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Wang J, Ghosh DB, Zhang Z. Computational Materials Design for Ceramic Nuclear Waste Forms Using Machine Learning, First-Principles Calculations, and Kinetics Rate Theory. MATERIALS (BASEL, SWITZERLAND) 2023; 16:4985. [PMID: 37512262 PMCID: PMC10383080 DOI: 10.3390/ma16144985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/05/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023]
Abstract
Ceramic waste forms are designed to immobilize radionuclides for permanent disposal in geological repositories. One of the principal criteria for the effective incorporation of waste elements is their compatibility with the host material. In terms of performance under environmental conditions, the resistance of the waste forms to degradation over long periods of time is a critical concern when they are exposed to natural environments. Due to their unique crystallographic features and behavior in nature environment as exemplified by their natural analogues, ceramic waste forms are capable of incorporating problematic nuclear waste elements while showing promising chemical durability in aqueous environments. Recent studies of apatite- and hollandite-structured waste forms demonstrated an approach that can predict the compositions of ceramic waste forms and their long-term dissolution rate by a combination of computational techniques including machine learning, first-principles thermodynamics calculations, and modeling using kinetic rate equations based on critical laboratory experiments. By integrating the predictions of elemental incorporation and degradation kinetics in a holistic framework, the approach could be promising for the design of advanced ceramic waste forms with optimized incorporation capacity and environmental degradation performance. Such an approach could provide a path for accelerated ceramic waste form development and performance prediction for problematic nuclear waste elements.
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Affiliation(s)
- Jianwei Wang
- Department of Geology and Geophysics, Center for Computation and Technology, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Dipta B Ghosh
- Department of Geology and Geophysics, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Zelong Zhang
- Department of Geology and Geophysics, Louisiana State University, Baton Rouge, LA 70803, USA
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Investigation of mechanisms of radiolytic H2 production in C-S-H: Influence of water content and radiation induced defects. Radiat Phys Chem Oxf Engl 1993 2022. [DOI: 10.1016/j.radphyschem.2021.109865] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Chen Z, Zhang P, Brown KG, Branch JL, van der Sloot HA, Meeussen JCL, Delapp RC, Um W, Kosson DS. Development of a Geochemical Speciation Model for Use in Evaluating Leaching from a Cementitious Radioactive Waste Form. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:8642-8653. [PMID: 34132538 DOI: 10.1021/acs.est.0c06227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Cast Stone has been developed to immobilize a fraction of radioactive waste at the Hanford Site; however, constituents of potential concern (COPCs) can be released when in contact with water during disposal. Herein, a representative mineral and parameter set for geochemical speciation modeling was developed for Cast Stone aged in inert and oxic environments, to simulate leaching concentrations of major and trace constituents. The geochemical speciation model was verified using a monolithic diffusion model in conjunction with independent monolithic diffusion test results. Eskolaite (Cr2O3) was confirmed as the dominant mineral retaining Cr in Cast Stone doped with 0.1 or 0.2 wt % Cr. The immobilization of Tc as a primary COPC in Cast Stone was evaluated, and the redox states of porewater within monolithic Cast Stone indicated by Cr are insufficient for the reduction of Tc. However, redox states provided by blast furnace slag (BFS) within the interior of Cast Stone are capable of reducing Tc for immobilization, with the immobilization reaction rate postulated to be controlled by the diffusive migration of soluble Tc in porewater to the surface of reducing BFS particles. Aging in oxic conditions increased the flux of Cr and Tc from monolithic Cast Stone.
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Affiliation(s)
- Zhiliang Chen
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
| | - Peng Zhang
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
| | - Kevin G Brown
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
| | - Janelle L Branch
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
| | - Hans A van der Sloot
- Hans van der Sloot Consultancy, Glenn Millerhof 29, 1628 TS Hoorn, The Netherlands
| | | | - Rossane C Delapp
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
| | - Wooyong Um
- Pacific Northwest National Laboratory, Richland, Washington 99354, United States
- Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - David S Kosson
- Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, Tennessee 37215, United States
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Kai MF, Zhang LW, Liew KM. Atomistic insights into structure evolution and mechanical property of calcium silicate hydrates influenced by nuclear waste caesium. JOURNAL OF HAZARDOUS MATERIALS 2021; 411:125033. [PMID: 33454570 DOI: 10.1016/j.jhazmat.2020.125033] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 12/24/2020] [Accepted: 12/29/2020] [Indexed: 06/12/2023]
Abstract
The fundamental mechanisms underlying the influence of nuclear wastes on concrete properties remain poorly understood, especially at the molecular level. Herein, caesium ions (Cs+) are introduced into calcium silicate hydrates (CSH) to investigate its effect using molecular dynamics simulation. Structurally, a swelling phenomenon is observed, attributed to the CSH interlayer expansion as Cs+ occupies larger space than Ca2+. The diffusion of interlayer water, Ca2+ and Cs+, following an order of water > Cs+ > Ca2+, is accelerated with increasing Cs+ content, owing to three mechanisms: expanded interlayer space, weakened interfacial interaction, and loss of chemical bond stability. Mechanically, the Young's modulus and strength of CSH are degraded by Cs+ due to two mechanisms: (1) the load transfer ability of interlayer water and Ca2+ is weakened; (2) the load transfer provided by Cs+ is very weak. Additionally, a "hydrolytic weakening" mechanism is proposed to explain the mechanical degradation with increasing water content. This study also provides guidance for studying the influence of other wastes (like heavy metal ions) in concrete.
