DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: First-Principles Integrated Adsorption Modeling for Selective Capture of Uranium from Seawater by Polyamidoxime Sorbent Materials

Abstract

Nuclear power is a relatively carbon-free energy source that has the capacity to be utilized today in an effort to stem the tides of global warming. The growing demand for nuclear energy, however, could put significant strain on our uranium ore resources, and the mining activities utilized to extract that ore can leave behind long-term environmental damage. A potential solution to enhance the supply of uranium fuel is to recover uranium from seawater using amidoximated adsorbent fibers. This technology has been studied for decades but is currently plagued by the material’s relatively poor selectivity of uranium over its main competitor vanadium. In this work, we investigate the binding schemes between uranium, vanadium, and the amidoxime functional groups on the adsorbent surface. Using quantum chemical methods, binding strengths are approximated for a set of complexation reactions between uranium and vanadium with amidoxime functionalities. Those approximations are then coupled with a comprehensive aqueous adsorption model developed in this work to simulate the adsorption of uranium and vanadium under laboratory conditions. Experimental adsorption studies with uranium and vanadium over a wide pH range are performed, and the data collected are compared against simulation results to validate the model. It was found that couplingmore » ab initio calculations with process level adsorption modeling provides accurate predictions of the adsorption capacity and selectivity of the sorbent materials. Furthermore, this work demonstrates that this multiscale modeling paradigm could be utilized to aid in the selection of superior ligands or ligand compositions for the selective capture of metal ions. Furthermore, this first-principles integrated modeling approach opens the door to the in silico design of next-generation adsorbents with potentially superior efficiency and selectivity for uranium over vanadium in seawater.« less

Authors:
ORCiD logo [1]; ORCiD logo [2];  [2]; ORCiD logo [2]; ORCiD logo [3];  [1]
  1. Georgia Inst. of Technology, Atlanta, GA (United States)
  2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  3. Georgia Inst. of Technology, Atlanta, GA (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1436030
Grant/Contract Number:  
AC05-00OR22725
Resource Type:
Accepted Manuscript
Journal Name:
ACS Applied Materials and Interfaces
Additional Journal Information:
Journal Volume: 10; Journal Issue: 15; Journal ID: ISSN 1944-8244
Publisher:
American Chemical Society (ACS)
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; adsorption; amidoxime; modeling; uranium; vanadium

Citation Formats

Ladshaw, Austin P., Ivanov, Alexander S., Das, Sadananda, Bryantsev, Vyacheslav S., Tsouris, Costas, and Yiacoumi, Sotira. First-Principles Integrated Adsorption Modeling for Selective Capture of Uranium from Seawater by Polyamidoxime Sorbent Materials. United States: N. p., 2018. Web. doi:10.1021/acsami.7b17031.
Ladshaw, Austin P., Ivanov, Alexander S., Das, Sadananda, Bryantsev, Vyacheslav S., Tsouris, Costas, & Yiacoumi, Sotira. First-Principles Integrated Adsorption Modeling for Selective Capture of Uranium from Seawater by Polyamidoxime Sorbent Materials. United States. https://doi.org/10.1021/acsami.7b17031
Ladshaw, Austin P., Ivanov, Alexander S., Das, Sadananda, Bryantsev, Vyacheslav S., Tsouris, Costas, and Yiacoumi, Sotira. Tue . "First-Principles Integrated Adsorption Modeling for Selective Capture of Uranium from Seawater by Polyamidoxime Sorbent Materials". United States. https://doi.org/10.1021/acsami.7b17031. https://www.osti.gov/servlets/purl/1436030.
@article{osti_1436030,
title = {First-Principles Integrated Adsorption Modeling for Selective Capture of Uranium from Seawater by Polyamidoxime Sorbent Materials},
author = {Ladshaw, Austin P. and Ivanov, Alexander S. and Das, Sadananda and Bryantsev, Vyacheslav S. and Tsouris, Costas and Yiacoumi, Sotira},
abstractNote = {Nuclear power is a relatively carbon-free energy source that has the capacity to be utilized today in an effort to stem the tides of global warming. The growing demand for nuclear energy, however, could put significant strain on our uranium ore resources, and the mining activities utilized to extract that ore can leave behind long-term environmental damage. A potential solution to enhance the supply of uranium fuel is to recover uranium from seawater using amidoximated adsorbent fibers. This technology has been studied for decades but is currently plagued by the material’s relatively poor selectivity of uranium over its main competitor vanadium. In this work, we investigate the binding schemes between uranium, vanadium, and the amidoxime functional groups on the adsorbent surface. Using quantum chemical methods, binding strengths are approximated for a set of complexation reactions between uranium and vanadium with amidoxime functionalities. Those approximations are then coupled with a comprehensive aqueous adsorption model developed in this work to simulate the adsorption of uranium and vanadium under laboratory conditions. Experimental adsorption studies with uranium and vanadium over a wide pH range are performed, and the data collected are compared against simulation results to validate the model. It was found that coupling ab initio calculations with process level adsorption modeling provides accurate predictions of the adsorption capacity and selectivity of the sorbent materials. Furthermore, this work demonstrates that this multiscale modeling paradigm could be utilized to aid in the selection of superior ligands or ligand compositions for the selective capture of metal ions. Furthermore, this first-principles integrated modeling approach opens the door to the in silico design of next-generation adsorbents with potentially superior efficiency and selectivity for uranium over vanadium in seawater.},
doi = {10.1021/acsami.7b17031},
journal = {ACS Applied Materials and Interfaces},
number = 15,
volume = 10,
place = {United States},
year = {Tue Mar 27 00:00:00 EDT 2018},
month = {Tue Mar 27 00:00:00 EDT 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 45 works
Citation information provided by
Web of Science

