Rafael Gouriveau

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 5

Top Topics

Fuzzy Clustering

Belief Functions

Health Monitoring

Top Venues

IEEE Trans. Reliab.

IEEE Trans. Cybern.

Math. Comput. Simul.

Publications

Kamran Javed, Rafael Gouriveau, Xiang Li, Noureddine Zerhouni
Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model. J. Intell. Manuf. 29 (8) (2018)
Simon Morando, Samir Jemei, Daniel Hissel, Rafael Gouriveau, Noureddine Zerhouni
ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network. Math. Comput. Simul. 131 (2017)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning. CoDIT (2016)
Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-Cécile Péra, Noureddine Zerhouni
Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation. IEEE Trans. Reliab. 65 (1) (2016)
Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-Cécile Péra, Noureddine Zerhouni
Degradations analysis and aging modeling for health assessment and prognostics of PEMFC. Reliab. Eng. Syst. Saf. 148 (2016)
Elodie Lechartier, Rafael Gouriveau, Marie-Cécile Péra, Daniel Hissel, Noureddine Zerhouni
Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics. ICPHM (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering. IEEE Trans. Cybern. 45 (12) (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Patrick Nectoux
Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics. IEEE Trans. Ind. Electron. 62 (1) (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life. ICIT (2015)
Yongping Pan, Meng Joo Er, Xiang Li, Haoyong Yu, Rafael Gouriveau
Machine health condition prediction via online dynamic fuzzy neural networks. Eng. Appl. Artif. Intell. 35 (2014)
Emmanuel Ramasso, Rafael Gouriveau
Remaining Useful Life Estimation by Classification of Predictions Based on a Neuro-Fuzzy System and Theory of Belief Functions. IEEE Trans. Reliab. 63 (2) (2014)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization. Neurocomputing 123 (2014)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
Novel failure prognostics approach with dynamic thresholds for machine degradation. IECON (2013)
Simon Morando, Samir Jemei, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
Fuel Cells prognostics using echo state network. IECON (2013)
Rafael Gouriveau, Noureddine Zerhouni
Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics. IEEE Trans. Reliab. 61 (4) (2012)
Mohamed El-Koujok, Rafael Gouriveau, Noureddine Zerhouni
Reducing arbitrary choices in model building for prognostics: An approach by applying parsimony principle on an evolving neuro-fuzzy system. Microelectron. Reliab. 51 (2) (2011)
Ryad A. Zemouri, Rafael Gouriveau, Noureddine Zerhouni
Defining and applying prediction performance metrics on a recurrent NARX time series model. Neurocomputing 73 (13-15) (2010)
Olivier Massol, Xiang Li, Rafael Gouriveau, Junhong Zhou, Oon Peen Gan
An exTS based neuro-fuzzy algorithm for prognostics and tool condition monitoring. ICARCV (2010)
Otilia Elena Dragomir, Rafael Gouriveau, Florin Dragomir, Eugenia Minca, Noureddine Zerhouni
Review of prognostic problem in condition-based maintenance. ECC (2009)
Rafael Gouriveau, Daniel Noyes
Risk management - dependability tools and case-based reasoning integration using the object formalism. Comput. Ind. 55 (3) (2004)