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} }

2016

• 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} }
• 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} }

2015

• 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} }
• 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} }
• 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} }
• Accelerated stress test procedures for PEM fuel cells under actual load constraints: State-of-art and proposals
  International Journal of Hydrogen Energy (Volume 40, Issue (36), sep 2015, Pages :12489 - 12505)
  Petrone, Raffaele | Hissel, Daniel | Péra, Marie-Cécile | Chamagne, Didier | Gouriveau, Rafael
  
  doi | bibtex@article{52f91bc9-ae8f-44a5-bff4-ee61f1075148, title = {Accelerated stress test procedures for PEM fuel cells under actual load constraints: State-of-art and proposals}, author = {Petrone, Raffaele and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile and Chamagne, Didier and Gouriveau, Rafael}, year = {2015}, month = {sep}, number = {36}, pages = {12489 - 12505}, volume = {40}, doi = {10.1016/j.ijhydene.2015.07.026}, journal = {International Journal of Hydrogen Energy}, 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} }
• Remaining Useful Life Estimation by Classification of Predictions Based on a Neuro-Fuzzy System and Theory of Belief Functions.
  IEEE Transactions on Reliability (Volume 63, Issue (2), mar 2014, Pages :555-566)
  Ramasso, Emmanuel | Gouriveau, Rafael
  
  pdf | doi | bibtex@article{a4672aa3-edc6-412a-908f-5191902adff8, title = {Remaining Useful Life Estimation by Classification of Predictions Based on a Neuro-Fuzzy System and Theory of Belief Functions.}, author = {Ramasso, Emmanuel and Gouriveau, Rafael}, year = {2014}, month = {mar}, number = {2}, pages = {555-566}, url = {https://publiweb.femto-st.fr/tntnet/entries/7315/documents/author/data}, volume = {63}, doi = {10.1109/TR.2014.2315912}, journal = {IEEE Transactions on Reliability}, publisher = {IEEE} }
• Proton exchange membrane fuel cell degradation prediction based on Adaptive Neuro-Fuzzy Inference Systems
  International Journal of Hydrogen Energy (Volume 39, Issue (21), jul 2014, Pages :11128 - 11144)
  Silva Sanchez, Rosa Elvira | Gouriveau, Rafael | Jemei, Samir | Hissel, Daniel | Boulon, Loïc | Agbossou, Kodjo | Yousfi Steiner, Nadia
  
  pdf | doi | bibtex@article{554425c3-645a-436c-96c2-ae746bbff59f, title = {Proton exchange membrane fuel cell degradation prediction based on Adaptive Neuro-Fuzzy Inference Systems}, author = {Silva Sanchez, Rosa Elvira and Gouriveau, Rafael and Jemei, Samir and Hissel, Daniel and Boulon, Lo\"{\i}c and Agbossou, Kodjo and Yousfi Steiner, Nadia}, year = {2014}, month = {jul}, number = {21}, pages = {11128 - 11144}, url = {https://publiweb.femto-st.fr/tntnet/entries/7407/documents/author/data}, volume = {39}, doi = {10.1016/j.ijhydene.2014.05.005}, journal = {International Journal of Hydrogen Energy}, publisher = {Elsevier} }
• Proton Exchange Membrane Fuel Cell Operation and Degradation in Short-Circuit
  Fuel Cells (Volume 14, Issue (6), dec 2014, Pages :894 - 905)
  Silva Sanchez, Rosa Elvira | Harel, Fabien | Jemei, Samir | Gouriveau, Rafael | Hissel, Daniel | Boulon, Loïc | Agbossou, Kodjo
  
  pdf | doi | bibtex@article{12051012-d9fd-42da-9bdb-bd4a949c40a2, title = {Proton Exchange Membrane Fuel Cell Operation and Degradation in Short-Circuit}, author = {Silva Sanchez, Rosa Elvira and Harel, Fabien and Jemei, Samir and Gouriveau, Rafael and Hissel, Daniel and Boulon, Lo\"{\i}c and Agbossou, Kodjo}, year = {2014}, month = {dec}, number = {6}, pages = {894 - 905}, url = {https://publiweb.femto-st.fr/tntnet/entries/8783/documents/author/data}, volume = {14}, doi = {10.1002/fuce.201300216}, journal = {Fuel Cells}, publisher = {John Wiley and Sons} }
• Machine health condition prediction via online dynamic fuzzy neural networks.
  Engineering Applications of Artificial Intelligence (Volume 35, oct 2014, Pages :105-113)
  Pan, Yongping | Er, Meng Joo | Li, Xiang | Haoyong, Yu | Gouriveau, Rafael
  
