Skip to main content
Log in

Adsorption and separation effects of typical metal nuclides on the WS2 surface: a DFT study

  • Research
  • Published:
Theoretical Chemistry Accounts Aims and scope Submit manuscript

Abstract

The fission products brought about by the growth of nuclear energy is increasing, and their radioactivity will seriously jeopardize human health and pollute the environment. The recycling of radioactive materials has become a problem that needs to be solved nowadays. In this paper, we simulate the adsorption behaviors of typical fission products Cs, Sr, and Co on the surface of WS2 based on first-principle study. 3 × 3 supercell is selected by convergence test and calculate and compare the parameters of adsorption sites, adsorption energy, and charge transfer. At the microelectronic level, we analyze the interactions of WS2 with the three nuclides in detail. In addition, the effect of temperature on the adsorption rate of each nuclide on the WS2 surface is further evaluated by empirical equations. The results show that fissionable metal nuclides tend to be located at the top of the metal atoms of two-dimensional transition metal sulfides (top site of the W atom of WS2), and Co, moreover, has a much larger adsorption energy than that of Cs and Sr due to its binding to W in a form similar to covalent bonds. Moreover, under high temperature conditions, WS2 is more favorable for selecting Co and separating it from Cs and Sr. WS2 is expected to be an excellent material for the separation and recovery of radionuclide Co.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  1. Buesseler K, Aoyama M, Fukasawa M (2011) Impacts of Fukushima nuclear power plants on marine radioactivity. Environ Sci Technol 45:9931–9935

    Article  CAS  PubMed  Google Scholar 

  2. International Atomic Energy Agency, Fuel performance and fission product behaviour in gas-cooled reactors (1997), IAEA-TECDOC-978.

  3. Sun YB, Yang ST, Sheng GD, Guo ZQ, Tan XL, Xu JZ, Wang XK (2011) Comparison of U(VI) removal from contaminated groundwater by nanoporous alumina and non-nanoporous alumina. Sep Purif Technol 83:196–203

    Article  Google Scholar 

  4. Duff MC, Coughlin JU, Hunter DB (2002) Uranium co-precipitation with iron oxide minerals. Geochim Cosmochim Acta 66:3533–3547

    Article  CAS  Google Scholar 

  5. Zhou N, Qin Y, Liu WG, Wu XJ, Cheng JJ (2022) Density functional theory investigation of Cs, Co and Ag separation by functionalised graphene membrane. Mol Phys 120:e2137067

    Article  Google Scholar 

  6. Ding CC, Cheng WC, Sun YB, Wang XK (2015) Effect of Bacillus subtilis on the reduction of U(VI) by nano-Fe0. Geochim Cosmochim Acta 165:86–107

    Article  CAS  Google Scholar 

  7. Zhou N, Qin Y, Tan J, Cheng JJ, He SX, Li H, Wu XJ (2022) Adsorption properties of radionuclides on BC3: the first principles study. Mol Phys 120:e2091050

    Article  Google Scholar 

  8. Zhou N, Qin Y, Zhang Y, Wu FH, Yu WT, Tan J, Cheng JJ, Wu XJ (2023) The ability of BC3 to remove Cs from nuclear wastewater. Int J Quantum Chem 123:e27072

    Article  CAS  Google Scholar 

  9. Lin JY, Ye WY, Huang J, Borrego R, Marian-Cornel B, Greydanus B, Balta S, Shen J, Vlad M, Sotto A, Luis P, Vander Bruggen B (2015) Toward resource recovery from textile wastewater: dye extraction, water and base/acid regeneration using a hybrid NF-BMED process. ACS Sustain. Chem. Eng. 3:1993–2001

    Article  CAS  Google Scholar 

  10. Novoselov KS, Fal’ko VI, Colombo L, Gellert PR, Schwab MG, Kim K (2012) A roadmap for graphene. Nature 490:192–200

    Article  CAS  PubMed  Google Scholar 

  11. Wang QH, Kalantar-Zadeh K, Kis A, Coleman JN, Strano MS (2012) Electronics and optoelectronics of two-dimensional transition metal dichalcogenides. Nat Nanotechnol 7:699–712

    Article  CAS  PubMed  Google Scholar 

  12. Yu SJ, Tang H, Zhang D, Wang SQ, Qiu MQ, Song G, Fu D, Hu BW, Wang XK (2022) MXenes as emerging nanomaterials in water purification and environmental remediation. Sci Tota l Environ 811:152280

    Article  CAS  Google Scholar 

  13. Yu SJ, Pang HW, Huang SY, Tang H, Wang SQ, Qiu MQ, Chen ZS, Yang H, Song G, Fu D, Hu BW, Wang XX (2021) Recent advances in metal-organic framework membranes for water treatment: a review. Sci Total Environ 800:149662

    Article  CAS  PubMed  Google Scholar 

  14. Duru I, Ege D, Kamali A (2016) Graphene oxides for removal of heavy and precious metals from wastewater. J Mater Sci 51:6097

    Article  CAS  Google Scholar 

  15. Papageorgopoulos CA, Kamaratos M, Papageorgopoulos A (1992) Adsorption of Cs on WSe2 van der Waals surfaces: temperature and sputter effects on growth properties. Surf Sci 275:314–322

