Post-Doctoral Research Visit F/M Robust optimisation methods for sparse-sensor placement for fault detection in vibrating mechanical structures

Contexte et atouts du poste

Environment

The work will be conducted in the Platon team, a joint research group between Ecole Polytechnique and CNRS, hosted by the Center for Applied Mathematics (CMAP) of Ecole Polytechnique. The Platon project-team focuses on developing innovative methods and algorithms for uncertainty management in numerical models, including advanced calibration strategies from data (observations, measurements, other model predictions) and uncertainty reduction. The work of the postdoc will be supervised by E. Denimal Goy (CR Inria) and P. M. Congedo (DR Inria), both experts in uncertainty quantification methods. The project is funded by French research agency (ANR JCJC MeMoRa).

Scientific context

Monitoring operating mechanical structures, in particular for energy production, is critical to ensure their integrity. Using vibration measures from a few sensors, the objective is to detect, localise and q...