Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems
Development of a defensible source-term model (STM), usually a thermodynamical model for radionuclide solubility calculations, is critical to a performance assessment (PA) of a geologic repository for nuclear waste disposal. Such a model is generally subjected to rigorous regulatory scrutiny. In thi...
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| author | Yongliang Xiong Yifeng Wang |
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| description | Development of a defensible source-term model (STM), usually a thermodynamical model for radionuclide solubility calculations, is critical to a performance assessment (PA) of a geologic repository for nuclear waste disposal. Such a model is generally subjected to rigorous regulatory scrutiny. In this article, we highlight key guiding principles for STM model development and validation in nuclear waste management. We illustrate these principles by closely examining three recently developed thermodynamic models with the Pitzer formulism for aqueous H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—oxalate) systems in a reverse alphabetical order of the authors: the XW model developed by Xiong and Wang, the OWC model developed by Oakes et al., and the GLC model developed by Guignot et al., among which the XW model deals with trace activity coefficients for Nd(III), while the OWC and GLC models are for concentrated Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The principles highlighted include the following: (1) <b>Principle 1. Validation against independent experimental data</b>: A model should be validated against experimental data or field observations that have not been used in the original model parameterization. We tested the XW model against multiple independent experimental data sets including electromotive force (EMF), solubility, water vapor, and water activity measurements. The results show that the XW model is accurate and valid for its intended use for predicting trace activity coefficients and therefore Nd solubility in repository environments. (2) <b>Principle 2</b>. <b>Testing for relevant and sensitive variables</b>: Solution pH is such a variable for an STM and easily acquirable. All three models are checked for their ability to predict pH conditions in Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The OWC model fails to provide a reasonable estimate for solution pH conditions, thus casting serious doubt on its validity for a source-term calculation. In contrast, both the XW and GLC models predict close-to-neutral pH values, in agreement with experimental measurements. (3) <b>Principle 3</b>. <b>Honoring physical constraints</b>: Upon close examination, it is found that the Nd(III)-NO<sub>3</sub> association schema in the OWC model suffers from two shortcomings. Firstly, its second stepwise stability constant for Nd(NO<sub>3</sub>)<sub>2</sub><sup>+</sup> (log <i>K</i><sub>2</sub>) is much higher than the first stepwise stability constant for NdNO<sub>3</sub><sup>2+</sup> (log <i>K</i><sub>1</sub>), thus violating the general rule of (log <i>K</i><sub>2</sub>–log <i>K</i><sub>1</sub>) < 0, or <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mfrac><msub><mi>K</mi><mn>1</mn></msub><msub><mi>K</mi><mn>2</mn></msub></mfrac><mo>></mo><mn>1</mn></mrow></semantics></math></inline-formula>. Secondly, the OWC model predicts abnormally high activity coefficients for Nd(NO<sub>3</sub>)<sub>2</sub><sup>+</sup> (up to ~900) as the concentration increases. (4) <b>Principle 4</b>. <b>Minimizing degrees of freedom for model fitting</b>: The OWC model with nine fitted parameters is compared with the GLC model with five fitted parameters, as both models apply to the concentrated region for Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The latter appears superior to the former because the latter can fit osmotic coefficient data equally well with fewer model parameters. The work presented here thus illustrates the salient points of geochemical model development, selection, and validation in nuclear waste management. |
| format | Article |
| id | doaj-art-138ed9459f9a4c0aa4e830851d4bf14f |
| institution | OA Journals |
| issn | 1996-1073 |
