabriat, Jean-Pierre | Gouriveau, Rafael | Benne, Michel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{c5e37c3f-753c-4ec4-9121-6336ceee5e93, title = {Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures}, author = {Fang, Yi and Hissel, Daniel and Jemei, Samir and Grondin-Perez, Brigitte and Chabriat, Jean-Pierre and Gouriveau, Rafael and Benne, Michel and Zerhouni, Noureddine}, year = {2016}, address = {Nanes, France}, booktitle = {International Discussion on Hydrogen Energy and Applications (IDHEA)}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/13863/documents/author/data} }
• Development of a Prognostics and Health Management system for the railway infrastructure – Review and methodology
  / Chendgu (2016, Pages pages 1 - 8)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{710e4f9f-dac5-4417-821a-f977d3ba263e, title = {Development of a Prognostics and Health Management system for the railway infrastructure – Review and methodology}, author = {Brahimi, Mehdi and Medjaher, Kamal and Leouatni Mohammed and Zerhouni, Noureddine}, year = {2016}, address = {Chendgu}, month = {oct}, pages = {1 - 8}, doi = {10.1109/PHM.2016.7819783}, organization = {Prognostics and system health management conference (PHM)} }
• Critical components selection for a Prognostics and Health Management system design: an application to an overhead contact
  (2016)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  bibtex@inproceedings{2bf33c4d-e1c1-4937-9640-fd5519148edf, title = {Critical components selection for a Prognostics and Health Management system design: an application to an overhead contact}, author = {Brahimi, Mehdi and Medjaher, Kamal and Leouatni Mohammed and Zerhouni, Noureddine}, year = {2016}, month = {nov}, organization = {annual Conference of the prognostics and health management in railways} }

2015

• Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks
  IEEE AEROSPACE CONFERENCE, 2015. / Big Sky, Montana, USA (Publisher : IEEE, 2015, Pages pages 1-9)
  Elghazel, Wiem | Bahi, Jacques | Farhat, Ahmad | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{egbfg+15:ip, title = {Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks}, author = {Elghazel, Wiem and Bahi, Jacques and Farhat, Ahmad and Guyeux, Christophe and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Big Sky, Montana, USA}, booktitle = {IEEE AEROSPACE CONFERENCE, 2015.}, month = {mar}, pages = {1-9}, url = {https://publiweb.femto-st.fr/tntnet/entries/8908/documents/author/data}, doi = {10.1109/AERO.2015.7119275}, publisher = {IEEE} }
• Data-driven Prognostics of Proton Exchange Membrane Fuel Cell Stack with constraint based Summation-Wavelet Extreme Learning Machine.
  6th International Conference on Fundamentals and Development of Fuel Cells, FDFC'15. / Toulouse - France. (2015, Pages pages 1-8)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{e02f39d2-e101-4561-9a9c-5ad3705135f0, title = {Data-driven Prognostics of Proton Exchange Membrane Fuel Cell Stack with constraint based Summation-Wavelet Extreme Learning Machine.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2015}, address = {Toulouse - France.}, booktitle = {6th International Conference on Fundamentals and Development of Fuel Cells, FDFC'15.}, month = {feb}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/9768/documents/author/data} }
• Improving accuracy of long term proognostics of PEMFC stack to estimate remaining useful life.
  IEEE International Conference on Industrial Technology, ICIT'15. / Séville - Espagne (Publisher : IEEE, 2015, Pages pages 1-6)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  bibtex@inproceedings{3280c590-a7c3-4ae4-a426-88baf9ced778, title = {Improving accuracy of long term proognostics of PEMFC stack to estimate remaining useful life.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2015}, address = {S\'{e}ville - Espagne}, booktitle = {IEEE International Conference on Industrial Technology, ICIT'15.}, month = {mar}, pages = {1-6}, publisher = {IEEE} }
• Prognostics of PEM fuel cells under a combined heat and power profile
  15th IFAC/IEEE/IFIP/IFORS Symposium Information Control Problems in Manufacturing, INCOM'15 / Ottawa, Canada (Volume 48, Issue 3, 2015, Pages pages 26 - 31)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{16402206-c37c-4d70-afe2-46306e7e0d46, title = {Prognostics of PEM fuel cells under a combined heat and power profile}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine}, year = {2015}, address = {Ottawa, Canada}, booktitle = {15th IFAC/IEEE/IFIP/IFORS Symposium Information Control Problems in Manufacturing, INCOM'15}, month = {may}, number = {3}, pages = {26 - 31}, url = {https://publiweb.femto-st.fr/tntnet/entries/11478/documents/author/data}, volume = {48}, doi = {http://dx.doi.org/10.1016/j.ifacol.2015.06.053}, organization = {International Federation of Automatic Control (IFAC)}, journal = {IFAC-PapersOnLine}, publisher = {Elsevier} }
• A New Heuristic Method for Solving Joint Job Shop Scheduling of Production and Maintenance.
  15th IFAC/IEEE/IFIP/IFORS Symposium on Information Control Problems in Manufacturing, INCOM'15. / OTTAWA, CANADA (Publisher : International Federation of Automatic Control (IFAC), 2015, Pages pages 1847-1853)
  Fnaiech, Nader | Fitouri, Cyrine | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{7393f71c-c457-41a7-9224-6bbb2e8b0fed, title = {A New Heuristic Method for Solving Joint Job Shop Scheduling of Production and Maintenance.}, author = {Fnaiech, Nader and FITOURI, Cyrine and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2015}, address = {OTTAWA, CANADA}, booktitle = {15th IFAC/IEEE/IFIP/IFORS Symposium on Information Control Problems in Manufacturing, INCOM'15.}, month = {may}, pages = {1847-1853}, url = {https://publiweb.femto-st.fr/tntnet/entries/11488/documents/author/data}, publisher = {International Federation of Automatic Control (IFAC)} }
• Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics
  IEEE International Conference Prognostics & Health Management, PHM'15 / AUSTIN, TEXAS - USA (Publisher : IEEE, 2015, Pages pages 1-7)
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{9a73b514-0e28-4d9d-962a-21934cd33e5c, title = {Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics}, author = {Lechartier, Elodie and Gouriveau, Rafael and Pera, Marie-c\'{e}cile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2015}, address = {AUSTIN, TEXAS - USA}, booktitle = {IEEE International Conference Prognostics \& Health Management, PHM'15}, month = {jun}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/11496/documents/author/data}, doi = {http://dx.doi.org/10.1109/ICPHM.2015.7245035}, publisher = {IEEE} }
• PEMFC aging modeling for prognostics and health assessment.
  9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2015 / Paris, France (Volume 48, Issue 21, 2015, Pages pages 790 - 795)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{c89355e4-2bc5-42db-aa5c-e48fdd574e15, title = {PEMFC aging modeling for prognostics and health assessment.}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and Pera, Marie-c\'{e}cile and Zerhouni, Noureddine}, year = {2015}, address = {Paris, France}, booktitle = {9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2015}, month = {sep}, number = {21}, pages = {790 - 795}, url = {https://publiweb.femto-st.fr/tntnet/entries/11497/documents/author/data}, volume = {48}, doi = {http://dx.doi.org/10.1016/j.ifacol.2015.09.623}, organization = {International Federation of Automatic Control (IFAC)}, journal = {IFAC-PapersOnLine}, publisher = {Elsevier} }
• An Integrated Data-driven Prognostics Approach: from Critical Components Identification to Remaining Useful life Prediction.
  First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing) (2015, Pages pages 1-48)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{37a91063-2414-4299-85e5-0ceca2168123, title = {An Integrated Data-driven Prognostics Approach: from Critical Components Identification to Remaining Useful life Prediction.}, author = {Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, booktitle = {First International Conference on Reliability Systems Engineering \& 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE \& PHM-Beijing)}, month = {oct}, pages = {1-48}, url = {https://publiweb.femto-st.fr/tntnet/entries/12163/documents/author/data} }
• Accelerated Lifetime Tests and Failure Analysis of an Electro-thermally Actuated {MEMS} Valve
  2015 27th International Conference on Microelectronics (ICM) / Casablanca, Morocco (Publisher : IEEE, 2015, Pages pages 75 - 78)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine | Dedu, Eugen | Bourgeois, Julien
  
