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Evaluation of MUF uncertainty based on GUM method for benchmark bulk handling facility

  • Hyun Cheol Lee (Korea Institute of Nuclear Nonproliferation and Control) ;
  • Jung Youn Choi (Korea Institute of Nuclear Nonproliferation and Control) ;
  • Hana Seo (Korea Institute of Nuclear Nonproliferation and Control) ;
  • Hyun Ju Kim (Korea Institute of Nuclear Nonproliferation and Control) ;
  • Yewon Kim (Korea Institute of Nuclear Nonproliferation and Control) ;
  • Haneol Lee (Korea Institute of Nuclear Nonproliferation and Control)
  • Received : 2023.09.06
  • Accepted : 2024.02.29
  • Published : 2024.08.25

Abstract

The Republic of Korea is performing independent national inspections under the IAEA's State System of Accounting for and Control (SSAC), and developing an evaluation methodology for the material unaccounted for (MUF) to reinforce capabilities with the purpose of assessment for the accounting system of the facility handling bulk nuclear materials. In relation to this, a new approach for MUF evaluation was proposed in this study based on the guide to the expression of uncertainty in measurement (GUM). Both the conventional MUF evaluation method and the GUM method were applied to a hypothetical list of inventory items including material balance. Considering the ease of uncertainty propagation according to the GUM, it was assumed that independent uncertainty factors correspond to random factors, while correlated uncertainty factors correspond to systematic factors. The total MUF uncertainties were similar for both methods; however, it was verified that some uncertainties were affected by the measurement procedure in the GUM method. Furthermore, the GUM method was found to be more conducive to conducting a factor analysis for the MUF uncertainty. It was therefore concluded that application of the GUM approach could be beneficial in cases of national safeguard inspections where factor analysis is required for MUF assessment.

Keywords

Acknowledgement

This work was supported by the Nuclear Safety Research Program through the Korea Foundation Of Nuclear Safety (KoFONS) using financial resource granted by the Nuclear Safety and Security Commission (NSSC) of the Republic of Korea. (No. 2106015).

References

  1. Subparagraph 8 of Article 4 of Regulations on the Safeguards Inspection of Special Nuclear Materials of the ROK, NSSC Notification No. 2017-83, 2017. https://www.law.go.kr/LSW/admRulInfoP.do?admRulSeq=2100000107649 (Written in Korean).
  2. IAEA, IAEA Safeguards Technical Manual: Part F, Statistical Concepts and Techniques Vol. vol. 3, IAEA-TECDOC-261, March, 1982. https://www.iaea.org/publications/512/iaea-safeguards-technical-manual-part-f-statistical-concepts-andtechnique-vol3.
  3. H. Lee et al., Statistical Evaluation of the Uncertainty of the Material Unaccounted for (MUF), IAEA-CN303-022, IAEA Safeguards Symposium 2022. https://inis.iaea.org/search/search.aspx?orig_q=RN:54089303.
  4. IAEA, International Target Values 2010 for Measurement Uncertainties in Safeguarding Nuclear Materials, 2010. IAEA-STR-368, https://www-pub.iaea.org/MTCD/Publications/PDF/SVS-21_web.pdf.
  5. IAEA, Statistical Concepts and Techniques for IAEA Safeguards Version No. 5, IAEA-SG-PR-2016, 1998. CD-ROM.
  6. A. Oscar, et al., Statistical error model-based and GUM-based analysis of measurement uncertainties in nuclear safeguards-a reconciliation, ESARDA Bull. 64 (1) (2022) 10-29. https://nucleus.iaea.org/sites/connect/ITVpublic/Resources/Statistical%20error%20model-based%20and%20GUM-based%20analysis%20of%20measurement%20uncertainties%20in%20nuclear%20safeguards%20%E2%80%93%20a%20reconciliation.pdf.
  7. ISO, Uncertainty of Measurement-Guide to the Expression of Uncertainty in Measurement ISO/IEC Guide 98-3, 2008. https://www.iso.org/standard/50461.html#lifecycle.