Abstract
This paper provides an overview of advanced scanning transmission electron microscopy (STEM) techniques used for characterization of irradiated BCC Fe-based alloys. Advanced STEM methods provide the high-resolution imaging and chemical analysis necessary to understand the irradiation response of BCC Fe-based alloys. The use of STEM with energy dispersive x-ray spectroscopy (EDX) for measurement of radiation-induced segregation (RIS) is described, with an illustrated example of RIS in proton- and self-ion irradiated T91. Aberration-corrected STEM-EDX for nanocluster/nanoparticle imaging and chemical analysis is also discussed, and examples are provided from ion-irradiated oxide dispersion strengthened (ODS) alloys. Finally, STEM techniques for void, cavity, and dislocation loop imaging are described, with examples from various BCC Fe-based alloys.
Similar content being viewed by others
References
S.J. Zinkle and L.L. Snead: Designing radiation resistance in materials for fusion energy. Annu. Rev. Mater. Res. 44(1), 241–267 (2014).
R.L. Klueh and D.R. Harries: High-Chromium Ferritic and Martensitic Steels for Nuclear Applications (ASTM, 2001).
Critical Issues Report and Roadmap for the Advanced Radiation-Resistant Materials Program, Electric Power Research Institute Report 1026482, West Conshohocken, PA, 2012.
S.J. Zinkle and J.T. Busby: Structural materials for fission and fusion energy. Mater. Today 12, 12–19 (2009).
G. Gupta, Z. Jiao, A.N. Ham, J.T. Busby, and G.S. Was: Microstructural evolution of proton irradiated T91. J. Nucl. Mater. 351(1–3), 162–173 (2006).
A. Bhattacharya, E. Meslin, J. Henry, C. Pareige, B. Decamps, C. Genevois, D. Brimbal, and A. Barbu: Chromium enrichment on the habit plane of dislocation loops in ion-irradiated high-purity Fe–Cr alloys. Acta Mater. 78, 394–403 (2014).
K.G. Field, L.M. Barnard, C.M. Parish, J.T. Busby, D. Morgan, and T.R. Allen: Dependence on grain boundary structure of radiation induced segregation in a 9 wt.% Cr model ferritic/martensitic steel. J. Nucl. Mater. 435, 172–180 (2013).
J.P. Wharry, Z. Jiao, V. Shankar, J.T. Busby, and G.S. Was: Radiation-induced segregation and phase stability in ferritic–martensitic alloy T91. J. Nucl. Mater. 417(1–3), 140–144 (2011).
J.P. Wharry and G.S. Was: A systematic study of radiation-induced segregation in ferritic-martensitic alloys. J. Nucl. Mater. 442, 7–16 (2013).
J.R. Michael, S.J. Plimpton, and A.D. Romig: Parallel simulation of electron-solid interactions—A rapid aid for electron-microscope data interpretation. Ultramicroscopy 51(1–4), 160–167 (1993).
J.R. Michael, D.B. Williams, C.F. Klein, and R. Ayer: The measurement and calculation of X-ray spatial resolution obtained in the analytical electron microscope. J. Microsc. 160(1), 41–53 (1990).
S.J. Plimpton, J.R. Michael, and A.D. Romig: Parallel simulation of electron-solid interaction for electron-microscopy modeling. J. Supercomput. 6(2), 139–151 (1992).
D.B. Williams and B.C. Carter: Transmission Electron Microscopy (Springer, New York, NY, 2009).
K.G. Field, B.D. Miller, H.J.M. Chichester, K. Sridharan, and T.R. Allen: Relationship between lath boundary structure and radiation induced segregation in a neutron irradiated 9wt.% Cr model ferritic/martensitic steel. J. Nucl. Mater. 445, 143–148 (2014).
J. Penisten Wharry: The mechanism of radiation-induced segregation in ferritic-martensitic steels, University of Michigan, 2012.