    Article  CAS  Google Scholar 

  16. Komesu T, Le D, Tanabe I, Schwier EF, Kojima Y, Zheng M, Taguchi K, Miyamoto K, Okuda T, Iwasawa H, Shimada K, Rahman TS, Dowben PA (2017) Adsorbate doping of MoS2 and WSe2: the influence of Na and Co. J Phys-Condens Mat 29:285501

    Article  Google Scholar 

  17. Zhang Z, Zhao Q, Huang M, Zhang XD, Ouyang XP (2019) Chemisorption of metallic radionuclides on a monolayer MoS2 nanosheet. Nanoscale Adv 1:114–121

    Article  CAS  PubMed  Google Scholar 

  18. Zhao Q, Zhang Z, Ouyang XP (2018) Adsorption of radionuclides on the monolayer MoS2. Mater Res Express 5:045506

    Article  Google Scholar 

  19. Zhang Z, Zhao Q, Chen K, Huang M, Ouyang XP (2020) Effects of phase, strain, pressure, vacancy, and doping on the adsorption of metallic radionuclides on monolayer 2H-MoS2. Adsorption 26:521–535

    Article  CAS  Google Scholar 

  20. Zhang Z, Chen K, Zhao Q, Huang M, Ouyang XP (2021) Comparative adsorption of heavy metal ions in wastewater on monolayer molybdenum disulfide. Green Energy Environ 6:751–758

    Article  CAS  Google Scholar 

  21. Chen D, Zhang X, Xiong H, Li Y, Tang J, Xiao S, Zhang D (2019) A first-principles study of the SF6 decomposed products adsorbed over defective WS2 monolayer as promising gas sensing device, device and materials reliability. IEEE Trans 3(19):473–483

    Google Scholar 

  22. Li X, Li X, Li Z, Wang J, Zhang J (2017) WS2 nanoflakes based selective ammonia sensors at room temperature. Sens Actuators B Chem 240:273–277

    Article  CAS  Google Scholar 

  23. Ma X, Hu J, Zheng M, Li D, Lv H, He H, Huang C (2019) N2 reduction using single transition-metal atom supported on defective WS2 monolayer as promising catalysts: a DFT study. Appl Surf Sci 489(30):684–692

    Article  CAS  Google Scholar 

  24. Zhang XX, Wang JC, Chen DC, Liu L (2021) The adsorption performance of harmful gas on Cu doped WS2: a first-principle study. Mater Today Commun 28:102488

    Article  CAS  Google Scholar 

  25. Xu WY (2016) Electronic structures and magnetic properties of co-adsorbed monolayer WS2. J Mater Sci Chem Eng 4:32–41

    CAS  Google Scholar 

  26. Zhou N, Cheng GD, Tan J, Cheng JJ, Zhang Y, Wu FH, Wu XJ (2023) Adsorption of radon on transition metal functionalized graphene monolayer with external effects. Colloid Surface A 674:131881

    Article  CAS  Google Scholar 

  27. Hohenberg P, Kohn W (1964) Inhomogeneous electron gas. Phys Rev 136:B864–B871

    Article  Google Scholar 

  28. Kresse G, Hafner J (1993) Ab initio molecular dynamics for liquid metals. Phys Rev B 47:558–561

    Article  CAS  Google Scholar 

  29. Gangwar R, Pandey D, Kancharlapalli S, Raychaudhuri D, Chakrabarti A, Banerjee A, Ghanty TK (2021) Ab initio study of adsorption of fission gas atoms Xe and Kr on MoS2 monolayer functionalized with 3d transition metals. J Phys Chem C 125:1493–1508

    Article  CAS  Google Scholar 

  30. Kresse G, Joubert D (1999) From ultrasoft pseudopotentials to the projector augmented-wave method. Phys Rev B 59:1758

    Article  CAS  Google Scholar 

  31. Perdew JP, Burke K, Ernzerhof M (1998) Perdew, burke, and ernzerhof reply. Phys Rev Lett 80:891

    Article  CAS  Google Scholar 

  32. Grimme S, Ehrlich S, Goerigk L (2011) Effect of the damping function in dispersion corrected density functional theory. J Comput Chem 32:1456–1465

    Article  CAS  PubMed  Google Scholar 

  33. Luo XF, Fang C, Li X, Lai WS, Sun LF, Liang TX (2013) Study of interaction between radioactive nuclides and graphite surface by the first-principles and statistic physics. Appl Surf Sci 285(278):286

    Google Scholar 

  34. Koichi M, Fujio I (2011) VESTA 3 for three-dimensional visualization of crystal, volumetric and morphology data. J Appl Cryst 41:653–658

    Google Scholar 

Download references

Funding

This work was sponsored by Qing Lan Project of Jiangsu Province of China, and also supported by the Project of Scientific and Technical Supporting Programs of Changzhou (Grant No. CE20235040).

Author information

Authors and Affiliations

Authors

Contributions

The corresponding author prepared manuscript and performed calculations. Other authors contributed in analyzing the DFT results and reviewing the manuscript.

Corresponding author

Correspondence to Haifei Chen.

Ethics declarations

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, H., Chen, Y., Cui, Y. et al. Adsorption and separation effects of typical metal nuclides on the WS2 surface: a DFT study. Theor Chem Acc 143, 32 (2024). https://doi.org/10.1007/s00214-024-03108-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00214-024-03108-x

Keywords

Navigation