Figures / Tables:

Table 1 Table 1: Summary of experimental conditions for the pH-dependent adsorption studies.

Save / Share:

Works referenced in this record:

Extraction of Uranium from Sea Water
journal, September 1964

  • Davies, R. V.; Kennedy, J.; McILROY, R. W.
  • Nature, Vol. 203, Issue 4950
  • DOI: 10.1038/2031110a0

Actinide Carbonte Complexes and Their Importance in Actinide Environmental Chemistry
journal, January 1995

  • Clark, David L.; Hobart, David E.; Neu, Mary P.
  • Chemical Reviews, Vol. 95, Issue 1
  • DOI: 10.1021/cr00033a002

A comparison of three methods of determining the concentration of uranium in sea water
journal, January 1960


Coordination chemistry in the ocean
journal, February 2014


Extraction of uranium from seawater by polymer-bound macrocyclic hexaketone
journal, August 1979

  • Tabushi, Iwao; Kobuke, Yoshiaki; Nishiya, Takako
  • Nature, Vol. 280, Issue 5724
  • DOI: 10.1038/280665a0

Uranium recovery from industrial effluent by ion exchange—column experiments
journal, November 2005


Studies on membrane stability and recovery of uranium (VI) from aqueous solutions using a liquid emulsion membrane process
journal, April 2002


Determination of arsenic, molybdenum, uranium, and vanadium in seawater by by neutron activation analysis after preconcentration by colloid flotation
journal, April 1983

  • Murthy, R. S. Shreedhara.; Ryan, Douglas E.
  • Analytical Chemistry, Vol. 55, Issue 4
  • DOI: 10.1021/ac00255a023

Adsorption and elution in hollow-fiber-packed bed for recovery of uranium from seawater
journal, January 1991

  • Takeda, Toshiya; Saito, Kyoichi; Uezu, Kazuya
  • Industrial & Engineering Chemistry Research, Vol. 30, Issue 1
  • DOI: 10.1021/ie00049a027

Cost Estimation of Uranium Recovery from Seawater with System of Braid Type Adsorbent [モール状捕集システムによる海水ウラン捕集のコスト試算]
journal, January 2006

  • Tamada, Masao; Seko, Noriaki; Kasai, Noboru
  • Transactions of the Atomic Energy Society of Japan, Vol. 5, Issue 4
  • DOI: 10.3327/taesj2002.5.358

Present Status of Study on Extraction of Uranium from Sea Water
journal, January 1984


Uptake of Uranium from Seawater by Amidoxime-Based Polymeric Adsorbent: Field Experiments, Modeling, and Updated Economic Assessment
journal, March 2014

  • Kim, Jungseung; Tsouris, Costas; Oyola, Yatsandra
  • Industrial & Engineering Chemistry Research, Vol. 53, Issue 14
  • DOI: 10.1021/ie4039828

Novel poly(imide dioxime) sorbents: Development and testing for enhanced extraction of uranium from natural seawater
journal, August 2016


Recovery of Uranium from Seawater: A Review of Current Status and Future Research Needs
journal, January 2013


Fractional Elution and Determination of Uranium and Vanadium Adsorbed on Amidoxime Fiber from Seawater.
journal, January 2000

  • Suzuki, Toshihiro; Saito, Kyoichi; Sugo, Takanobu
  • Analytical Sciences, Vol. 16, Issue 4
  • DOI: 10.2116/analsci.16.429

Extracting Uranium from Seawater: Promising AF Series Adsorbents
journal, November 2015

  • Das, S.; Oyola, Y.; Mayes, Richard T.
  • Industrial & Engineering Chemistry Research, Vol. 55, Issue 15
  • DOI: 10.1021/acs.iecr.5b03136

Characterization and Testing of Amidoxime-Based Adsorbent Materials to Extract Uranium from Natural Seawater
journal, December 2015

  • Kuo, Li-Jung; Janke, Christopher J.; Wood, Jordana R.
  • Industrial & Engineering Chemistry Research, Vol. 55, Issue 15
  • DOI: 10.1021/acs.iecr.5b03267

Characteristics of uranium adsorption by amidoxime membrane synthesized by radiation-induced graft polymerization
journal, December 1987


Density‐functional thermochemistry. III. The role of exact exchange
journal, April 1993