  pdf | doi | bibtex@article{71cfe1c0-ac80-4468-8c42-aea7ba69d752, title = {Machine health condition prediction via online dynamic fuzzy neural networks.}, author = {Pan, Yongping and Er, Meng Joo and Li, Xiang and Haoyong, Yu and Gouriveau, Rafael}, year = {2014}, month = {oct}, pages = {105-113}, url = {https://publiweb.femto-st.fr/tntnet/entries/8801/documents/author/data}, volume = {35}, doi = {10.1016/j.engappai.2014.05.015}, journal = {Engineering Applications of Artificial Intelligence}, publisher = {Elsevier} }

2013

• 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} }
• 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} }

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} }

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} }

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} }
• Improving the prediction accuracy of recurrent neural network by a PID controller
  International Journal of Systems Applications, Engineering & Development (Volume 4, Issue (2), 2010, Pages :19 - 34)
  Zemouri, Ryad | Gouriveau, Rafael | Ciprian Patic, Paul
  
  pdf | bibtex@article{zemouri:hal-00544722, title = {Improving the prediction accuracy of recurrent neural network by a PID controller}, author = {Zemouri, Ryad and Gouriveau, Rafael and Ciprian Patic, Paul}, year = {2010}, number = {2}, pages = {19 - 34}, url = {https://publiweb.femto-st.fr/tntnet/entries/1328/documents/author/data}, volume = {4}, journal = {International Journal of Systems Applications, Engineering \& Development} }

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

2013

• Bearing condition prediction using enhanced online learning fuzzy neural networks.
  Re-engineering Manufacturing for Sustainability. (Publisher : Springer / University of Singapore., Editor : Andrew Y.C. Nee, Bin Song, Soh-Khim Ong, Volume , Issue , Edition : , Series , Chapter 29, apr 2013, Pages 175-182, )
  Pan, Yongping | Hu Xiangyu | Er, Meng Joo | Li, Xiang | Gouriveau, Rafael
  
  pdf | bibtex@incollection{8cf221be-b9ba-4468-9025-dcdf4f413735, title = {Bearing condition prediction using enhanced online learning fuzzy neural networks.}, author = {Pan, Yongping and Hu, Xiangyu and Er, Meng Joo and Li, Xiang and Gouriveau, Rafael}, year = {2013}, address = {University of Singapore.}, booktitle = {Re-engineering Manufacturing for Sustainability.}, chapter = {29}, editor = {Andrew Y.C. Nee, Bin Song, Soh-Khim Ong}, month = {apr}, pages = {175-182}, publisher = {Springer} }

2011

• Chapter 2 : Prognostics. Part : Industrial Prognostic - An Overview.
  Maintenance Modelling and Applications. (Publisher : World Scientific and Engineering Academy and Society (WSEAS) / , Editor : J. Andrews, CH. Bérenguer and L. Jackson, Volume , Issue , Edition : , Series , Chapter , 2011, Pages 10-30, )
  Gouriveau, Rafael | Medjaher, Kamal
  
  pdf | bibtex@incollection{gouriveau:hal-00632043, title = {Chapter 2 : Prognostics. Part : Industrial Prognostic - An Overview.}, author = {Gouriveau, Rafael and Medjaher, Kamal}, year = {2011}, booktitle = {Maintenance Modelling and Applications.}, editor = {J. Andrews, CH. B\'{e}renguer and L. Jackson}, pages = {10-30}, publisher = {World Scientific and Engineering Academy and Society (WSEAS)} }
• Prognostics. Part : Introduction.
  Maintenance Modelling and Applications. (Publisher : / , Editor : J. Andrews, CH. B{\'e}renguer and L. Jackson, Volume , Issue , Edition : , Series , Chapter , 2011, Pages 6-9, )
  Gouriveau, Rafael
  
  pdf | bibtex@incollection{gouriveau:hal-00632008, title = {Prognostics. Part : Introduction.}, author = {Gouriveau, Rafael}, year = {2011}, booktitle = {Maintenance Modelling and Applications.}, editor = {J. Andrews, CH. B{\'e}renguer and L. Jackson}, pages = {6-9} }