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| spelling | doaj-art-138ed9459f9a4c0aa4e830851d4bf14f2025-08-20T02:17:00ZengMDPI AGEnergies1996-10732025-03-01187165010.3390/en18071650Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) SystemsYongliang Xiong0Yifeng Wang1Nuclear Waste Disposal Research & Analysis, Sandia National Laboratories (SNL), 1515 Eubank SE, Albuquerque, NM 87123, USANuclear Waste Disposal Research & Analysis, Sandia National Laboratories (SNL), 1515 Eubank SE, Albuquerque, NM 87123, USADevelopment of a defensible source-term model (STM), usually a thermodynamical model for radionuclide solubility calculations, is critical to a performance assessment (PA) of a geologic repository for nuclear waste disposal. Such a model is generally subjected to rigorous regulatory scrutiny. In this article, we highlight key guiding principles for STM model development and validation in nuclear waste management. We illustrate these principles by closely examining three recently developed thermodynamic models with the Pitzer formulism for aqueous H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—oxalate) systems in a reverse alphabetical order of the authors: the XW model developed by Xiong and Wang, the OWC model developed by Oakes et al., and the GLC model developed by Guignot et al., among which the XW model deals with trace activity coefficients for Nd(III), while the OWC and GLC models are for concentrated Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The principles highlighted include the following: (1) <b>Principle 1. Validation against independent experimental data</b>: A model should be validated against experimental data or field observations that have not been used in the original model parameterization. We tested the XW model against multiple independent experimental data sets including electromotive force (EMF), solubility, water vapor, and water activity measurements. The results show that the XW model is accurate and valid for its intended use for predicting trace activity coefficients and therefore Nd solubility in repository environments. (2) <b>Principle 2</b>. <b>Testing for relevant and sensitive variables</b>: Solution pH is such a variable for an STM and easily acquirable. All three models are checked for their ability to predict pH conditions in Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The OWC model fails to provide a reasonable estimate for solution pH conditions, thus casting serious doubt on its validity for a source-term calculation. In contrast, both the XW and GLC models predict close-to-neutral pH values, in agreement with experimental measurements. (3) <b>Principle 3</b>. <b>Honoring physical constraints</b>: Upon close examination, it is found that the Nd(III)-NO<sub>3</sub> association schema in the OWC model suffers from two shortcomings. Firstly, its second stepwise stability constant for Nd(NO<sub>3</sub>)<sub>2</sub><sup>+</sup> (log <i>K</i><sub>2</sub>) is much higher than the first stepwise stability constant for NdNO<sub>3</sub><sup>2+</sup> (log <i>K</i><sub>1</sub>), thus violating the general rule of (log <i>K</i><sub>2</sub>–log <i>K</i><sub>1</sub>) < 0, or <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mfrac><msub><mi>K</mi><mn>1</mn></msub><msub><mi>K</mi><mn>2</mn></msub></mfrac><mo>></mo><mn>1</mn></mrow></semantics></math></inline-formula>. Secondly, the OWC model predicts abnormally high activity coefficients for Nd(NO<sub>3</sub>)<sub>2</sub><sup>+</sup> (up to ~900) as the concentration increases. (4) <b>Principle 4</b>. <b>Minimizing degrees of freedom for model fitting</b>: The OWC model with nine fitted parameters is compared with the GLC model with five fitted parameters, as both models apply to the concentrated region for Nd(NO<sub>3</sub>)<sub>3</sub> electrolyte solutions. The latter appears superior to the former because the latter can fit osmotic coefficient data equally well with fewer model parameters. The work presented here thus illustrates the salient points of geochemical model development, selection, and validation in nuclear waste management.https://www.mdpi.com/1996-1073/18/7/1650source-term model of radionuclidesPitzer modelnuclear waste disposalconcentrated electrolyte solutionrare earth element oxalatesactinide oxalates |
| spellingShingle | Yongliang Xiong Yifeng Wang Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems Energies source-term model of radionuclides Pitzer model nuclear waste disposal concentrated electrolyte solution rare earth element oxalates actinide oxalates |
| title | Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems |
| title_full | Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems |
| title_fullStr | Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems |
| title_full_unstemmed | Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems |
| title_short | Guiding Principles for Geochemical/Thermodynamic Model Development and Validation in Nuclear Waste Disposal: A Close Examination of Recent Thermodynamic Models for H<sup>+</sup>—Nd<sup>3+</sup>—NO<sub>3</sub><sup>−</sup>(—Oxalate) Systems |
| title_sort | guiding principles for geochemical thermodynamic model development and validation in nuclear waste disposal a close examination of recent thermodynamic models for h sup sup nd sup 3 sup no sub 3 sub sup sup oxalate systems |
| topic | source-term model of radionuclides Pitzer model nuclear waste disposal concentrated electrolyte solution rare earth element oxalates actinide oxalates |
| url | https://www.mdpi.com/1996-1073/18/7/1650 |
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