Research on a novel γ-ray spectrum analysis method for low- and intermediate-level radioactive solid waste in nuclear power plants
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Accurate nuclide identification in γ-spectrum analysis of low- and intermediate-level radioactive waste with high-purity germanium detectors necessitates initial forced fitting with a nuclide library, yet inaccuracies in library data may lead to misidentification and missing nuclides. To this end, background clipping strategies were hereby analyzed, and a novel deconvolution spectrum analysis method was proposed, which utilized continuous wavelet transform for peak searching and Gaussian first-order derivative quadratic convolution for calculating peak width. Furthermore, to effectively realize the nuclide identification and peak area calculation, a response filter function model was established through the peak shape calibration. By eliminating the need for nuclide library parameter settings prior to overlapping peak separation, the issue of inaccurate matching arising from reliance on the precision of the nuclide library was addressed. Moreover, spectrum analysis experiments were carried out on standard point sources and 200 L drums, and the results were compared and analyzed using GammaVision. Compared to the GammaVision results set by the accurate nuclide library, the area error of strong peaks decreased from 27.5 % to 4.82 %, while that of weak peaks witnessed a decline from 49.98 % to 27.5 %. Finally, the accuracy of the proposed method was verified using the Pakistan Nuclear Library
Abstract
Accurate nuclide identification in γ-spectrum analysis of low- and intermediate-level radioactive waste with high-purity germanium detectors necessitates initial forced fitting with a nuclide library, yet inaccuracies in library data may lead to misidentification and missing nuclides. To this end, background clipping strategies were hereby analyzed, and a novel deconvolution spectrum analysis method was proposed, which utilized continuous wavelet transform for peak searching and Gaussian first-order derivative quadratic convolution for calculating peak width. Furthermore, to effectively realize the nuclide identification and peak area calculation, a response filter function model was established through the peak shape calibration. By eliminating the need for nuclide library parameter settings prior to overlapping peak separation, the issue of inaccurate matching arising from reliance on the precision of the nuclide library was addressed. Moreover, spectrum analysis experiments were carried out on standard point sources and 200 L drums, and the results were compared and analyzed using GammaVision. Compared to the GammaVision results set by the accurate nuclide library, the area error of strong peaks decreased from 27.5 % to 4.82 %, while that of weak peaks witnessed a decline from 49.98 % to 27.5 %. Finally, the accuracy of the proposed method was verified using the Pakistan Nuclear Library
참고문헌 (45)
- Interim storage of radioactive waste packages, , International Atomic Energy Agency, 390~ (1998)
- H. Yang, "Transmission reconstruction algorithm by combining maximumlikelihood expectation maximization and a convolutional neural network for radioactive drum characterization", Appl. Radiat. Isot, 184, pp.110172~ (2022)[DOI]
- "Classification of radioactive waste, in: General Safety Guides, No. GSG-1" (2009)[URL]
- J. S. Hansen, "Application Guide to Tomographic Gamma Scanning of Uranium and Plutonium", 57~
- Test Method for Nondestructive Assay of Special Nuclear Material in Low-Density Scrap and Waste by Segmented Passive Gamma-Ray Scanning, "C26 Committee", ASTM International, ~
- C26 Committee, "Nondestructive Assay of Radioactive Material by Tomographic Gamma Scanning", ~
- Terminology of C26.10 Nondestructive Assay Methods, "C26 Committee", ASTM International, ~
- Mona M. Gouda, "Calibration of well-type NaI(Tl)detector using a point sources measured out the detector well at different axial distances", J. Instrum, 10, pp.P03022~ (2015)
- Ahmed M. El-Khatib, "New analytical approach to calibrate the NaI (Tl) detectors using spherical radioactive sources", Radiat. Protect. Dosim, 156(1), pp.109~117 (2013)
- Mohamed Badawi, "Calibration of 4π NaI(Tl)detectors with coincidence summing correction using new numerical procedure and ANGLE4 software", AIP Adv, 7, pp.035005~ (2017)
- Ahmed M. El-Khatib, "Abbas,Welltype NaI(Tl) detector efficiency using analytical technique and ANGLE 4 software based on radioactive point sources located out the well cavity", Chin. J. Phys, 54(3), pp.338~346 (2016)
