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Model-based source optimisation for eddy-current thermography in planar specimens using meta-modelling

Roberto Miorelli 1 Anastasios Skarlatos 2 Christophe Reboud 3 Almpion Ratsakou 4 Dominique Lesselier 5
1 DISC - Département Imagerie et Simulation pour le Contrôle
2 CEA - Commissariat à l'énergie atomique et aux énergies alternatives
3 Embedded Computing Laboratory [Gif-sur-Yvette]
4 LSME - Laboratoire de Simulation et de Modélisation Électromagnetique
DISC - Département Imagerie et Simulation pour le Contrôle : DRT/LIST/DISC
5 L2S - Laboratoire des signaux et systèmes
Abstract : The design and optimisation of the eddy current source (coil and current signal) in induction thermography applications is not a trivial task due to the increased number of tuning parameters and the multi-physics nature of the problem. Numerical simulation can be a valuable aid for revealing the parameters with the highest impact to the inspection performance and consequently optimizing the excitation configuration. However, consideration of all possible parameters combinations can lead to excessive computational times. To overcome this problem, meta-modelling approaches in conjunction with sophisticated interpolators can be used, which allow nearly real-time evaluations in the optimization process. In this work, the optimisation problem for a two-dimensional inspection scenario will be presented together with the corresponding sensitivity study of the most influential parameters be resorting to a meta-modelling strategy
Keywords : eddy currents optimization delamination nondestructive testing sensitivity analysis kernel-based methods.
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Conference papers
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https://hal-centralesupelec.archives-ouvertes.fr/hal-02074981
Contributor : Dominique Lesselier <>
Submitted on : Thursday, March 21, 2019 - 10:00:14 AM
Last modification on : Tuesday, July 20, 2021 - 3:04:53 AM

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  • HAL Id : hal-02074981, version 1

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CENTRALESUPELEC | SUP_LSS | SUP_SIGNAUX | CNRS | INSMI | TDS-MACS | CEA | CEA-UPSAY | DRT | LIST | GS-COMPUTER-SCIENCE | GS-ENGINEERING

Citation

Roberto Miorelli, Anastasios Skarlatos, Christophe Reboud, Almpion Ratsakou, Dominique Lesselier. Model-based source optimisation for eddy-current thermography in planar specimens using meta-modelling. 22nd International Conference on the Computation of Electromagnetic Fields, International Compumag Society, Jul 2019, Paris, France. pp.ID-790. ⟨hal-02074981⟩

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