  pdf | doi | bibtex@inproceedings{smvz+15:ip, title = {Accelerated Lifetime Tests and Failure Analysis of an Electro-thermally Actuated {MEMS} Valve}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Zerhouni, Noureddine and Dedu, Eugen and Bourgeois, Julien}, year = {2015}, address = {Casablanca, Morocco}, booktitle = {2015 27th International Conference on Microelectronics (ICM)}, month = {dec}, pages = {75 - 78}, url = {https://publiweb.femto-st.fr/tntnet/entries/12181/documents/author/data}, doi = {10.1109/ICM.2015.7437991}, publisher = {IEEE} }
• Continuous validation of the PHM function in aircraft industry.
  First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing), / Beijing - CHINE (Publisher : IEEE, 2015, Pages pages 1-7)
  Gupta, Jayant Sen | Trinquier, Christian | Medjaher, Kamal | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{041008a3-836f-43fa-be88-49864fb5810a, title = {Continuous validation of the PHM function in aircraft industry.}, author = {Gupta, Jayant Sen and Trinquier, Christian and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Beijing - CHINE}, booktitle = {First International Conference on Reliability Systems Engineering \& 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE \& PHM-Beijing),}, month = {oct}, pages = {1-7}, doi = {10.1109/ICRSE.2015.7366505}, publisher = {IEEE} }
• Component based data-driven prognostics for complex systems: Methodology and applications.
  First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing / Beijing - CHINE (Publisher : IEEE, 2015, Pages pages 1-7)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{3a403337-2776-418b-ac85-9c7847b1b4a3, title = { Component based data-driven prognostics for complex systems: Methodology and applications.}, author = {MOSALLAM, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Beijing - CHINE}, booktitle = {First International Conference on Reliability Systems Engineering \& 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE \& PHM-Beijing}, month = {oct}, pages = {1-7}, doi = {10.1109/ICRSE.2015.7366504}, publisher = {IEEE} }
• Prognostics of Health Status of Multi-component Systems With Degradation Interactions.
  6th International Conference on Industrial Engineering and Systems Management, IESM'15. / Seville - ESPAGNE (Publisher : IEEE, 2015, Pages pages 870-875)
  HAFSA, Wael | Morello, Brigitte | Varnier, Christophe | Medjaher, Kamal | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{e95efe62-9c5e-424d-92fa-1e81ebfaa21e, title = {Prognostics of Health Status of Multi-component Systems With Degradation Interactions.}, author = {HAFSA, Wael and Chebel-Morello, Brigitte and Varnier, Christophe and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Seville - ESPAGNE}, booktitle = {6th International Conference on Industrial Engineering and Systems Management, IESM'15.}, month = {oct}, pages = {870-875}, doi = {10.1109/IESM.2015.7380258}, publisher = {IEEE} }