M. Watanabe, D.W. Ackland, A. Burrows, C.J. Kiely, D.B. Williams, O.L. Krivanek, N. Dellby, M.F. Murfitt, and Z. Szilagyi: Improvements in the x-ray analytical capabilities of a scanning transmission electron microscope by spherical-aberration correction. Microsc. Microanal. 12(6), 515–526 (2006).
G. Cliff and G.W. Lorimer: Quantitative-analysis of thin specimens. J. Microsc. 103, 203–207 (1975).
R.D. Carter, D.L. Damcott, M. Atzmon, G.S. Was, S.M. Bruemmer, and E.A. Kenik: Quantitative analysis of radiation-induced grain-boundary segregation measurements. J. Nucl. Mater. 211, 70–84 (1994).
M. Bachhav, L. Yao, G.R. Odette, and E.A. Marquis: Microstructural changes in a neutron-irradiated Fe–6 at.%Cr alloy. J. Nucl. Mater. 453, 334–339 (2014).
M. Bachhav, G.R. Odette, and E.A. Marquis: Microstructural changes in a neutron-irradiated Fe-15 at.%Cr alloy. J. Nucl. Mater. 454, 381–386 (2014).
R. Hu, G.D.W. Smith, and E.A. Marquis: Effect of grain boundary orientation on radiation-induced segregation in a Fe-15.2 at.% Cr alloy. Acta Mater. 61, 3490–3498 (2013).
E.A. Marquis, R. Hu, and T. Rousseau: A systematic approach for the study of radiation-induced segregation/depletion at grain boundaries in steels. J. Nucl. Mater. 413(1), 1–4 (2011).
E.A. Marquis, S. Lozano-Perez, and V. De Castro: Effects of heavy-ion irradiation on the grain boundary chemistry of an oxide-dispersion strengthened Fe–12wt.% Cr alloy. J. Nucl. Mater. 417, 257–261 (2011).
C.M. Parish and M.K. Miller: Aberration-corrected x-ray spectrum imaging and Fresnel contrast to differentiate nanoclusters and cavities in helium-irradiated alloy 14YWT. Microsc. Microanal. 20(2), 613–626 (2014).
M. Haider, P. Hartel, H. Muller, S. Uhlemann, and J. Zach: Current and future aberration correctors for the improvement of resolution in electron microscopy. Philos. Trans. R. Soc., A 367(1903), 3665–3682 (2009).
U. Dahmen, R. Erni, V. Radmilovic, C. Kisielowski, M.D. Rossell, and P. Denes: Background, status and future of the transmission electron aberration-corrected microscope project. Philos. Trans. R. Soc., A 367(1903), 3795–3808 (2009).
S.J. Pennycook, M.F. Chisholm, A.R. Lupini, M. Varela, A.Y. Borisevich, M.P. Oxley, W.D. Luo, K. van Benthem, S.H. Oh, D.L. Sales, S.I. Molina, J. Garcia-Barriocanal, C. Leon, J. Santamaria, S.N. Rashkeev, and S.T. Pantelides: Aberration-corrected scanning transmission electron microscopy: From atomic imaging and analysis to solving energy problems. Philos. Trans. R. Soc., A 367(1903), 3709–3733 (2009).
P.G. Kotula, D.O. Klenov, and H.S. von Harrach: Challenges to quantitative multivariate statistical analysis of atomic-resolution x-Ray spectral. Microsc. Microanal. 18(4), 691–698 (2012).
C.M. Parish, R.M. White, J.M. LeBeau, and M.K. Miller: Response of nanostructured ferritic alloys to high-dose heavy ion irradiation. J. Nucl. Mater. 445(1–3), 251–260 (2014).
M.W. Chu, S.C. Liou, C.P. Chang, F.S. Choa, and C.H. Chen: Emergent chemical mapping at atomic-column resolution by energy-dispersive x-ray spectroscopy in an aberration-corrected electron microscope. Phys. Rev. Lett. 104(19), 196101 (2010).
