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An investigation of radial basis function method for strain reconstruction by energy-resolved neutron imaging

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posted on 2025-05-09, 01:37 authored by Riya Aggarwal, Bishnu LamichhaneBishnu Lamichhane, Michael MeylanMichael Meylan, Christopher WensrichChristopher Wensrich
The main objective of the current work is to determine meshless methods using the radial basis function (rbf) approach to estimate the elastic strain field from energy-resolved neutron imaging. To this end, we first discretize the longitudinal ray transformation with rbf methods to give us an unconstrained optimization problem. This discretization is then transformed into a constrained optimization problem by adding equilibrium conditions to ensure uniqueness. The efficiency and accuracy of this approach are investigated for the situation of 2d plane stress. In addition, comparisons are made between the results obtained with rbf collocation, finite-element (fem) and analytical solution methods for test problems. The method is then applied to experimentally measured continuous and discontinuous strain fields using steel samples for an offset ring-and-plug and crushed ring, respectively.

Funding

ARC

DP170102324

History

Journal title

Applied Sciences

Volume

11

Issue

1

Article number

391

Publisher

MDPI AG

Language

  • en, English

College/Research Centre

Faculty of Science

School

School of Mathematical and Physical Sciences

Rights statement

© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).