2014

• ANOVA Method Applied to PEMFC Ageing Forecasting Using an Echo State Network
  11th International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (ElectrIMACS 2014) / Valencia, Spain (2014, Pages pages 652 - 657)
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{f01347f2-7210-45b8-a509-249807453c29, title = {ANOVA Method Applied to PEMFC Ageing Forecasting Using an Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2014}, address = {Valencia, Spain}, booktitle = {11th International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (ElectrIMACS 2014)}, month = {may}, pages = {652 - 657}, url = {https://publiweb.femto-st.fr/tntnet/entries/7304/documents/author/data}, organization = {Universitat Polit\`{e}cnica de Val\`{e}ncia}, publisher = {Universitat Polit\`{e}cnica de Val\`{e}ncia} }
• Predicting the Remaining Useful Lifetime of a Proton Exchange Membrane Fuel Cell using an Echo State Network
  International Discussion on Hydrogen Energy and Applications (IDHEA) (2014, Pages pages 63 (9 pages))
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{bd30dee4-0787-4224-93cf-2e0aa8ef31f9, title = {Predicting the Remaining Useful Lifetime of a Proton Exchange Membrane Fuel Cell using an Echo State Network}, author = {Morando, Simon and Jemei, Samir and Hissel, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2014}, booktitle = {International Discussion on Hydrogen Energy and Applications (IDHEA)}, month = {may}, pages = {63 (9 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/7306/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }
• Towards an ageing model of a PEMFC for prognostics purpose.
  International Discussion on Hydrogen Energy and Application, IDHEA'2014. (2014, Pages pages 1-7)
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{8cd07e73-0cf4-4230-96ea-73c24a452032, title = {Towards an ageing model of a PEMFC for prognostics purpose.}, author = {Lechartier, Elodie and Gouriveau, Rafael and P\'{e}ra, Marie-C\'{e}cile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2014}, booktitle = {International Discussion on Hydrogen Energy and Application, IDHEA'2014.}, month = {may}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/7307/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }
• Integrated Bayesian Framework for Remaining Useful Life Prediction.
  IEEE International Conference on Prognostics and Health Management, PHM'2014. / Cheney WA, United States (2014, Pages pages 1-6)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{051df183-48fb-44a4-b8e5-7d0cc3f08801, title = {Integrated Bayesian Framework for Remaining Useful Life Prediction.}, author = {MOSALLAM, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2014}, address = {Cheney WA, United States}, booktitle = {IEEE International Conference on Prognostics and Health Management, PHM'2014.}, month = {jun}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/7399/documents/author/data}, organization = {IEEE} }
• Accelerated life tests for prognostic and health management of MEMS devices.
  Second European Conference of the Prognostics and Health Management Society, PHM Society'2014. / Nantes (2014, Pages pages 1-7)
  Skima, Haithem | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{1619a207-eb0e-459f-9163-68b06772e6e2, title = {Accelerated life tests for prognostic and health management of MEMS devices.}, author = {Skima, Haithem and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2014}, address = {Nantes}, booktitle = { Second European Conference of the Prognostics and Health Management Society, PHM Society'2014.}, month = {jul}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/7400/documents/author/data} }
• Remaining useful life estimates of a PEM fuel cell stack by including characterization-induced disturbances in a particle filter model.
  Conference Internationale Discussion on Hydrogen Energy and Applications, IDHEA'14. (2014, Pages pages B-O- 041 (10 pages))
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ccbd32cc-0f06-4a69-bca2-19a074956e96, title = {Remaining useful life estimates of a PEM fuel cell stack by including characterization-induced disturbances in a particle filter model.}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2014}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications, IDHEA'14.}, month = {may}, pages = {B-O- 041 (10 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/7405/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique} }
• Prognostics of proton exchange membrane fuel cell stack in a particle filtering framework including characterization disturbances and voltage recovery
  IEEE International Conference on Prognostics and Health Management, PHM'2014. - Enhancing Safety, Efficiency, Availability and Effectiveness of Systems through PHM Technology and Application. / Cheney WA, United States (2014, Pages pages (6 pages))
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{25ef47a1-f4a4-4208-ae33-9bcb73186932, title = {Prognostics of proton exchange membrane fuel cell stack in a particle filtering framework including characterization disturbances and voltage recovery}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Zerhouni, Noureddine}, year = {2014}, address = {Cheney WA, United States}, booktitle = {IEEE International Conference on Prognostics and Health Management, PHM'2014. - Enhancing Safety, Efficiency, Availability and Effectiveness of Systems through PHM Technology and Application.}, month = {jun}, pages = {(6 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/7406/documents/author/data}, doi = {https://doi.org/10.1109/ICPHM.2014.7036363}, organization = {IEEE} }
• Dependable wireless sensor networks for prognostics and health management : a survey.
  Annual Conference of the Prognostics and Health Management Society, PHM'14, / Fort Worth - Texas - USA (Volume 68, 2014, Pages pages 1-15)
  Elghazel, Wiem | Medjaher, Kamal | Guyeux, Christophe | Hakem, Mourad | Zerhouni, Noureddine | Bahi, Jacques
  
  pdf | bibtex@inproceedings{emgh+14:oip, title = {Dependable wireless sensor networks for prognostics and health management : a survey.}, author = {Elghazel, Wiem and Medjaher, Kamal and Guyeux, Christophe and Hakem, Mourad and Zerhouni, Noureddine and Bahi, Jacques}, year = {2014}, address = {Fort Worth - Texas - USA}, booktitle = { Annual Conference of the Prognostics and Health Management Society, PHM'14,}, month = {sep}, pages = {1-15}, url = {https://publiweb.femto-st.fr/tntnet/entries/7739/documents/author/data}, volume = {68} }
• Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP
  31st Conference of the European Working Group on Acoustic Emission (EWGAE) / Dresde, Germany (2014, Pages pages 1-8)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine | Zerhouni, Noureddine
  
