Noureddine Zerhouni

Overview

Best Publications

• PRONOSTIA : An experimental platform for bearings accelerated degradation tests.

  Patrick Nectoux;Rafael Gouriveau;Kamal Medjaher;Emmanuel Ramasso

  822
  Citations

• Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression

  Abdenour Soualhi;Kamal Medjaher;Noureddine Zerhouni

  694
  Citations

• A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models

  D. A. Tobon-Mejia;K. Medjaher;N. Zerhouni;G. Tripot

  441
  Citations

• Health assessment and life prediction of cutting tools based on support vector regression

  T. Benkedjouh;K. Medjaher;N. Zerhouni;S. Rechak

  427
  Citations

• Direct Remaining Useful Life Estimation Based on Support Vector Regression

  Racha Khelif;Brigitte Chebel-Morello;Simon Malinowski;Emna Laajili

  420
  Citations

• Remaining useful life estimation based on nonlinear feature reduction and support vector regression

  Tarak Benkedjouh;Kamal Medjaher;Noureddine Zerhouni;Saïd Rechak

  379
  Citations

• Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction

  A. Mosallam;K. Medjaher;N. Zerhouni

  365
  Citations

• Particle filter-based prognostics: Review, discussion and perspectives

  Marine Jouin;Rafael Gouriveau;Daniel Hissel;Marie-Cécile Péra

  365
  Citations

• Remaining Useful Life Estimation of Critical Components With Application to Bearings

  K. Medjaher;D. A. Tobon-Mejia;N. Zerhouni

  363
  Citations

• Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics.

  Kamran Javed;Rafael Gouriveau;Noureddine Zerhouni;Patrick Nectoux

  361
  Citations

• Degradations analysis and aging modeling for health assessment and prognostics of PEMFC

  Marine Jouin;Rafael Gouriveau;Daniel Hissel;Marie-Cécile Péra

  342
  Citations

• Prognostics of PEM fuel cell in a particle filtering framework

  Marine Jouin;Rafael Gouriveau;Daniel Hissel;Marie-Cécile Péra

  320
  Citations

• CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks

  Diego Tobon-Mejia;Diego Tobon-Mejia;Kamal Medjaher;Noureddine Zerhouni

  268
  Citations

• Review on health-conscious energy management strategies for fuel cell hybrid electric vehicles: Degradation models and strategies

  Meiling Yue;Samir Jemei;Rafael Gouriveau;Noureddine Zerhouni

  255
  Citations

• Prognostics and health management for maintenance practitioners - Review, implementation and tools evaluation

  Vepa Atamuradov;Kamal Medjaher;Pierre Dersin;Benjamin Lamoureux

  240
  Citations

• Prognostics and Health Management of PEMFC – State of the art and remaining challenges

  Marine Jouin;Rafael Gouriveau;Daniel Hissel;Marie-Cécile Péra

  240
  Citations

• State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels

  Kamran Javed;Rafael Gouriveau;Noureddine Zerhouni

  224
  Citations

• A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering

  Kamran Javed;Rafael Gouriveau;Noureddine Zerhouni

  205
  Citations

• A CNN-based methodology for breast cancer diagnosis using thermal images

  Juan Zuluaga-Gomez;Zeina Al Masry;Khaled Benaggoune;Safa Meraghni

  200
  Citations

• Deep Learning in the Biomedical Applications: Recent and Future Status

  Ryad Zemouri;Noureddine Zerhouni;Daniel Racoceanu

  186
  Citations

• Review of prognostic problem in condition-based maintenance

  Otilia Elena Dragomir;Rafael Gouriveau;Florin Dragomir;Eugenia Minca

  170
  Citations

• Recurrent radial basis function network for time-series prediction

  Ryad Zemouri;Daniel Racoceanu;Noureddine Zerhouni

  164
  Citations