<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>An effective and accurate methodology is developed to create an inverse surrogate model for the mass reduction analysis of the rod in the rod bundle inserted in the crossflow. The performance of two surrogate modelling approaches has been evaluated. These models are the Response Surface Method and Legendre polynomial approximations. The relationship between dominant frequencies, support stiffness and rod mass derived from Computational Fluid Dynamics simulations is used as input data for approximations. The selection of sample points is implemented with a new type of orthogonal design. The results have shown that the proposed methodology can reliably replace the finite volume model and drastically reduce computational time.</p>
</abstract>

An effective and accurate methodology is developed to create an inverse surrogate model for the mass reduction analysis of the rod in the rod bundle inserted in the crossflow. The performance of two surrogate modelling approaches has been evaluated. These models are the Response Surface Method and Legendre polynomial approximations. The relationship between dominant frequencies, support stiffness and rod mass derived from Computational Fluid Dynamics simulations is used as input data for approximations. The selection of sample points is implemented with a new type of orthogonal design. The results have shown that the proposed methodology can reliably replace the finite volume model and drastically reduce computational time.

Damage Detection of the Rod in the Crossflow Using Surrogate-Based Modelling

Latvian Journal of Physics and Technical Sciences

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Damage Detection of the Rod in the Crossflow Using Surrogate-Based Modelling"}

An effective and accurate methodology is developed to create an inverse surrogate model for the mass reduction analysis of the rod in the rod bundle inserted...

Damage Detection of the Rod in the Crossflow Using Surrogate-Based Modelling

Data publikacji: 08 paź 2021

Zakres stron: 50 - 62

DOI: https://doi.org/10.2478/lpts-2021-0039

Słowa kluczowe
CFD, inverse model, rod bundle, surrogate model

© 2021 S. Upnere et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Damage Detection of the Rod in the Crossflow Using Surrogate-Based Modelling

Data publikacji: 08 paź 2021

Zakres stron: 50 - 62

DOI: https://doi.org/10.2478/lpts-2021-0039

Słowa kluczoweCFD, inverse model, rod bundle, surrogate model

© 2021 S. Upnere et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Słowa kluczowe
CFD, inverse model, rod bundle, surrogate model