  bibtex@inproceedings{266e66fa-416c-4367-a88f-b26a0a57402f, title = {Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP}, author = {Doan , Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, address = {Dresde, Germany}, booktitle = {31st Conference of the European Working Group on Acoustic Emission (EWGAE)}, month = {sep}, pages = {1-8} }
• An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials
  7th European Workshop on Structural Health Monitoring (EWSHM 2014) (2014, Pages pages 1592 - 1599)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{27d67078-b2df-4f51-82b3-b3448218184f, title = {An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials}, author = {Doan, Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, booktitle = {7th European Workshop on Structural Health Monitoring (EWSHM 2014)}, month = {jul}, pages = {1592 - 1599}, url = {https://publiweb.femto-st.fr/tntnet/entries/8225/documents/author/data} }
• Fuel Cells Remaining Useful Lifetime forecasting using Echo State Network
  Vehicle Power and Propulsion Conference (VPPC 2014) / Coimbra, Portugal (2014, Pages pages (6 pages))
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  doi | bibtex@inproceedings{318ef1ad-a173-490e-8053-bc62fd52459a, title = {Fuel Cells Remaining Useful Lifetime forecasting using Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2014}, address = {Coimbra, Portugal}, booktitle = {Vehicle Power and Propulsion Conference (VPPC 2014)}, month = {oct}, pages = {(6 pages)}, doi = {https://doi.org/10.1109/VPPC.2014.7007074}, organization = {IEEE}, publisher = {IEEE} }
• Static and dynamic modeling of a PEMFC for prognostics purpose
  Vehicle Power and Propulsion Conference (VPPC'14) / Coimbra, Portugal (2014, Pages pages IS1-4 (5 pages))
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{d969731e-c2d2-4968-a223-2661087c44d6, title = {Static and dynamic modeling of a PEMFC for prognostics purpose}, author = {Lechartier, Elodie and Gouriveau, Rafael and Pera, Marie-c\'{e}cile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2014}, address = {Coimbra, Portugal}, booktitle = {Vehicle Power and Propulsion Conference (VPPC'14)}, month = {oct}, pages = {IS1-4 (5 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/8775/documents/author/data}, doi = {10.1109/VPPC.2014.7007136}, organization = {IEEE}, publisher = {IEEE} }
• Unsupervised Kernel Regression Modeling Approach for RUL Prediction.
  Second European Conference of the Prognostics and Health Management Society, PHM'14. / Nantes (2014, Pages pages 1-7)
  Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{b0598308-6071-4257-b22c-04f30d3ce48f, title = {Unsupervised Kernel Regression Modeling Approach for RUL Prediction.}, author = {Khelif, Racha and Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Nantes}, booktitle = {Second European Conference of the Prognostics and Health Management Society, PHM'14.}, month = {jul}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/9572/documents/author/data} }
• RUL prediction based on a new similarity-instance based approach.
  23rd International Symposium on Industrial Electronics, ISIE'14. / Istanbul, Turkey (2014, Pages pages 2463-2468)
  Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{737d2387-7d6f-4128-808e-54226a423794, title = {RUL prediction based on a new similarity-instance based approach.}, author = {Khelif, Racha and Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Istanbul, Turkey}, booktitle = {23rd International Symposium on Industrial Electronics, ISIE'14.}, month = {jun}, pages = {2463-2468}, url = {https://publiweb.femto-st.fr/tntnet/entries/9574/documents/author/data}, doi = {10.1109/ISIE.2014.6865006}, organization = {IEEE} }
• Shapelet-based remaining useful life estimation.
  IEEE International Conference on Automation Science and Engineering, CASE'14. / Taipei - Taiwan. (Publisher : IEEE, 2014, Pages pages 794-799)
  Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{a0f93c55-009f-44ec-86d0-8f54a0ea0f40, title = {Shapelet-based remaining useful life estimation.}, author = {Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Taipei - Taiwan.}, booktitle = {IEEE International Conference on Automation Science and Engineering, CASE'14.}, month = {aug}, pages = {794-799}, url = {https://publiweb.femto-st.fr/tntnet/entries/10445/documents/author/data}, doi = {10.1109/CoASE.2014.6899416 }, publisher = {IEEE} }

2013

• A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling.
  IEEE International Conference on Prognostics and Health Management, PHM'2013. (2013, Pages pages 1-7)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Nectoux, Patrick
  
  pdf | bibtex@inproceedings{bac9cc48-0b67-4582-afcc-9125f4dea606, title = {A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Nectoux, Patrick}, year = {2013}, booktitle = {IEEE International Conference on Prognostics and Health Management, PHM'2013.}, month = {jun}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/5564/documents/author/data} }
• Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.
  European Control Conference, ECC'13. / Zurich, Switzerland (2013, Pages pages 1451-1456)
  Medjaher, Kamal | Zerhouni, Noureddine | Baklouti, Jihène
  
  bibtex@inproceedings{5143d801-7c23-45e2-8685-2987b9724724, title = {Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.}, author = {Medjaher, Kamal and Zerhouni, Noureddine and Baklouti, Jih\`{e}ne}, year = {2013}, address = {Zurich, Switzerland}, booktitle = {European Control Conference, ECC'13.}, month = {jul}, pages = {1451-1456}, organization = {Eureopean Control Association (EUCA)} }
• Fuel Cells prognostics using Echo State Network
  Proceedings of the IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society / Vienna, Austria (2013, Pages pages 1630 - 1635)
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{315ad386-f127-4d17-867e-61e8ab860c29, title = {Fuel Cells prognostics using Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2013}, address = {Vienna, Austria}, booktitle = {Proceedings of the IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society}, month = {nov}, pages = {1630 - 1635}, url = {https://publiweb.femto-st.fr/tntnet/entries/5757/documents/author/data}, organization = {IEEE}, publisher = {IEEE} }
• Novel failure prognostics approach with dynamic thresholds for machine degradation.
  39th Annual Conference of the IEEE Industrial Electronics Society, IECON'13. / Vienna, Austria (2013, Pages pages 4402-4407)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{b0fcc348-3f2b-4b2d-942e-5f70e74b6ccc, title = {Novel failure prognostics approach with dynamic thresholds for machine degradation.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2013}, address = {Vienna, Austria}, booktitle = {39th Annual Conference of the IEEE Industrial Electronics Society, IECON'13.}, month = {nov}, pages = {4402-4407}, url = {https://publiweb.femto-st.fr/tntnet/entries/5767/documents/author/data}, doi = {10.1109/IECON.2013.6699844}, organization = {IEEE} }
• Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments
  11th International Conference on Structural Safety & Reliability (2013, Pages pages 1 - 8)
  Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{placet_online_2013, title = {Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments}, author = {Placet, Vincent and Ramasso, Emmanuel and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2013}, booktitle = {11th International Conference on Structural Safety \& Reliability}, month = {jun}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/5849/documents/author/data} }
• Memory tracking of the health state of Smart products in their lifecycle.
  International Conference on Industrial Engineering and Systems Management, IESM'13. / Rabat - Maroc (2013, Pages pages 1-7)
  Morello, Brigitte | Ghaouar, Beyram | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{54d1f0b9-5467-4ac2-82cd-9b37fb5ef593, title = {Memory tracking of the health state of Smart products in their lifecycle.}, author = {Morello, Brigitte and Ghaouar, Beyram and Varnier, Christophe and Zerhouni, Noureddine}, year = {2013}, address = {Rabat - Maroc}, booktitle = {International Conference on Industrial Engineering and Systems Management, IESM'13.}, month = {oct}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/9789/documents/author/data} }