Category inproceedings

2017

• 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} }
• 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} }
• 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} }

2015

• Decision process to manage useful life of multi-stacks fuel cell systems under service constraint.
  6th International Conference Fundamentals and Development of Fuel Cells, FDFC'15. / Toulouse - France (2015, Pages pages OPR1-46 (8 pages))
  Herr, Nathalie | Nicod, Jean-marc | Varnier, Christophe | Jardin, Louise | Sorrentino, Antonella | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile
  
  pdf | bibtex@inproceedings{5862d28e-4a76-4dac-b20f-8a2aa678be6b, title = {Decision process to manage useful life of multi-stacks fuel cell systems under service constraint.}, author = {Herr, Nathalie and Nicod, Jean-Marc and Varnier, Christophe and Jardin, Louise and Sorrentino, Antonella and Gouriveau, Rafael and Hissel, Daniel and P\'{e}ra, Marie-C\'{e}cile }, year = {2015}, address = {Toulouse - France}, booktitle = {6th International Conference Fundamentals and Development of Fuel Cells, FDFC'15.}, month = {feb}, pages = {OPR1-46 (8 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/9767/documents/author/data} }
• 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} }
• Electrochemical noise as diagnostic tool for Proton Exchange Membrane (PEMFC).
  6th International Conference on Fundamentals and Development of Fuel Cells, FDFC'15. / Toulouse - France (2015, Pages pages OPR3-16 (5 pages))
  Adiutantov, N. | Denisov, E. | Evdokimov, Y. | Gouriveau, Rafael | Hissel, Daniel | Martemianov, S. | Pahon, Elodie | Thomas, Anthony
  
  pdf | bibtex@inproceedings{54a445ba-b0f2-4ce1-8fa7-6f748e60d8d7, title = {Electrochemical noise as diagnostic tool for Proton Exchange Membrane (PEMFC).}, author = {Adiutantov, N. and Denisov, E. and Evdokimov, Y. and Gouriveau, Rafael and Hissel, Daniel and Martemianov, S. and Pahon, Elodie and Thomas, Anthony}, year = {2015}, address = {Toulouse - France}, booktitle = {6th International Conference on Fundamentals and Development of Fuel Cells, FDFC'15.}, month = {feb}, pages = {OPR3-16 (5 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/9769/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} }
• 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} }

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} }
• 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} }
• 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} }

2013

• Bearing Condition Prediction Using Enhanced Online Learning Fuzzy Neural Networks.
  20th CIRP International Conference on Life Cycle Engineering (LCE 2013) (2013, Pages pages 1-7)
  Pan, Yongping | Hu, Xiangyu | Er, Meng Joo | Li, Xiang | Gouriveau, Rafael
  
  bibtex@inproceedings{a19ac1aa-c69e-43b5-9bf8-60a01b107a80, title = {Bearing Condition Prediction Using Enhanced Online Learning Fuzzy Neural Networks.}, author = {Pan, Yongping and Hu, Xiangyu and Er, Meng Joo and Li, Xiang and Gouriveau, Rafael}, year = {2013}, booktitle = {20th CIRP International Conference on Life Cycle Engineering (LCE 2013)}, month = {apr}, pages = {1-7} }
• Proton exchange membrane fuel cell operation and degradation in short-circuit.
  5th International Conference on Fundamentals & Development of Fuel Cells (FDFC 2013). (2013, Pages pages P060 (6 pages))
  Silva Sanchez, Rosa Elvira | Harel, Fabien | Jemei, Samir | Gouriveau, Rafael | Hissel, Daniel | Boulon, Loïc | Agbossou, Kodjo
  
