journal article·2022-06

Development of an image analysis code for hydrided Zircaloy using Dijkstra's algorithm and sensitivity analysis of radial hydride continuous path

Donguk Kim, Dongyeon Kim, Dahyeon Woo, Youho Lee

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Abstract

PROPHET, a software that conducts an image analysis of hydrided Zircaloy for Radial Hydride Fraction (RHF) and Radial Hydride Continuous Path (RHCP) evaluation using Dijkstra`s algorithm was developed. Enabling autonomous image quality adjustment capability, and user-defined noise and hydride detection sensitivity control options, PROPHET instrumentally ensures limited sensitivity to potential variation in quality of the Optical Image (OM) and post-characterization of hydrided Zircaloy. Sensitivity analyses were conducted for magnification and resolution of OM, input fracture toughness, and employed algorithms. x200 and 0.8M (i.e., 1024 × 774 ) were recommended for magnification and image resolution, respectively. Fracture toughness ratio of 1:50 for hydride to Zr-matrix was confirmed to be a sound choice and RHCP exhibits limited sensitivity to fracture toughness around fracture toughness ratio input of 1:50. Algorithm has a large effect on RHCP. Dijkstra`s algorithm exhibits unmatched fidelity to identifying the least-resistant path (hence maximum RHCP). RHCP and RHF exhibit notable varations along the angular positions of a homogenously distributed hydrides on the surface of a tubular Zircaloy. The uncertainties of RHCP and RHF due to spatial hydride distributions call for (1) multiple image analysis for a statistically reliable RHCP evaluation or (2) low magnification but ultrahigh resolution OM to capture the significant fraction, if not all, of the entire cladding surface of interest. RHCP successfully correlates strain energy density of hydrided Zircaloy with limited accuracy. Introduction of a kernel function which instrumentally adjusts the importance of one or more factors that affect the mechanical behavior of hydrided Zirclaoy (i.e., hydrogen amount or RHF) may complement the accuracy of prediction.
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Research context

OpenAlex topics: Nuclear Materials and Properties · Nuclear reactor physics and engineering · Fatigue and fracture mechanics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (27)

Show source-provided references
1. Hydrogen in zirconium alloys: a review10.1016/j.jnucmat.2019.02.042 ↗
2. A review on hydride precipitation in zirconium alloys10.1016/j.jnucmat.2015.07.014 ↗
3. Hydrogen embrittlement of metals10.1016/0025-5416(72)90109-7 ↗
4. Hydride precipitates in zirconium alloys (A review)10.1016/0022-3115(68)90021-4 ↗
5. Current status of materials development of nuclear fuel cladding tubes for light water reactors10.1016/j.nucengdes.2017.02.031 ↗
6. Hydride formation in zirconium alloys10.1007/s11837-012-0479-x ↗
7. Hydride reorientation and its impact on ambient temperature mechanical properties of high burn-up irradiated and unirradiated recrystallized Zircaloy-2 nuclear fuel cladding with an inner liner10.1016/j.jnucmat.2017.07.022 ↗
8. Hydride reorientation in Zircaloy-4 cladding10.1016/j.jnucmat.2007.06.012 ↗
9. Hydride-induced degradation of hoop ductility in textured zirconium-alloy tubes: a theoretical analysis10.1016/j.actamat.2012.06.003 ↗
10. Atomic-scale Ab-initio study of the Zr-H system: I. Bulk properties10.1016/S1359-6454(02)00173-8 ↗
11. Structure and thermodynamic properties of zirconium hydrides by structure search method and first principles calculations10.1016/j.commatsci.2018.03.066 ↗
12. An elastoplastic phase-field model for the evolution of hydride precipitation in zirconium. Part I: Smooth specimen10.1016/j.jnucmat.2008.05.008 ↗
13. The influence of stress state on the reorientation of hydrides in a zirconium alloy10.1016/j.jnucmat.2016.05.013 ↗
14. Ductile-to-brittle transition temperature for high-burnup cladding alloys exposed to simulated drying-storage conditions10.1016/j.jnucmat.2012.10.002 ↗
15. Effect of radial hydride on delayed hydride cracking behaviour of Zr-2.5Nb pressure tube material10.1016/j.jnucmat.2020.152457 ↗
16. Effect of radial hydride fraction on fracture toughness of CWSR Zr-2.5%Nb pressure tube material between ambient and 300 °C temperatures10.1016/j.jnucmat.2018.06.003 ↗
17. Quantifying the effect of hydride microstructure on zirconium alloys embrittlement using image analysis10.1016/j.jnucmat.2021.152817 ↗
18. Crack growth in the through-thickness direction of hydrided thin-wall Zircaloy sheet10.1016/j.jnucmat.2011.09.005 ↗
19. P.A. Raynaud, D.A. Koss, A.T. Motta, K.S. Chan, Fracture Toughness of Hydrided Zircaloy-4 Sheet under through-Thickness Crack Growth Conditions, in: B. Kammenzind, M. Limbäck (eds.), ASTM International, West Conshohocken, PA, 2009, pp. 163-178, doi:10.1520/STP48135S. https://www.astm.org/DIGITAL_LIBRARY/STP/PAGES/STP48135S.htm10.1520/JAI101183 ↗
20. Crack resistance curves determination of tube cladding material10.1016/j.jnucmat.2006.02.045 ↗
21. Degradation of the mechanical properties of Zircaloy-4 due to hydrogen embrittlement10.1016/S0925-8388(01)01576-6 ↗
22. Fracture-toughness of zirconium hydride and its influence on the crack resistance of zirconium alloys10.1016/0022-3115(79)90567-1 ↗
23. A note on two problems in connexion with graphs10.1007/BF01386390 ↗
24. The inclined crack under biaxial load10.1016/0013-7944(78)90049-8 ↗
25. Slightly curved or kinked cracks10.1007/BF00012619 ↗
26. Effects of hydride morphology on the embrittlement of Zircaloy-4 cladding10.1016/j.jnucmat.2014.09.025 ↗
27. Multi-axial stresses analysis of hydride reorientation in Zr-Nb alloy cladding tubes