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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.


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  • 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〉