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Rafael Gouriveau

photo_Rafael

AS2M
Group : PHM
ENSMM

Associate Professor HDR

Rafael Gouriveau received his engineer degree from National Engineering School of Tarbes (ENIT) in 1999. He then got his MS (2000) and his Ph.D. in Industrial Systems in 2003, both from the Toulouse National Polytechnic Institute (INPT). During his PhD, he worked in the field of risk management and dependability analysis. In September 2005, he joined the National Engineering Institute in Mechanics and Microtechnologies (ENSMM) as Associate Professor. In June 2015, he received the french HDR (habilitation to direct research) diploma from the University of Franche-Comté. His main teaching activities are concerned with production, maintenance and manufacturing. As for investigation, Rafael Gouriveau is with the AS2M (Automatic Control and Micro-Mechatronic Systems) department of FEMTO-ST Institute. His research interests mainly concern the development of Prognostics and Health Management (PHM) solutions. He is also the scientific coordinator of PHM research axe from the FCLAB (Fuel Cell Lab) Research Federation (CNRS), devoted to Fuel Cell Systems.

PhD position : EN-Thesis-Gouriveau-2016.pdf (pdf, 131 Ko)

You can find here my publication list. If you want to obtain a copy of one of them and you can not obtain it otherwise, please contact me

Publication list :

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
  • 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
  • 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
  • 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
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
  • 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
  • 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
  • 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
  • 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
  • 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
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
  • 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
  • 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
  • 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
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
  • 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
  • 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
  • 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
  • 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
  • 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
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
  • 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
  • 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
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
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
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
  • 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
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
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
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
  • 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
Category inproceedings
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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
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
  • 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
  • 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
  • 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
  • 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
  • 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
  • PEMFC aging modeling for prognostics and health assessment.
    9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2015 / PARIS (Volume 48, Issue 21, 2015, Pages pages 790 - 795)
    Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
    pdf | doi | bibtex
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) (2014, Pages pages 652 - 657)
    Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
    pdf | bibtex
  • 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
  • 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
  • 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
  • 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. (2014, Pages pages (6 pages))
    Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
    pdf | doi | bibtex
  • Fuel Cells Remaining Useful Lifetime forecasting using Echo State Network
    Vehicle Power and Propulsion Conference (VPPC 2014) (2014, Pages pages (6 pages))
    Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
    doi | bibtex
  • Static and dynamic modeling of a PEMFC for prognostics purpose
    Vehicle Power and Propulsion Conference (VPPC'14) (2014, Pages pages IS1-4 (5 pages))
    Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
    pdf | doi | bibtex
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
  • 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
  • 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
  • Fuel Cells prognostics using Echo State Network
    Proceedings of the IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society (2013, Pages pages 1630 - 1635)
    Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
    pdf | bibtex
  • PHM of Fuel Cell Systems – A state of the art
    in IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society, Wien, Austria (2013)
    Gouriveau, Rafael | Hissel, Daniel
    pdf | bibtex
  • Novel failure prognostics approach with dynamic thresholds for machine degradation.
    39th Annual Conference of the IEEE Industrial Electronics Society, IECON'13. (2013, Pages pages 4402-4407)
    Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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
  • Prognostic, Diagnostic & Health Management of Fuel Cells – A state of the art
    (2013)
    Hissel, Daniel | Gouriveau, Rafael
    bibtex
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
  • 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
  • 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
  • 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
  • PHM of Fuel Cell Systems
    in International Conference on Prognostics and Health Management, Denver, Colorado (2012)
    Gouriveau, Rafael | Hissel, Daniel
    pdf | bibtex
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
  • 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
  • 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
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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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