Number of documents


William Fauriat, Post-Doc at CentraleSupelec in Prognostics and Health Management (PHM) and Predictive Maintenance (PM)

I am a post-doc at the LGI (Laboratoire Génie Industriel) at CentraleSupélec, Université Paris-Saclay, since April 2018.
I am part of an industrial Chair with EDF (Electricité de France): System Science and the Energy Chanllenge (SSEC).

Since 2016, I hold a PhD in Mechanical Engineering from Université Clermont-Ferrand, acquired in the framework of a CIFRE with Renault (industrial partner) and IFMA (French Institute for Advanced Mechanics, today known as SIGMA Clermont-Ferrand).

I worked for more than 4 years in the automotive industry, at Renault and PSA Peugeot-Citroen, in research and development. My current focus is on Prognostics and Health Management (PHM) and Predictive Maintenance (PM) and it implies methods from probability theory, data science and machine learning.

I have experience in stochastics modeling and uncertainty quantification, statistics, reliability analysis of systems and numerical assesement of reliability, fatigue failures, multi-body dynamics,signal processing, inverse problems, surrogate models.

Journal articles4 documents

Conference papers2 documents

  • William Fauriat, Enrico Zio. Value of information from condition inspection for a gamma degradation process. PHM Paris, May 2019, Paris, France. ⟨hal-02164503⟩
  • William Fauriat, Enrico Zio. An importance measure to assess the value of a component inspection policy. 3rd International Conference on System Reliability and Safety, Nov 2018, Barcelone, Spain. ⟨hal-02056111⟩

Theses1 document

  • William Fauriat. Stochastic modeling of road-induced loads for reliability assessment of chassis and vehicle components through simulation. Other. Université Blaise Pascal - Clermont-Ferrand II, 2016. English. ⟨NNT : 2016CLF22689⟩. ⟨tel-01386533⟩