J. Ringnalda, A. Genc, and L. Kovarik: The effect of probe correctors on the analytical results of non-ideal samples. Microsc. Microanal. 20(Suppl. S3), 566–567 (2014).
R. Schäublin: Nanometric crystal defects in transmission electron microscopy. Microsc. Res. Tech. 69(5), 305–316 (2006).
D.E. Newbury: Electron-excited energy dispersive x-ray spectrometry at high speed and at high resolution: Silicon drift detectors and microcalorimeters. Microsc. Microanal. 12(6), 527–537 (2006).
D.E. Newbury: The revolution in energy dispersive x-ray spectrometry: spectrum imaging at output count rates above 1 MHz with the silicon drift detector on a scanning electron microscope. Spectroscopy 24(7), 32 (2009).
D. Klenov, B. Freitag, H.S. von Harrach, A.J. D’Alfonso, and L.J. Allen: Chemical mapping at the atomic level using energy dispersive x-ray spectroscopy. Microsc. Microanal. 17(Suppl. 2), 598–599 (2011).
P. Schlossmacher, D.O. Klenov, B. Freitag, and H.S. von Harrach: Enhanced detection sensitivity with a new windowless XEDS system for AEM based on silicon drift detector technology. Microsc. Today 18, 14–20 (2010).
H.S. von Harrach, P. Dona, B. Freitag, H. Soltau, A. Niculae, and M. Rohde: An integrated silicon drift detector system for FEI Schottky field emission transmission electron microscopes. Microsc. Microanal. 16(Suppl. 2), 208–209 (2010).
C. Jeanguillaume and C. Colliex: Spectrum image: The next step in EELS digital acquisition and processing. Ultramicroscopy 28(1–4), 252–257 (1989).
P.G. Kotula, M.R. Keenan, and J.R. Michael: Automated analysis of SEM x-ray spectral images: A powerful new microanalysis tool. Microsc. Microanal. 9(1), 1–17 (2003).
C.M. Parish: Multivariate statistics applications in scanning transmission electron microscopy x-ray spectrum imaging. In Advances in Imaging and Electron Physics, Vol. 168, P.W. Hawkes ed.; 2011; pp. 249–295.
M.R. Keenan: Multivariate analysis of spectral images composed of count data. In Techniques and Applications of Hyperspectral Image Analysis, H.F. Grahn and P. Geladi eds.; John Wiley & Sons: Chichester, 2007; pp. 89–126.
M.R. Keenan and P.G. Kotula: Accounting for Poisson noise in the multivariate analysis of ToF-SIMS spectrum images. Surf. Interface Anal. 36(3), 203–212 (2004).
M.R. Keenan and P.G. Kotula: Optimal scaling of TOF-SIMS spectrum-images prior to multivariate statistical analysis. Appl. Surf. Sci. 231–232, 240–244 (2004).
H.F. Kaiser: The varimax criterion for analytic rotation in factor analysis. Psychometrika 23, 187–200 (1958).
M.H. Van Benthem and M.R. Keenan: Fast algorithm for the solution of large-scale non-negativity-constrained least squares problems. J. Chemom. 18(10), 441–450 (2004).
M.G. Burke, M. Watanabe, D.B. Williams, and J.M. Hyde: Quantitative characterization of nanoprecipitates in irradiated low-alloy steels: Advances in the application of FEG-STEM quantitative microanalysis to real materials. J. Mater. Sci. 41(14), 4512–4522 (2006).
E.P. Gorzkowski, M. Watanabe, H.M. Chan, and M.P. Harmer: Effect of liquid phase chemistry on single-crystal growth in PMN-35PT. J. Am. Ceram. Soc. 89(7), 2286–2294 (2006).
A.A. Herzing, M. Watanabe, J.K. Edwards, M. Conte, Z.R. Tang, G.J. Hutchings, and C.J. Kiely: Energy dispersive x-ray spectroscopy of bimetallic nanoparticles in an aberration corrected scanning transmission electron microscope. Faraday Discuss. 138, 337–351 (2008).