2012

• New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.
  IECON 2012. / Montreal, QC, Canada (Volume 1, 2012, Pages pages 5535-5541)
  Fnaiech, Nader | Hammami, Hayfa | Yahyaoui, Amel | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{fnaiech:hal-00773145, title = {New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.}, author = {Fnaiech, Nader and Hammami, Hayfa and Yahyaoui, Amel and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2012}, address = {Montreal, QC, Canada}, booktitle = {IECON 2012.}, pages = {5535-5541}, url = {https://publiweb.femto-st.fr/tntnet/entries/1509/documents/author/data}, volume = {1}, doi = {10.1109/IECON.2012.6389511} }
• A Trace based system for decision activities in CBM Process.
  Information Control Problems in Manufacturing. / Bucharest, Roumanie (Volume sur CD ROM, 2012, Pages pages 1-6)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00719438, title = {A Trace based system for decision activities in CBM Process.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Zerhouni, Noureddine}, year = {2012}, address = {Bucharest, Roumanie}, booktitle = {Information Control Problems in Manufacturing.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1513/documents/author/data}, volume = {sur CD ROM} }
• Features Selection Procedure for Prognostics: An Approach Based on Predictability
  Supervision and Safety of Technical Processes. / Mexico City, Mexique (Volume sur CD ROM, 2012, Pages pages 25-30)
  Javed, Kamran | Gouriveau, Rafael | Zemouri, Ryad | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{javed:hal-00734037, title = {Features Selection Procedure for Prognostics: An Approach Based on Predictability}, author = {Javed, Kamran and Gouriveau, Rafael and Zemouri, Ryad and Zerhouni, Noureddine}, year = {2012}, address = {Mexico City, Mexique}, booktitle = {Supervision and Safety of Technical Processes.}, pages = {25-30}, url = {https://publiweb.femto-st.fr/tntnet/entries/1518/documents/author/data}, volume = {sur CD ROM} }
• Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.
  Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-9)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Zemouri, Ryad | Li, Xiang
  
  pdf | bibtex@inproceedings{javed:hal-00719545, title = {Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Zemouri, Ryad and Li, Xiang}, year = {2012}, address = {Denver, Colorado, \'{E}tats-Unis}, booktitle = {Conference on Prognostics and Health Management.}, pages = {1-9}, url = {https://publiweb.femto-st.fr/tntnet/entries/1519/documents/author/data}, volume = {sur CD ROM}, publisher = {IEEE} }
• Feature extraction and evaluation for Health Assessment and Failure prognostics
  First European Conference of the Prognostics and Health Management Society. / Dresden, Allemagne (Publisher : Prognostics and Health Management Society (PHM Society), Volume Site internet de la conférence., 2012, Pages pages 111 - 116)
  Medjaher, Kamal | Camci, Fatih | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{medjaher:hal-00718330, title = {Feature extraction and evaluation for Health Assessment and Failure prognostics}, author = {Medjaher, Kamal and Camci, Fatih and Zerhouni, Noureddine}, year = {2012}, address = {Dresden, Allemagne}, booktitle = {First European Conference of the Prognostics and Health Management Society.}, pages = {111 - 116}, url = {https://publiweb.femto-st.fr/tntnet/entries/1526/documents/author/data}, volume = {Site internet de la conf\'{e}rence.}, publisher = {Prognostics and Health Management Society (PHM Society)} }
• PRONOSTIA : An experimental platform for bearings accelerated degradation tests
  Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-8)
  Nectoux, Patrick | Gouriveau, Rafael | Medjaher, Kamal | Ramasso, Emmanuel | Morello, Brigitte | Zerhouni, Noureddine | Varnier, Christophe
  
  pdf | bibtex@inproceedings{nectoux:hal-00719503, title = {PRONOSTIA : An experimental platform for bearings accelerated degradation tests}, author = {Nectoux, Patrick and Gouriveau, Rafael and Medjaher, Kamal and Ramasso, Emmanuel and Morello, Brigitte and Zerhouni, Noureddine and Varnier, Christophe}, year = {2012}, address = {Denver, Colorado, \'{E}tats-Unis}, booktitle = {Conference on Prognostics and Health Management.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1528/documents/author/data}, volume = {sur CD ROM}, publisher = {IEEE} }
• Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.
  Annual Conference of the Prognostics and Health Management Society (PHM'12) (2012, Pages pages 1 - 11)
  Ramasso, Emmanuel | Placet, Vincent | Gouriveau, Rafael | Boubakar, Lamine | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00801920, title = {Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.}, author = {Ramasso, Emmanuel and Placet, Vincent and Gouriveau, Rafael and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2012}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM'12)}, month = {sep}, pages = {1 - 11}, url = {https://publiweb.femto-st.fr/tntnet/entries/1532/documents/author/data} }
• Partially-Hidden Markov Models.
  International Conference on Belief Functions, BELIEF'12. / Compiègne, France (2012, Pages pages 1-8)
  Ramasso, Emmanuel | Denoeux, Thierry | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00719967, title = {Partially-Hidden Markov Models.}, author = {Ramasso, Emmanuel and Denoeux, Thierry and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`{e}gne, France}, booktitle = {International Conference on Belief Functions, BELIEF'12.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1533/documents/author/data} }
• Prognostic by classification of predictions combining similarity-based estimation and belief functions
  Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning / Compiègne, France (2012, Pages pages 1-8)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00719965, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions}, author = {Ramasso, Emmanuel and Rombaut, Mich\`{e}le and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`{e}gne, France}, booktitle = {Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1534/documents/author/data} }
• An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams
  Prognostics and Health Management Society. / Minneapolis, Minnesota, {\'E}tats-Unis (Volume 3, 2012, Pages pages 9 pages)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00798310, title = {An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2012}, address = {Minneapolis, Minnesota, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management Society.}, pages = {9 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1535/documents/author/data}, volume = {3} }
• Scheduling predictive maintenance in flow-shop.
  Prognostics and System Health Management. / Beijing, Chine (Volume sur cl{\'e} USB, 2012, Pages pages 1-6)
  Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{varnier:hal-00719632, title = {Scheduling predictive maintenance in flow-shop.}, author = {Varnier, Christophe and Zerhouni, Noureddine}, year = {2012}, address = {Beijing, Chine}, booktitle = {Prognostics and System Health Management.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1537/documents/author/data}, volume = {sur cl{\'e} USB}, doi = {10.1109/PHM.2012.6228964} }
• Unsupervised Trend Extraction for Prognostics and Condition Assessment.
  2nd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology, (AMEST'2013) (2012, Pages pages 1-6)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{cbacf9e0-9dab-45a6-a0e6-d9c4da28f70e, title = {Unsupervised Trend Extraction for Prognostics and Condition Assessment.}, author = {MOSALLAM, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2012}, booktitle = {2nd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology, (AMEST'2013)}, month = {nov}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/5560/documents/author/data} }