  pdf | bibtex@inproceedings{cba1b669-1efd-4a89-ba3f-3d6138f6c0a9, title = {Proton exchange membrane fuel cell operation and degradation in short-circuit.}, author = {Silva, R.E. and Harel, Fabien and Jemei, Samir and Gouriveau, Rafael and Hissel, Daniel and Boulon, Lo\"{\i}c and Agbossou, Kodjo}, year = {2013}, booktitle = {5th International Conference on Fundamentals \& Development of Fuel Cells (FDFC 2013).}, month = {apr}, pages = {P060 (6 pages)}, url = {https://publiweb.femto-st.fr/tntnet/entries/5553/documents/author/data} }
• 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} }
• 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} }
• PHM of Fuel Cell Systems – A state of the art
  in IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, Wien, Austria / Vienna, Austria (2013)
  Gouriveau, Rafael | Hissel, Daniel
  
  pdf | bibtex@inproceedings{aa72db3f-cd24-4681-a61e-1132e62408d7, title = {PHM of Fuel Cell Systems – A state of the art}, author = {Gouriveau, Rafael and Hissel, Daniel}, year = {2013}, address = {Vienna, Austria}, booktitle = {in IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, Wien, Austria}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/5763/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} }
• PHM of fuel cell systems
  invited by the IEEE Section Saint-Maurice à l'Université du Québec à Trois-Rivières (Canada) (2013)
  Hissel, Daniel | Gouriveau, Rafael
  
  bibtex@inproceedings{420cd270-693b-494d-995f-fe11c88f8fc8, title = {PHM of fuel cell systems}, author = {Hissel, Daniel and Gouriveau, Rafael}, year = {2013}, booktitle = {invited by the IEEE Section Saint-Maurice \`{a} l'Universit\'{e} du Qu\'{e}bec \`{a} Trois-Rivi\`{e}res (Canada)}, month = {apr} }
• Prognostic, Diagnostic & Health Management of Fuel Cells – A state of the art
  (2013)
  Hissel, Daniel | Gouriveau, Rafael
  
  bibtex@inproceedings{743f7c77-b370-4259-88d5-a16fcd852569, title = {Prognostic, Diagnostic \& Health Management of Fuel Cells – A state of the art}, author = {Hissel, Daniel and Gouriveau, Rafael}, year = {2013} }

2012

• 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} }
• 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} }
• PHM of Fuel Cell Systems
  in International Conference on Prognostics and Health Management, Denver, Colorado / Denver, Colorado, United States (2012)
  Gouriveau, Rafael | Hissel, Daniel
  
  pdf | bibtex@inproceedings{dde48afe-87ed-4e01-a06f-ea4de8a7673f, title = {PHM of Fuel Cell Systems}, author = {Gouriveau, Rafael and Hissel, Daniel}, year = {2012}, address = {Denver, Colorado, United States}, booktitle = {in International Conference on Prognostics and Health Management, Denver, Colorado }, month = {jun}, url = {https://publiweb.femto-st.fr/tntnet/entries/6349/documents/author/data}, organization = {IEEE} }

2011

• 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} }
• 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} }

2010

• Forecasting of renewable energy balance on Medium Term.
  Large Scale Systems, Theory and Applications, LSS'10. / Villeneuve d'Ascq, France (Volume 1, 2010, Pages pages 1-6)
  Dragomir, Otilia Elena | Dragomir, Florin | Gouriveau, Rafael | Minca, Eugénia
  
  pdf | bibtex@inproceedings{dragomir:hal-00544703, title = {Forecasting of renewable energy balance on Medium Term.}, author = {Dragomir, Otilia, Elena and Dragomir, Florin and Gouriveau, Rafael and Minca, Eug\'{e}nia}, year = {2010}, address = {Villeneuve d'Ascq, France}, booktitle = {Large Scale Systems, Theory and Applications, LSS'10.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1341/documents/author/data}, volume = {1} }
• Medium term load forecasting using ANFIS predictor.
  MED'10 / Marrakech, Maroc (Volume 1, 2010, Pages pages 551-556)
  Dragomir, Otilia Elena | Dragomir, Florin | Gouriveau, Rafael | Minca, Eugénia
  