C.M. Parish, G.L. Brennecka, B.A. Tuttle, and L.N. Brewer: Quantitative x-ray spectrum imaging of lead lanthanum zirconate titanate PLZT thin-films. J. Am. Ceram. Soc. 91(11), 3690–3697 (2008).
A.G. Certain, K.G. Field, T.R. Allen, M.K. Miller, J. Bentley, and J.T. Busby: Response of nanoclusters in a 9Cr ODS steel to 1 dpa, 525°C proton irradiation. J. Nucl. Mater. 407, 2–9 (2010).
C.M. Parish, P.D. Edmondson, Y. Zhang, and M.K. Miller: Direct observation of ion-irradiation-induced chemical mixing. J. Nucl. Mater. 418, 106–109 (2011).
P. Unifantowicz, R. Schaublin, C. Hebert, T. Plocinski, G. Lucas, and N. Baluc: Statistical analysis of oxide particles in ODS ferritic steel using advanced electron microscopy. J. Nucl. Mater. 422, 131–136 (2012).
M.R. Keenan: Exploiting spatial-domain simplicity in spectral image analysis. Surf. Interface Anal. 41, 79–87 (2009).
V.S. Smentkowski, S.G. Ostrowski, and M.R. Keenan: A comparison of multivariate statistical analysis protocols for ToF-SIMS spectral images. Surf. Interface Anal. 41, 88–96 (2009).
R. Tauler, A. Smilde, and B. Kowalski: Selectivity, local rank, three-way data analysis and ambiguity in multivariate curve resolution. J. Chemom. 9(1), 31–58 (1995).
M. Vosough, C. Mason, R. Tauler, M. Jalali-Heravi, and M. Maeder: On rotational ambiguity in model-free analyses of multivariate data. J. Chemom. 20(6–7), 302–310 (2006).
Y. Dai, G.R. Odette, and T. Yamamoto: 1.06-The effects of helium in irradiated structural alloys. In Comprehensive Nuclear Materials, R.J.M. Konings ed.; Elsevier: Oxford, 2012; pp. 141–193.
S.J. Zinkle and N.M. Ghoniem: Operating temperature windows for fusion reactor structural materials. Fusion Eng. Des. 51–52, 55–71 (2000).
G.R. Odette, M.J. Alinger, and B.D. Wirth: Recent developments in irradiation-resistant steels. Annu. Rev. Mater. Res. 38, 471–503 (2008).
G.R. Odette and D.T. Hoelzer: Irradiation-tolerant nanostructured ferritic alloys: Transforming helium from a liability to an asset. JOM 62(9), 84–92 (2010).
L. Tan, Y. Katoh, and L.L. Snead: Stability of the strengthening nanoprecipitates in reduced activation ferritic steels under Fe2+ ion irradiation. J. Nucl. Mater. 445(1–3), 104–110 (2014).
S.E. Donnelly: The density and pressure of helium bubbles in implanted metals: A critical review. Radiat. Eff. 90, 1–47 (1985).
M.L. Jenkins: Characterization of radiation-damage microstructures by TEM. J. Nucl. Mater. 216, 124–156 (1994).
M.L. Jenkins and M.A. Kirk: Characterization of Radiation Damage by Transmission Electron Microscopy (Institute of Physics, Bristol, 2001).
E. Ruedl, O. Gautsch, and E. Staroste: Transmission electron-microscopy of He-bubbles in aluminum. J. Nucl. Mater. 62(1), 63–72 (1976).
W.M. Stobbs: Electron microscopical techniques for the observation of cavities. J. Microsc. 116, 3–13 (1979).
K. Fukushima, H. Kawakatsu, and A. Fukami: Fresnel fringes in electron microscope images. J. Phys. D: Appl. Phys. 7(2), 257–266 (1974).
M.H. Loretto and R.E. Smallman: Defect Analysis in Electron Microscopy (Halsted, London, 1975).
