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Hyde JM, DaCosta G, Hatzoglou C, Weekes H, Radiguet B, Styman PD, Vurpillot F, Pareige C, Etienne A, Bonny G, Castin N, Malerba L, Pareige P. Analysis of Radiation Damage in Light Water Reactors: Comparison of Cluster Analysis Methods for the Analysis of Atom Probe Data. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2017; 23:366-375. [PMID: 28132662 DOI: 10.1017/s1431927616012678] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Irradiation of reactor pressure vessel (RPV) steels causes the formation of nanoscale microstructural features (termed radiation damage), which affect the mechanical properties of the vessel. A key tool for characterizing these nanoscale features is atom probe tomography (APT), due to its high spatial resolution and the ability to identify different chemical species in three dimensions. Microstructural observations using APT can underpin development of a mechanistic understanding of defect formation. However, with atom probe analyses there are currently multiple methods for analyzing the data. This can result in inconsistencies between results obtained from different researchers and unnecessary scatter when combining data from multiple sources. This makes interpretation of results more complex and calibration of radiation damage models challenging. In this work simulations of a range of different microstructures are used to directly compare different cluster analysis algorithms and identify their strengths and weaknesses.
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Affiliation(s)
- Jonathan M Hyde
- 1National Nuclear Laboratory,Culham Science Centre,Building D5,Abingdon,Oxfordshire OX14 3DB,UK
| | - Gérald DaCosta
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Constantinos Hatzoglou
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Hannah Weekes
- 1National Nuclear Laboratory,Culham Science Centre,Building D5,Abingdon,Oxfordshire OX14 3DB,UK
| | - Bertrand Radiguet
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Paul D Styman
- 1National Nuclear Laboratory,Culham Science Centre,Building D5,Abingdon,Oxfordshire OX14 3DB,UK
| | - Francois Vurpillot
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Cristelle Pareige
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Auriane Etienne
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
| | - Giovanni Bonny
- 4Studiecentrum voor Kernenergie-Centre d'Etudes de l'Energie Nucléaire (SCK-CEN),Institute of Nuclear Materials Science,Expert Group of Structural Materials,Boeretang 200,B-2400 Mol,Belgium
| | - Nicolas Castin
- 4Studiecentrum voor Kernenergie-Centre d'Etudes de l'Energie Nucléaire (SCK-CEN),Institute of Nuclear Materials Science,Expert Group of Structural Materials,Boeretang 200,B-2400 Mol,Belgium
| | - Lorenzo Malerba
- 4Studiecentrum voor Kernenergie-Centre d'Etudes de l'Energie Nucléaire (SCK-CEN),Institute of Nuclear Materials Science,Expert Group of Structural Materials,Boeretang 200,B-2400 Mol,Belgium
| | - Philippe Pareige
- 3UNIROUEN,INSA Rouen,CNRS,Groupe de Physique des Matériaux,Normandie Université,76000 Rouen,France
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Wang Z, Fang X, Li H, Liu W. Atom Probe Tomographic Characterization of Nanoscale Cu-Rich Precipitates in 17-4 Precipitate Hardened Stainless Steel Tempered at Different Temperatures. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2017; 23:340-349. [PMID: 28300016 DOI: 10.1017/s1431927616012629] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The formation of copper-rich precipitates of 17-4 precipitate hardened stainless steel has been investigated, after tempering at 350-570°C for 4 h, by atom probe tomography (APT). The results reveal that the clusters, enriched only with Cu, were observed after tempering at 420°C. Segregation of Ni, Mn to the Cu-rich clusters took place at 450°C, contributing to the increased hardening. After tempering at 510°C, Ni and Mn were rejected from Cu-rich precipitates and accumulated at the precipitate/matrix interfaces. Al and Si were present and uniformly distributed in the precipitates that were <1.5 nm in radius, but Ni, Mn, Al, and Si were enriched at the interfaces of larger precipitates/matrix. The proxigram profiles of the Cu-rich precipitates formed at 570°C indicated that Ni, Mn, Al, and Si segregated to the precipitate/matrix interfaces to form a Ni(Fe, Mn, Si, Al) shell, which significantly reduced the interfacial energy as the precipitates grew into an elongated shape. In addition, the number density of Cu-rich precipitates was increased with the temperature elevated from 350 up to 450°C and subsequently decreased at higher temperatures. Also, the composition of the matrix and the precipitates were measured and found to vary with temperature.