2011

• A component based system for S-maintenance
  INDIN'11, Conference on Industrial Informatics / Lisbon, Portugal (2011, Pages pages 519-526)
  Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{hkcmlz11:ip, title = {A component based system for S-maintenance}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Lang, Christophe and Zerhouni, Noureddine}, year = {2011}, address = {Lisbon, Portugal}, booktitle = {INDIN'11, Conference on Industrial Informatics}, month = {jul}, pages = {519-526}, doi = {10.1109/INDIN.2011.6034934} }
• Long term prediction approaches based on connexionist systems - A study for prognostics application.
  Prognostics and Health Management. / Denver - Colorado, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages sur CD ROM - 8 pages)
  Gauvain, Marie-Danielle | Gouriveau, Rafael | Hessabi, Mike | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{gauvain:hal-00604678, title = {Long term prediction approaches based on connexionist systems - A study for prognostics application.}, author = {Gauvain, Marie-Dani\`{e}le and Gouriveau, Rafael and Hessabi, Mike and Zerhouni, Noureddine}, year = {2011}, address = {Denver - Colorado, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management.}, editor = {IEEE Catalog Number : CPF11PHM-CDR}, pages = {sur CD ROM - 8 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1427/documents/author/data}, volume = {sur CD ROM} }
• Defining and implementing a distributed and reconfigurable information system for prognostics.
  Prognostic and System Health Management. / Shenzhen, Chine (Publisher : RAIRO, Theoretical Informatics and Applications, Volume sur cl{\'e} USB, 2011, Pages pages 1-6)
  Gauvain, Marie-Danielle | Gouriveau, Rafael | Zerhouni, Noureddine | Varnier, Christophe | Piat, Nadine | Hessabi, Mike
  
  pdf | bibtex@inproceedings{gauvain:hal-00602159, title = {Defining and implementing a distributed and reconfigurable information system for prognostics.}, author = {Gauvain, Marie-Dani\`{e}le and Gouriveau, Rafael and Zerhouni, Noureddine and Varnier, Christophe and Piat, Nadine and Hessabi, Mike}, year = {2011}, address = {Shenzhen, Chine}, booktitle = {Prognostic and System Health Management.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1428/documents/author/data}, volume = {sur cl{\'e} USB}, publisher = {RAIRO, Theoretical Informatics and Applications} }
• A component based system for S-maintenance.
  Conference on Industrial Informatics, INDIN'11. / Caparica, Lisbon, Portugal (Volume 1, 2011, Pages pages 1-8)
  Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00612653, title = {A component based system for S-maintenance.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Lang, Christophe and Zerhouni, Noureddine}, year = {2011}, address = {Caparica, Lisbon, Portugal}, booktitle = {Conference on Industrial Informatics, INDIN'11.}, editor = {IEEE}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1429/documents/author/data}, volume = {1} }
• A Formal Ontology for Industrial Maintenance.
  Terminology & Ontology : Theories and applications. / Annecy, France (Volume sur CD ROM, 2011, Pages pages 1-20)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00602182, title = {A Formal Ontology for Industrial Maintenance.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Zerhouni, Noureddine}, year = {2011}, address = {Annecy, France}, booktitle = {Terminology \& Ontology : Theories and applications.}, pages = {1-20}, url = {https://publiweb.femto-st.fr/tntnet/entries/1431/documents/author/data}, volume = {sur CD ROM} }
• Improving data-driven prognostics by assessing predictability of features.
  Prognostics and Health Management Society 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 555-560)
  Javed, Kamran | Gouriveau, Rafael | Zemouri, Ryad | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{javed:hal-00632185, title = {Improving data-driven prognostics by assessing predictability of features.}, author = {Javed, Kamran and Gouriveau, Rafael and Zemouri, Ryad and Zerhouni, Noureddine}, year = {2011}, address = {Montr{\'e}al, Qu{\'e}bec, Canada}, booktitle = {Prognostics and Health Management Society 2011.}, pages = {555-560}, url = {https://publiweb.femto-st.fr/tntnet/entries/1436/documents/author/data}, volume = {sur CD ROM} }
• Feature selection and categorization to design reliable fault detection systems.
  Prognostics and Health Management Society, 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 257-266)
  Senoussi, Hafida | Morello, Brigitte | Dena{\"\i}, M. | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{senoussi:hal-00632331, title = {Feature selection and categorization to design reliable fault detection systems.}, author = {Senoussi, Hafida and Chebel-Morello, Brigitte and Dena{\"\i}, M. and Zerhouni, Noureddine}, year = {2011}, address = {Montr{\'e}al, Qu{\'e}bec, Canada}, booktitle = {Prognostics and Health Management Society, 2011.}, pages = {257-266}, url = {https://publiweb.femto-st.fr/tntnet/entries/1447/documents/author/data}, volume = {sur CD ROM} }
• Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.
  Conference on Decision and Control and European Control. / Orlando, Floride, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 8273-8278)
  Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Bauer, Olivier | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00720008, title = {Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.}, author = {Serir, Lisa and Ramasso, Emmanuel and Nectoux, Patrick and Bauer, Olivier and Zerhouni, Noureddine}, year = {2011}, address = {Orlando, Floride, {\'E}tats-Unis}, booktitle = {Conference on Decision and Control and European Control.}, pages = {8273-8278}, url = {https://publiweb.femto-st.fr/tntnet/entries/1448/documents/author/data}, volume = {sur CD ROM} }
• E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.
  Prognostics and Health Management Society, 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 85-93)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00632175, title = {E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Montr{\'e}al, Qu{\'e}bec, Canada}, booktitle = {Prognostics and Health Management Society, 2011.}, pages = {85-93}, url = {https://publiweb.femto-st.fr/tntnet/entries/1450/documents/author/data}, volume = {sur CD ROM} }
• Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.
  Prognostics and Health Management. / Denver - Colorado, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 10 pages)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00605846, title = {Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Denver - Colorado, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management.}, editor = {IEEE Catalog Number : CPF11PHM-CDR}, pages = {10 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1451/documents/author/data}, volume = {sur CD ROM} }
• E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions
  Lecture Notes in Artificial Intelligence / Belfast, Nothern Ireland, Royaume-Uni (Volume LNAI, Issue 6717, 2011, Pages pages 326 - 337)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00603956, title = {E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Belfast, Nothern Ireland, Royaume-Uni}, booktitle = {Lecture Notes in Artificial Intelligence}, editor = {Weiru Liu - SPRINGER}, number = {6717}, pages = {326 - 337}, url = {https://publiweb.femto-st.fr/tntnet/entries/1452/documents/author/data}, volume = {LNAI} }
• Hidden Markov models for failure diagnostic and prognostic.
  Prognostics and System Health Management. / Shenzhen, Chine (Publisher : RAIRO, Theoretical Informatics and Applications, Issue sur Cl{\'e} USB, 2011, Pages pages 1-8)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
  
