selected publications

• academic article

  • An end-to-end fault diagnostics method based on convolutional neural network for rotating machinery with multiple case studies.  Journal of Intelligent Manufacturing.  33:809-830. 2020
  • A Multistage Deep Transfer Learning Method for Machinery Fault Diagnostics Across Diverse Working Conditions and Devices.  IEEE Access.  8:80879-80898. 2020
  • A model-based prognostics method for fatigue crack growth in fuselage panels.  Chinese Journal of Aeronautics.  32:396-408. 2019
  • Predictive airframe maintenance strategies using model-based prognostics.  Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability.  232:690-709. 2018
  • Noise-dependent ranking of prognostics algorithms based on discrepancy without true damage information.  Reliability Engineering & System Safety.  184:86-100. 2017
  • A cost driven predictive maintenance policy for structural airframe maintenance.  Chinese Journal of Aeronautics.  30:1242-1257. 2017
  • Determination of Paris' law constants and crack length evolution via Extended and Unscented Kalman filter: An application to aircraft fuselage panels.  Mechanical Systems and Signal Processing.  80:262-281. 2016

• conference paper

  • Approches probabilistes pour la maintenance prédictive de panneaux de fuselage aéronautiques.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Comparing structural airframe maintenance strategies based on probabilistic estimates of the remaining useful service life.  HAL (Le Centre pour la Communication Scientifique Directe). 2015
  • Scheduled and SHM Structural Airframe Maintenance Applications Using a New Probabilistic Model.  HAL (Le Centre pour la Communication Scientifique Directe). 2014