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Affiliation(s)
- Zemin Wang
- 1Key Laboratory for Microstructures,Shanghai University,Shanghai 200444,P. R. China
| | - Xulei Fang
- 1Key Laboratory for Microstructures,Shanghai University,Shanghai 200444,P. R. China
| | - Hui Li
- 1Key Laboratory for Microstructures,Shanghai University,Shanghai 200444,P. R. China
| | - Wenqing Liu
- 1Key Laboratory for Microstructures,Shanghai University,Shanghai 200444,P. R. China
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Jägle EA, Choi PP, Raabe D. The maximum separation cluster analysis algorithm for atom-probe tomography: parameter determination and accuracy. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2014; 20:1662-1671. [PMID: 25327827 DOI: 10.1017/s1431927614013294] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Atom-probe tomography is a materials characterization method ideally suited for the investigation of clustering and precipitation phenomena. To distinguish the clusters from the surrounding matrix, the maximum separation algorithm is widely employed. However, the results of the cluster analysis strongly depend on the parameters used in the algorithm and hence, a wrong choice of parameters leads to erroneous results, e.g., for the cluster number density, concentration, and size. Here, a new method to determine the optimum value of the parameter dmax is proposed, which relies only on information contained in the measured atom-probe data set. Atom-probe simulations are employed to verify the method and to determine the sensitivity of the maximum separation algorithm to other input parameters. In addition, simulations are used to assess the accuracy of cluster analysis in the presence of trajectory aberrations caused by the local magnification effect. In the case of Cu-rich precipitates (Cu concentration 40-60 at% and radius 0.25-1.0 nm) in a bcc Fe-Si-Cu matrix, it is shown that the error in concentration is below 10 at% and the error in radius is <0.15 nm for all simulated conditions, provided that the correct value for dmax, as determined with the newly proposed method, is employed.
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Affiliation(s)
- Eric Aimé Jägle
- Metal Physics and Alloy Design,Max-Planck-Institut für Eisenforschung GmbH,Max-Planck-Strasse 1,40237 Düsseldorf,Germany
| | - Pyuck-Pa Choi
- Metal Physics and Alloy Design,Max-Planck-Institut für Eisenforschung GmbH,Max-Planck-Strasse 1,40237 Düsseldorf,Germany
| | - Dierk Raabe
- Metal Physics and Alloy Design,Max-Planck-Institut für Eisenforschung GmbH,Max-Planck-Strasse 1,40237 Düsseldorf,Germany
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Gasnier V, Gault B, Nako H, Aruga Y, Sha G, Ringer SP. Influence of experimental parameters on the composition of precipitates in metallic alloys. Ultramicroscopy 2013; 132:199-204. [DOI: 10.1016/j.ultramic.2013.02.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 12/07/2012] [Accepted: 02/02/2013] [Indexed: 10/27/2022]
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Styman P, Hyde J, Wilford K, Morley A, Smith G. Precipitation in long term thermally aged high copper, high nickel model RPV steel welds. PROGRESS IN NUCLEAR ENERGY 2012. [DOI: 10.1016/j.pnucene.2011.10.010] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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Xie KY, Breen AJ, Yao L, Moody MP, Gault B, Cairney JM, Ringer SP. Overcoming challenges in the study of nitrided microalloyed steels using atom probe. Ultramicroscopy 2012; 112:32-8. [DOI: 10.1016/j.ultramic.2011.10.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2011] [Revised: 06/19/2011] [Accepted: 10/14/2011] [Indexed: 11/27/2022]
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Takahashi J, Kawakami K, Kobayashi Y. Quantitative analysis of carbon content in cementite in steel by atom probe tomography. Ultramicroscopy 2011; 111:1233-8. [DOI: 10.1016/j.ultramic.2011.03.024] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2010] [Revised: 03/27/2011] [Accepted: 03/31/2011] [Indexed: 10/18/2022]
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Geuser FD, Lefebvre W. Determination of matrix composition based on solute-solute nearest-neighbor distances in atom probe tomography. Microsc Res Tech 2011; 74:257-63. [DOI: 10.1002/jemt.20899] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2010] [Accepted: 05/31/2010] [Indexed: 11/08/2022]