B. Yao, D.J. Edwards, R.J. Kurtz, G.R. Odette, and T. Yamamoto: Multislice simulation of transmission electron microscopy imaging of helium bubbles in Fe. J. Electron Microsc. 61(6), 393–400 (2012).
M.C. Brandes, L. Kovarik, M.K. Miller, and M.J. Mills: Morphology, structure, and chemistry of nanoclusters in a mechanically alloyed nanostructured ferritic steel. J. Mater. Sci. 47, 3913–3923 (2012).
F. Krumeich, E. Müller, and R.A. Wepf: Phase-contrast imaging in aberration-corrected scanning transmission electron microscopy. Micron 49, 1–14 (2013).
M.K. Miller, L. Longstreth-Spoor, and K.F. Kelton: Detecting density variations and nanovoids. Ultramicroscopy 111, 469–472 (2011).
Q. Li, C.M. Parish, K.A. Powers, and M.K. Miller: Helium solubility and bubble formation in a nanostructured ferritic alloy. J. Nucl. Mater. 445, 165–174 (2014).
P.D. Edmondson, C.M. Parish, Y. Zhang, A. Hallén, and M.K. Miller: Helium bubble distributions in a nanostructured ferritic alloy. J. Nucl. Mater. 434(1–3), 210–216 (2013).
B. Yao, D.J. Edwards, and R.J. Kurtz: TEM characterization of dislocation loops in irradiated bcc Fe-based steels. J. Nucl. Mater. 434(1–3), 402–410 (2013).
S.I. Porollo, A.M. Dvoriashin, A.N. Vorobyev, and Y.V. Konobeev: The microstructure and tensile properties of Fe-Cr alloys after neutron irradiation at 400°C to 5.5–7.1 dpa. J. Nucl. Mater. 256, 247–253 (1998).
J. Chen, P. Jung, W. Hoffelner, and H. Ullmaier: Dislocation loops and bubbles in oxide dispersion strengthened ferritic steel after helium implantation under stress. Acta Mater. 56, 250–258 (2008).
S.L. Dudarev, R.R. Bullough, and P.M. Derlet: Effect of the α-γ phase transition on the stability of dislocation loops in BCC iron. Phys. Rev. Lett. 100, 135503 (2008).
S.P. Fitzgerald and Z. Yao: Shape of prismatic dislocation loops in anisotropic α-Fe. Philos. Mag. Lett. 89, 581–588 (2009).
A. Prokhodtseva, B. Decamps, A. Ramar, and R. Schäublin: Impact of He and Cr on defect accumulation in ion-irradiated ultrahigh-purity Fe(Cr) alloys. Acta Mater. 61, 6958–6971 (2013).
A. Amali, P. Rez, and J.M. Cowley: High angle annular dark field imaging of stacking faults. Micron 28, 89–94 (1997).
J.M. Cowley and Y. Huang: De-channelling contrast in annual dark-field STEM. Ultramicroscopy 40, 171–180 (1992).
Y. Miyajima, M. Mitsuhara, S. Hata, H. Nakashima, and N. Tsuji: Quantification of internal dislocation density using scanning transmission electron microscopy in ultrafine grained pure aluminum fabricated by severe plastic deformation. Mater. Sci. Eng., A 528, 776–779 (2010).
D.D. Perovic, C.J. Rossouw, and A. Howie: Imaging elastic strains in high-angle annular dark field scanning transmission electron microscopy. Ultramicroscopy 52, 353–359 (1993).
J. Pešička, A. Aghajani, C. Somsen, A. Hartmaier, and G. Eggeler: How dislocation substructures evolve during long-term creep of a 12% Cr tempered martensitic ferritic steel. Scr. Mater. 62, 353–356 (2010).
P.J. Phillips, M.C. Brandes, M.J. Mills, and M. De Graef: Diffraction contrast STEM of dislocation: Imaging and simulations. Ultramicroscopy 111, 1483–1487 (2011).