  pdf | bibtex@inproceedings{tobonmejia:hal-00602148, title = {Hidden Markov models for failure diagnostic and prognostic.}, author = {Tobon-Mejia, Diego and Medjaher, Kamal and Zerhouni, Noureddine and Tripot, G\'{e}rard}, year = {2011}, address = {Shenzhen, Chine}, booktitle = {Prognostics and System Health Management.}, number = {sur Cl{\'e} USB}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1454/documents/author/data}, publisher = {RAIRO, Theoretical Informatics and Applications} }
• Estimation of the remaining useful life by using Wavelet Packet Decomposition and HMMs.
  IEEE Aerospace Conference AIAA. / Big Sky - Montana, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 1-10)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
  
  pdf | bibtex@inproceedings{tobonmejia:hal-00576865, title = {Estimation of the remaining useful life by using Wavelet Packet Decomposition and HMMs.}, author = {Tobon-Mejia, Diego and Medjaher, Kamal and Zerhouni, Noureddine and Tripot, G\'{e}rard}, year = {2011}, address = {Big Sky - Montana, {\'E}tats-Unis}, booktitle = {IEEE Aerospace Conference AIAA.}, editor = {IEEE}, pages = {1-10}, url = {https://publiweb.femto-st.fr/tntnet/entries/1455/documents/author/data}, volume = {sur CD ROM} }
• Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours
  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 (2011)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  bibtex@inproceedings{ramasso:hal-00690686, title = {Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours}, author = {Ramasso, Emmanuel and Rombaut, Mich\`{e}le and Zerhouni, Noureddine}, year = {2011}, address = {Londres, Royaume-Uni}, booktitle = {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.}, month = {Oct} }
• CNC machine tool health assessment using Dynamic Bayesian Networks.
  18th World Congress of the International Federation of Automatic Control, IFAC'11. / Milan - Italie (2011, Pages pages 1-6)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
  
  bibtex@inproceedings{d34ad792-2221-401f-9ad1-5f536e867ce4, title = {CNC machine tool health assessment using Dynamic Bayesian Networks.}, author = {Tobon-Mejia, Diego and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2011}, address = {Milan - Italie}, booktitle = {18th World Congress of the International Federation of Automatic Control, IFAC'11.}, month = {aug}, pages = {1-6} }

2010

• A neuro-fuzzy self built system for prognostics : a way to ensure good prediction accuracy by balancing complexity and generalization.
  IEEE Prognostics & System Health Management Conference, PHM'2010. / Macau, Chine (2010, Pages pages 8 pages)
  El Koujok, Mohamed | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{elkoujok:hal-00459285, title = {A neuro-fuzzy self built system for prognostics : a way to ensure good prediction accuracy by balancing complexity and generalization.}, author = {El Koujok, Mohamed and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2010}, address = {Macau, Chine}, booktitle = {IEEE Prognostics \& System Health Management Conference, PHM'2010.}, editor = {IEEE Macau}, pages = {8 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1345/documents/author/data} }
• A contextual semantic mediator for a distributed cooperative maintenance platform.
  8th IEEE International Conference on Industrial Informatics. / Osaka, Japon (Volume sur CD ROM, 2010, Pages pages 181-188)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00504485, title = {A contextual semantic mediator for a distributed cooperative maintenance platform.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Zerhouni, Noureddine}, year = {2010}, address = {Osaka, Japon}, booktitle = {8th IEEE International Conference on Industrial Informatics.}, editor = {IEEE}, pages = {181-188}, url = {https://publiweb.femto-st.fr/tntnet/entries/1349/documents/author/data}, volume = {sur CD ROM} }
• The ISO 13381-1 Standard's failure prognostics process through an example.
  IEEE Prognostics & System Health Management Conference, PHM'2010. / Macau, Chine (Volume sur CD ROM, 2010, Pages pages 11 pages)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{tobonmeja:hal-00459269, title = {The ISO 13381-1 Standard's failure prognostics process through an example.}, author = {Tobon-Mejia, Diego and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2010}, address = {Macau, Chine}, booktitle = {IEEE Prognostics \& System Health Management Conference, PHM'2010.}, editor = {IEEE Macau}, pages = {11 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1374/documents/author/data}, volume = {sur CD ROM} }
• A mixture of gaussians hidden markov model for failure diagnostic and prognostic.
  6th Annual IEEE Conference on Automation Science and Engineering, CASE'10. / Toronto, Canada (Volume sur CD ROM, 2010, Pages pages 338-343)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
  
  pdf | bibtex@inproceedings{tobonmejia:hal-00525073, title = {A mixture of gaussians hidden markov model for failure diagnostic and prognostic.}, author = {Tobon-Mejia, Diego and Medjaher, Kamal and Zerhouni, Noureddine and Tripot, G\'{e}rard}, year = {2010}, address = {Toronto, Canada}, booktitle = {6th Annual IEEE Conference on Automation Science and Engineering, CASE'10.}, pages = {338-343}, url = {https://publiweb.femto-st.fr/tntnet/entries/1375/documents/author/data}, volume = {sur CD ROM} }