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Schober M, Eidenberger E, Staron P, Leitner H. Critical consideration of precipitate analysis of Fe-1 at.% Cu using atom probe and small-angle neutron scattering. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2011; 17:26-33. [PMID: 21087547 DOI: 10.1017/s1431927610093955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
An Fe-1 at.% Cu model alloy was examined by atom probe (3DAP) and small-angle neutron scattering (SANS) to verify the accordance of the gained results. The Fe-Cu alloy was heat-treated for various times at 500°C, forming Cu-rich precipitates within the Fe matrix. The chemical compositions of the precipitates and matrix found by 3DAP were used to calculate the magnetic scattering contrast. Additionally, a magnetic moment of the precipitates that contain a significant amount of Fe was taken into account for the calculation of magnetic scattering contrast. This in turn is used for the evaluation of the magnetic scattering curves gained by SANS. Both the 3DAP data as well as the scattering curves were analyzed with regard to radius, number density, and volume fraction of the precipitates as a function of aging time. The results yielded by both techniques are in good agreement and correspond to the development of the hardness of the alloy. Minor differences can be related to the cluster search algorithm used for the analysis of the 3DAP data as well as Fe overestimation based on different field phases.
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Affiliation(s)
- M Schober
- Department of Physical Metallurgy and Materials Testing, University of Leoben, Franz-Josef-Strasse 18, 8700 Leoben, Austria.
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Application of Delaunay tessellation for the characterization of solute-rich clusters in atom probe tomography. Ultramicroscopy 2011; 111:200-6. [DOI: 10.1016/j.ultramic.2010.11.034] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2010] [Revised: 10/25/2010] [Accepted: 11/23/2010] [Indexed: 11/21/2022]
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Hyde JM, Sha G, Marquis EA, Morley A, Wilford KB, Williams TJ. A comparison of the structure of solute clusters formed during thermal ageing and irradiation. Ultramicroscopy 2010; 111:664-71. [PMID: 21227587 DOI: 10.1016/j.ultramic.2010.12.030] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Revised: 12/08/2010] [Accepted: 12/21/2010] [Indexed: 12/01/2022]
Abstract
Nanometre scale clusters form in Cu-containing reactor pressure vessel (RPV) steels during neutron irradiation. These clusters have a deleterious effect on mechanical properties, which can result in embrittlement and limit the reactor operating life. Thermal ageing of RPV steels can also induce the formation of solute clusters but it is not clear how similar these are to those formed during irradiation. In this work atom probe tomography, combined with detailed structural assessments of the structure of solute clusters, is used to address this issue. A series of thermal ageing heat treatments has been performed on several high- and low-Ni RPV welds to produce 1-4 nm diameter solute clusters. The same materials have also been neutron irradiated. The results show that CuMnNiSi enriched clusters formed during thermal ageing have, on average, higher Cu contents and lower Mn, Ni and Si contents than those found in irradiation-induced clusters. The effect of increasing bulk Ni is to encourage the formation of clusters with significantly higher Ni content, slightly higher Mn and Si contents and significantly lower Cu contents. At very high doses and dose rates MnNiSi enriched clusters can form even in high-Cu welds. Despite differences in the compositions of individual clusters formed during irradiation and during thermal ageing, clusters in both exhibit similar structure. In particular, well developed clusters in both materials have Cu-enriched cores whose peripheries are enriched in Ni, Mn and, in most cases, Si.
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Affiliation(s)
- J M Hyde
- National Nuclear Laboratory, B168 Harwell Business Centre, Didcot, Oxon OX11 0QA, UK.
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