  pdf | bibtex@inproceedings{dragomir:hal-00544696, title = {Medium term load forecasting using ANFIS predictor.}, author = {Dragomir, Otilia, Elena and Dragomir, Florin and Gouriveau, Rafael and Minca, Eug\'{e}nia}, year = {2010}, address = {Marrakech, Maroc}, booktitle = {MED'10}, pages = {551-556}, url = {https://publiweb.femto-st.fr/tntnet/entries/1342/documents/author/data}, volume = {1} }
• 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} }
• From real data to remaining useful life estimation : an approach combining neuro-fuzzy predictions and evidential Markovian classifications.
  38th ESReDA Seminar Advanced Maintenance Modelling. / Pecs, Hongrie (Issue CD ROM, 2010, Pages pages 13 pages)
  Gouriveau, Rafael | Ramasso, Emmanuel
  
  pdf | bibtex@inproceedings{gouriveau:hal-00494988, title = {From real data to remaining useful life estimation : an approach combining neuro-fuzzy predictions and evidential Markovian classifications.}, author = {Gouriveau, Rafael and Ramasso, Emmanuel}, year = {2010}, address = {Pecs, Hongrie}, booktitle = {38th ESReDA Seminar Advanced Maintenance Modelling.}, number = {CD ROM}, pages = {13 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1348/documents/author/data} }
• An exTS based Neuro-Fuzzy algorithm for prognostics and tool condition monitoring.
  11th International Conference on Control, Automation, Robotics and VIsion, ICARCV'10. / Singapour, Singapour (Volume sur CD ROM, 2010, Pages pages 1-6)
  Massol, Olivier | Li, Xiang | Gouriveau, Rafael | Zhou, Junhong | Peen Gan, Oon
  
  pdf | bibtex@inproceedings{massol:hal-00546382, title = {An exTS based Neuro-Fuzzy algorithm for prognostics and tool condition monitoring.}, author = {Massol, Olivier and Li, Xiang and Gouriveau, Rafael and Zhou, Junhong and Peen Gan, Oon}, year = {2010}, address = {Singapour, Singapour}, booktitle = {11th International Conference on Control, Automation, Robotics and VIsion, ICARCV'10.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1357/documents/author/data}, volume = {sur CD ROM} }
• Prognostics in switching systems: Evidential markovian classification of real-time neuro-fuzzy predictions.
  IEEE Prognostics & Systems Health Management Conference, PHM'2010. / Macau, Chine (Volume CD ROM, 2010, Pages pages 9 pages)
  Ramasso, Emmanuel | Gouriveau, Rafael
  
  pdf | bibtex@inproceedings{ramasso:hal-00459310, title = {Prognostics in switching systems: Evidential markovian classification of real-time neuro-fuzzy predictions.}, author = {Ramasso, Emmanuel and Gouriveau, Rafael}, year = {2010}, address = {Macau, Chine}, booktitle = {IEEE Prognostics \& Systems Health Management Conference, PHM'2010.}, editor = {IEEE Macau}, pages = {9 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1372/documents/author/data}, volume = {CD ROM} }
• Towards accurate and reproducible predictions for prognostic : an approach combining a RRBF Network and an AutoRegressive Model.
  Advanced Maintenance Engineering, Services and Technology, A-MEST'10. / Lisbonne, Portugal (Volume sur CD ROM, 2010, Pages pages 163-168)
  Zemouri, Ryad | Gouriveau, Rafael
  
  pdf | bibtex@inproceedings{zemouri:hal-00503906, title = {Towards accurate and reproducible predictions for prognostic : an approach combining a RRBF Network and an AutoRegressive Model.}, author = {Zemouri, Ryad and Gouriveau, Rafael}, year = {2010}, address = {Lisbonne, Portugal}, booktitle = {Advanced Maintenance Engineering, Services and Technology, A-MEST'10.}, editor = {IFAC}, pages = {163-168}, url = {https://publiweb.femto-st.fr/tntnet/entries/1376/documents/author/data}, volume = {sur CD ROM} }