D. Rojas, J. Garcia, O. Prat, L. Agudo, C. Carrasco, G. Sauthoff, and A.R. Kaysser-Pyzalla: Effect of processing parameters on the evolution of dislocation density and subgrain size of a12%Cr heat resistant steel during creep at 650°C. Mater. Sci. Eng., A 528, 1372–1381 (2011).
C.J. Humphreys: Fundamental concepts of STEM imaging. Ultramicroscopy 7, 7–12 (1981).
D.M. Maher and D.C. Joy: The formation and interpretation of defect images from crystalline materials in a scanning transmission electron microscope. Ultramicroscopy 1, 239–253 (1976).
L. He, Y. Zhai, C. Liu, C. Jiang, I. Szlufarska, B. Tyburska-Puschel, K. Sridharan, and P. Voyles: High-resolution scanning transmission electron microscopy study of black spot defects in ion irradiated silicon carbide. Microsc. Microanal. 20(S3), 1824–1825 (2014).
ACKNOWLEDGMENTS
This research was sponsored by: the Materials Sciences and Engineering Division, Office of Basic Energy Sciences, U.S. Department of Energy (CMP); the U.S. DOE’s Office of Nuclear Energy, Advanced Fuel Campaign of the Fuel Cycle R&D program (KGF); US DOE, Office of Nuclear Energy Nuclear Energy University Program (NEUP), awards 10-172 (KGF/AGC) and 10-678 (JPW); US DOE, Nuclear Energy Research Initiative, award 08-055 (JPW); and US DOE, Office of Nuclear Energy under DOE Idaho Operations Office Contract DE-AC07-05ID14517, as part of ATR National Scientific User Facility experiment 13-419 (JPW). Part of the microscopy research was conducted as part of a user project supported by ORNL’s Center for Nanophase Materials Sciences (CNMS), which is an Office of Science User Facility. APT, FIB, and Pt-ion irradiations were conducted using EMSL, a national scientific user facility sponsored by the Department of Energy’s Office of Biological and Environmental Research and located at Pacific Northwest National Laboratory. Neutron irradiations on Fe–Cr–Al alloys were carried out in the HFIR, a user facility funded by Department of Energy’s Basic Energy Sciences.
CMP acknowledges the use of the Analytical Instrumentation Facility (AIF) at North Carolina State University, which is supported by the State of North Carolina and the National Science Foundation (NCSU Titan G2 S/TEM). CMP thanks Dr. D.T. Hoelzer of ORNL for providing the samples of the extruded 14YWT nanostructured ferritic alloy, Prof. A. Hallén of the Royal Institute of Technology, Kista, Sweden for performing the helium ion implantation, Prof. J.M. LeBeau, Dr. Xiahan Sang and Dr. Yi Liu, NCSU, for assistance with the NCSU Titan, and Dr. Y. Zhang, ORNL, for Pt-irradiated sample. KGF thanks Y. Yamamoto of ORNL for providing Fe–Cr–Al samples for irradiation and would like to thank the Irradiated Materials Examination and Testing (IMET) facility and Low Activation Materials Development and Analysis (LAMDA) laboratory staff for their continuing support of the research enclosed. JPW acknowledges Dr. G.S. Was, Dr. O. Toader, and Dr. F. Naab at the University of Michigan for their assistance with proton and Fe++ ion irradiations and for providing T91 and Fe-9Cr ODS specimens. JPW acknowledges the use of the Microscopy and Characterization Suite (MaCS) at the Center for Advanced Energy Studies (CAES), with the assistance of M. Swenson (Boise State) and oversight of Dr. Y. Wu (Boise State).
Author information
Authors and Affiliations
Corresponding author
Additional information
b)Previously at Pacific Northwest National Laboratory, Richland, Washington 99354, USA
Rights and permissions
About this article
Cite this article
Parish, C.M., Field, K.G., Certain, A.G. et al. Application of STEM characterization for investigating radiation effects in BCC Fe-based alloys. Journal of Materials Research 30, 1275–1289 (2015). https://doi.org/10.1557/jmr.2015.32
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1557/jmr.2015.32