2007

• Scoop: a complete methodology for cooperative systems modeling and analysis
  ICCGI'07, 2nd IEEE Int. Conf. on Computing in the Global Information Technology Challanges for the Next Generation of IT and C / Guadeloupe, France (2007, Pages pages 47--54)
  Guyennet, Hervé | Lang, Christophe | Saint-Voirin, David | Zerhouni, Noureddine
  
  bibtex@inproceedings{svlgz07:ip, title = {Scoop: a complete methodology for cooperative systems modeling and analysis}, author = {Saint-Voirin, David and Lang, Christophe and Guyennet, Herv\'{e} and Zerhouni, Noureddine}, year = {2007}, address = {Guadeloupe, France}, booktitle = {ICCGI'07, 2nd IEEE Int. Conf. on Computing in the Global Information Technology Challanges for the Next Generation of IT and C}, month = {mar}, pages = {47--54} }
• A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks
  ICN'07, 6th int. conf. on Networking / Sainte-Luce, Martinique, France (2007, Pages pages 27--34)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{lgz07a:ip, title = {A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'{e} and Zerhouni, Noureddine}, year = {2007}, address = {Sainte-Luce, Martinique, France}, booktitle = {ICN'07, 6th int. conf. on Networking}, editor = {Cosmin Dini and Zdenek Smekal and Emanuel Lochin and Pramode Verma}, month = {apr}, pages = {27--34}, doi = {10.1109/ICN.2007.4} }
• Mobile Effect Reduction in Data-Centric Storage for Wireless Sensor Networks
  IE'07, 3rd int. conf. on Intelligent Environments / Ulm, Germany (2007, Pages pages 304--311)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  bibtex@inproceedings{lgz07b:ip, title = {Mobile Effect Reduction in Data-Centric Storage for Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'{e} and Zerhouni, Noureddine}, year = {2007}, address = {Ulm, Germany}, booktitle = {IE'07, 3rd int. conf. on Intelligent Environments}, month = {sep}, pages = {304--311} }
• A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks
  MSN'07, Mobile Ad-Hoc and Sensor Network / Beijing, China (2007, Pages pages 291--301)
  Felea, Violeta | Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  bibtex@inproceedings{lgfz07:ip, title = {A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'{e} and Felea, Violeta and Zerhouni, Noureddine}, year = {2007}, address = {Beijing, China}, booktitle = {MSN'07, Mobile Ad-Hoc and Sensor Network}, pages = {291--301} }

2006

• Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network
  IST-WSN'06, 1st IEEE Int. Workshop on Intelligent Systems Techniques for Wireless Sensor Networks, part of MASS 2006, 3rd IEEE Int. Conf. on Mobile Ad-hoc and Sensor Systems / Vancouver, Canada (2006, Pages pages 633--638)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  bibtex@inproceedings{lgz06:ip, title = {Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network}, author = {Le, Hung-Cuong and Guyennet, Herv\'{e} and Zerhouni, Noureddine}, year = {2006}, address = {Vancouver, Canada}, booktitle = {IST-WSN'06, 1st IEEE Int. Workshop on Intelligent Systems Techniques for Wireless Sensor Networks, part of MASS 2006, 3rd IEEE Int. Conf. on Mobile Ad-hoc and Sensor Systems}, month = {oct}, pages = {633--638} }
• Cooperative systems modeling, example of a cooperative e-maintenance system
  DFMA'06, Procs of the 2nd IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications / Penang, Malaysia (2006, Pages pages 83--90)
  Saint-Voirin, David | Zerhouni, Noureddine
  
  bibtex@inproceedings{svz06:ip, title = {Cooperative systems modeling, example of a cooperative e-maintenance system}, author = {Saint-Voirin, David and Zerhouni, Noureddine}, year = {2006}, address = {Penang, Malaysia}, booktitle = {DFMA'06, Procs of the 2nd IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications}, month = {may}, pages = {83--90} }

2005

• Distributed cooperative systems meta-model for maintenance using Petri nets and multi-agents systems
  Procs of the 1st IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications, DFMA'2005 / Besançon, France (2005, Pages pages 254--261)
  Saint-Voirin, David | Lang, Christophe | Zerhouni, Noureddine
  
  bibtex@inproceedings{svlz05:ip, title = {Distributed cooperative systems meta-model for maintenance using Petri nets and multi-agents systems}, author = {Saint-Voirin, David and Lang, Christophe and Zerhouni, Noureddine}, year = {2005}, address = {Besan\c{c}on, France}, booktitle = {Procs of the 1st IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications, DFMA'2005}, month = {feb}, pages = {254--261} }
• Cooperative systems modeling, example of a cooperative e-maintenance system
  6th Int. Symposium on computational intelligence in robotics and automation (CIRA'05) / Espoo, Finland (Publisher : IEEE, 2005, Pages pages 439--444)
  Saint-Voirin, David | Lang, Christophe | Zerhouni, Noureddine | Guyennet, Hervé
  
  bibtex@inproceedings{svlzg05:ip, title = {Cooperative systems modeling, example of a cooperative e-maintenance system}, author = {Saint-Voirin, David and Lang, Christophe and Zerhouni, Noureddine and Guyennet, Herv\'{e}}, year = {2005}, address = {Espoo, Finland}, booktitle = {6th Int. Symposium on computational intelligence in robotics and automation (CIRA'05)}, month = {jun}, pages = {439--444}, publisher = {IEEE} }

2003

• Distributed Cooperation Modeling for Maintenance Using Petri Nets and Multi-Agents Systems
  International Symposium on Computational Intelligence in Robotics and Automation, CIRA'03 / Kobe Portopia Hotel, Kobe, Japan (Publisher : IEEE, 2003, Pages pages 366--371)
  Saint-Voirin, David | Lang, Christophe | Zerhouni, Noureddine
  
  bibtex@inproceedings{svlz03:ip, title = {Distributed Cooperation Modeling for Maintenance Using Petri Nets and Multi-Agents Systems}, author = {Saint-Voirin, David and Lang, Christophe and Zerhouni, Noureddine}, year = {2003}, address = {Kobe Portopia Hotel, Kobe, Japan}, booktitle = {International Symposium on Computational Intelligence in Robotics and Automation, CIRA'03}, month = {jul}, pages = {366--371}, publisher = {IEEE} }

2002

• Conception d'une base de données temps réels pour un système de production à partir du langage UML
  Actes des Journées d'Informatique pour l'Entreprise, JIEO1'02 / Université de Blida, Algeria (2002, Pages pages 233--241)
  Hariti, M. | Zerhouni, Noureddine | Hammad, Ahmed
  
  bibtex@inproceedings{hzh02:np, title = {Conception d'une base de donn\'{e}es temps r\'{e}els pour un syst\`{e}me de production \`{a} partir du langage UML}, author = {Hariti, M. and Zerhouni, Noureddine and Hammad, Ahmed}, year = {2002}, address = {Universit\'{e} de Blida, Algeria}, booktitle = {Actes des Journ\'{e}es d'Informatique pour l'Entreprise, JIEO1'02}, month = {mar}, pages = {233--241} }