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Affiliation(s)
- M F Kai
- Department of Architecture and Civil Engineering, City University of Hong Kong, Kowloon, Hong Kong, China
| | - L W Zhang
- Department of Engineering Mechanics, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
| | - K M Liew
- Department of Architecture and Civil Engineering, City University of Hong Kong, Kowloon, Hong Kong, China.
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Influence of calcium to silica ratio on H2 gas production in calcium silicate hydrate. Radiat Phys Chem Oxf Engl 1993 2019. [DOI: 10.1016/j.radphyschem.2019.04.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Zuo R, Jin S, Yang J, Wang J, Guan X, Meng L, Teng Y, Chen M. Removal of strontium from aqueous solutions by sodium dodecyl sulfate-modified palygorskite. J Radioanal Nucl Chem 2019. [DOI: 10.1007/s10967-019-06581-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Boyer A, Ning P, Killey D, Klukas M, Rowan D, Simpson AJ, Passeport E. Strontium adsorption and desorption in wetlands: Role of organic matter functional groups and environmental implications. WATER RESEARCH 2018; 133:27-36. [PMID: 29353697 DOI: 10.1016/j.watres.2018.01.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 01/11/2018] [Indexed: 06/07/2023]
Abstract
Strontium (Sr) is a chemical element that is often used as a tracer in hydrogeochemical studies, and is ubiquitously distributed as a radioactive contaminant in nuclear sites in the form of strontium-90 (Sr-90). At the interface between groundwater and surface water, wetlands possess unique hydrogeochemical properties whose impact on Sr transport has not been investigated thoroughly. In this study, the adsorption and desorption of Sr was investigated on six natural wetland substrates and two mixes of exogenous media and wetland sediment: winter and summer wetland sediments, decayed cattails, wood, leaf litter, moss, bone charcoal, and clinoptilolite. The composition of the organic matter was characterized using carbon-13, solid phase Nuclear Magnetic Resonance analysis. The range of the substrates' adsorption coefficients obtained could be explained by factors indicative of proteins in the organic matter, which were shown to support strong and poorly reversible Sr adsorption. In contrast, the proportion of carbohydrates and lignin were found to be indicative of lower adsorption coefficients and higher desorption. The implications of these results for Sr pollution remediation in wetlands are discussed.
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Affiliation(s)
- Antoine Boyer
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto M5S 35E, Canada
| | - Paris Ning
- Environmental NMR Centre, Department of Physical and Environmental Sciences, University of Toronto, 1265 Military Trail, Toronto M1C 1A4, Canada
| | - Doug Killey
- Canadian Nuclear Laboratories, 286 Plant Rd, Chalk River K0J 1J0, Canada
| | - Martin Klukas
- Canadian Nuclear Laboratories, 286 Plant Rd, Chalk River K0J 1J0, Canada
| | - David Rowan
- Canadian Nuclear Laboratories, 286 Plant Rd, Chalk River K0J 1J0, Canada
| | - Andre J Simpson
- Environmental NMR Centre, Department of Physical and Environmental Sciences, University of Toronto, 1265 Military Trail, Toronto M1C 1A4, Canada
| | - Elodie Passeport
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto M5S 35E, Canada; Department of Civil Engineering, University of Toronto, 35 St George St., Toronto M5S 1A4, Canada.
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Yao G, Zhang Z, Wang J. Beta transmutations in apatites with ferric iron as an electron acceptor – implication for nuclear waste form development. Phys Chem Chem Phys 2017; 19:25487-25497. [DOI: 10.1039/c7cp02846f] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The electron from beta decay is captured by the neighboring ferric ion, which is changed to the ferrous ion.
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Affiliation(s)
- Ge Yao
- Department of Geology and Geophysics
- Center for Computation and Technology
- Louisiana State University
- Baton Rouge
- USA
| | - Zelong Zhang
- Department of Geology and Geophysics
- Center for Computation and Technology
- Louisiana State University
- Baton Rouge
- USA
| | - Jianwei Wang
- Department of Geology and Geophysics
- Center for Computation and Technology
- Louisiana State University
- Baton Rouge
- USA
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