  • Becke, Axel D.
  • The Journal of Chemical Physics, Vol. 98, Issue 7, p. 5648-5652
  • DOI: 10.1063/1.464913

Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density
journal, January 1988


Universal Solvation Model Based on Solute Electron Density and on a Continuum Model of the Solvent Defined by the Bulk Dielectric Constant and Atomic Surface Tensions
journal, May 2009

  • Marenich, Aleksandr V.; Cramer, Christopher J.; Truhlar, Donald G.
  • The Journal of Physical Chemistry B, Vol. 113, Issue 18, p. 6378-6396
  • DOI: 10.1021/jp810292n

Predicting Stability Constants for Uranyl Complexes Using Density Functional Theory
journal, March 2015


Assessing ligand selectivity for uranium over vanadium ions to aid in the discovery of superior adsorbents for extraction of UO 2 2+ from seawater
journal, January 2016

  • Ivanov, Alexander S.; Bryantsev, Vyacheslav S.
  • Dalton Transactions, Vol. 45, Issue 26
  • DOI: 10.1039/c6dt01752e

Experiments and Modeling of Uranium Uptake by Amidoxime-Based Adsorbent in the Presence of Other Ions in Simulated Seawater
journal, December 2015

  • Ladshaw, A. P.; Das, S.; Liao, W. -P.
  • Industrial & Engineering Chemistry Research, Vol. 55, Issue 15
  • DOI: 10.1021/acs.iecr.5b03456

MINEQL+: A software environment for chemical equilibrium modeling
journal, January 1992


An ion-binding model for ionic surfactant adsorption at aqueous-fluid interfaces
journal, August 1996


Vacancy solution theory of adsorption using Flory-Huggins activity coefficient equations
journal, February 1985


Multicomponent adsorption equilibria of nonideal mixtures
journal, August 1986


The Electrical Double Layer and the Theory of Electrocapillarity.
journal, December 1947


van der Waals Volumes and Radii
journal, March 1964

  • Bondi, A.
  • The Journal of Physical Chemistry, Vol. 68, Issue 3, p. 441-451
  • DOI: 10.1021/j100785a001

Jacobian-free Newton–Krylov methods: a survey of approaches and applications
journal, January 2004


Fine Fibrous Amidoxime Adsorbent Synthesized by Grafting and Uranium Adsorption–Elution Cyclic Test with Seawater
journal, January 2004

  • Seko, Noriaki; Katakai, Akio; Tamada, Masao
  • Separation Science and Technology, Vol. 39, Issue 16
  • DOI: 10.1081/ss-200042997

Amidoximes as ligand functionalities for braided polymeric materials for the recovery of uranium from seawater
journal, April 2016


Sequestering uranium from seawater: binding strength and modes of uranyl complexes with glutarimidedioxime
journal, January 2012

  • Tian, Guoxin; Teat, Simon J.; Zhang, Zhiyong
  • Dalton Transactions, Vol. 41, Issue 38
  • DOI: 10.1039/c2dt30978e

Origin of the unusually strong and selective binding of vanadium by polyamidoximes in seawater
journal, November 2017

  • Ivanov, Alexander S.; Leggett, Christina J.; Parker, Bernard F.
  • Nature Communications, Vol. 8, Issue 1
  • DOI: 10.1038/s41467-017-01443-1

Structural and spectroscopic studies of a rare non-oxido V( v ) complex crystallized from aqueous solution
journal, January 2016

  • Leggett, C. J.; Parker, B. F.; Teat, S. J.
  • Chemical Science, Vol. 7, Issue 4
  • DOI: 10.1039/c5sc03958d

Scientific Basis for Efficient Extraction of Uranium from Seawater, II: Fundamental Thermodynamic and Structural Studies
journal, December 2015

  • Leggett, Christina J.; Endrizzi, Francesco; Rao, Linfeng
  • Industrial & Engineering Chemistry Research, Vol. 55, Issue 15
  • DOI: 10.1021/acs.iecr.5b03688

Works referencing / citing this record:

3D hierarchical porous amidoxime fibers speed up uranium extraction from seawater
journal, January 2019

  • Xu, Xiao; Zhang, Hongjun; Ao, Junxuan
  • Energy & Environmental Science, Vol. 12, Issue 6
  • DOI: 10.1039/c9ee00626e

One-pot synthesis of multi-functional and environmental friendly tannic acid polymer with Fe3+ and formaldehyde as double crosslinking agents for selective removal of cation pollutants
journal, September 2019

  • Zhang, Mingming; Zhang, Shengxiao; Liu, Xingxing
  • Environmental Science and Pollution Research, Vol. 26, Issue 31
  • DOI: 10.1007/s11356-019-06297-2

Siderophore-inspired chelator hijacks uranium from aqueous medium
journal, February 2019

  • Ivanov, Alexander S.; Parker, Bernard F.; Zhang, Zhicheng
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-019-08758-1

Siderophore-inspired chelator hijacks uranium from aqueous medium
journal, February 2019

  • Ivanov, Alexander S.; Parker, Bernard F.; Zhang, Zhicheng
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-019-08758-1