- J. L. Parker, "The Use of Calibration Standards and the Correction for Sample SelfAttenuation in Gamma-Ray Nondestructive Assay", 35~
- "EN ISO 19017, Guidance for gamma spectrometry measurement of radioactive waste (ISO 19017:2015)" (2017)[URL]
- H. Yang, "A novel method for gamma spectrum analysis of low-level and intermediate-level radioactive waste", Nucl. Sci. Tech, 34(6), pp.87~ (2023)[DOI]
- H. Yang, "Research on the CdZnTe γspectrum analysis based on an intelligent dynamic library", J. Radioanal. Nucl. Chem (2023)[DOI]
- S.J. Bell, "A comparison of emerging gamma detector technologies for airborne radiation monitoring", J. Phys.: Conf. Ser, 763, pp.012010~ (2016)[DOI]
- D. N. Grozdanov, "Semi-empirical gamma-ray response function of BGO, NaI (Tl) and LaBr 3 (Ce) scintillation detectors, Nucl. Instrum", Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip, 1014, pp.165741~ (2021)[DOI]
- Mona M. Gouda, "Mathematical method to calculate full-energy peak efficiency of detectors based on transfer technique", Indian J. Phys, 90, pp.201~210 (2016)
- Mohamed S. Badawi, "New numerical simulation approach to calibrate the NaI(Tl)detectors array using non-axial extended spherical sources", J. Instrum, 8, pp.11005~ (2013)
- Abouzeid Thabet, "Experimental verification of gammaefficiency calculations for scintillation detectors in ANGLE 4 software", Nucl. Technol. Radiat. Protect, 30, pp.35~46 (2015)
- M. S. Badawi, "Characterization of the efficiency of a cubic NaI detector with rectangular cavity for axially positioned sources", J. Instrum, 15(2), pp.P02013~ (2020)
- Mohamed Badawi, "A numerical simulation method for calculation of linear attenuation coefficients of unidentified sample materials in routine gamma ray spectrometry", Nucl. Technol. Radiat. Protect, 30, pp.249~259 (2015)
- G. F. Knoll, "Radiation Detection and Measurement" (2010), John Wiley
- "PART 61—LICENSING REQUIREMENTS FOR LAND DISPOSAL OF RADIOACTIVE WASTE"[URL]
- M.A. Mariscotti, "A method for automatic identification of peaks in the presence of background and its application to spectrum analysis", Nucl. Instrum. Methods, 50(2), pp.309~320 (1967)[DOI]
- I.A. Slavi´c, "A simple method for full automatic gamma-ray spectra analysis", Nucl. Instrum. Methods, 84(2), pp.261~268 (1970)[DOI]
- A. Robertson, "An automatic peak-extraction technique", Nucl. Instrum. Methods, 100(2), pp.317~324 (1972)[DOI]
- I.A. Slavi´c, "Automatic analysis of gamma-ray spectra", Nucl. Instrum. Methods, 112(1–2), pp.253~260 (1973)[DOI]
- H.P. Blok, "A new peak search method for an automatic spectrum analysis program", Nucl. Instrum. Methods, 128(3), pp.545~556 (1975)[DOI]
- C.J. Sullivan, "Wavelet analysis of gamma-ray spectra", IEEE Symposium Conference Record Nuclear Science 2004, pp.281~286 (2004), IEEE
- S.M. Galib, "A comparative study of machine learning methods for automated identification of radioisotopes using NaI gammaray spectra", Nucl. Eng. Technol, 53(12), pp.4072~4079 (2021)[DOI]
- C. Teke, "Prediction of gamma ray spectrum for 22Na source by feed forward back propagation ANN model", Radiat. Phys. Chem, 202, pp.110558~ (2023)[DOI]
- Miroslav Morh´aˇc, "Efficient one- and two-dimensional gold deconvolution and its application to γ-ray spectra decomposition", Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip, 401(2–3), pp.385~408 (1997)[DOI]
- IAEA, "IAEA Intercomparison of Software Packages", ~ (1998)
- "Genie 2000 operations manual"[URL]
- M. Kashiwagi, "ISO standardization of the scaling factor method for low- and intermediate level radioactive wastes generated at nuclear power plants", 11th International Conference on Environmental Remediation and Radioactive Waste Management, Parts A and B, pp.625~629 (2007), ASMEDC
- C.G. Ryan, "SNIP, a statisticssensitive background treatment for the quantitative analysis of PIXE spectra in geoscience applications", Nucl. Instrum. Methods Phys. Res. Sect. B Beam Interact. Mater. Atoms, 34(3), pp.396~402 (1988)[DOI]
- M. Morh´aˇc, "Peak clipping algorithms for background estimation in spectroscopic data", Appl. Spectrosc, 62(1), pp.91~106 (2008)[DOI]
- P. Bury, "Wavelet analysis of X-ray spectroscopic data Part I. The method", Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip, 383(2–3), pp.572~588 (1996)[DOI]
- C.J. Sullivan, "Wavelet analysis of sodium iodide spectra", IEEE Nuclear Science Symposium Conference Record, 2005, Wyndham El Conquistador Resort, pp.302~306 (2005), IEEE
- M. Liu, "An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system", Chemometr. Intell. Lab. Syst, 182, pp.1~8 (2018)[DOI]
- "IEC 61453:2007 Nuclear instrumentation - scintillation gamma ray detector systems for the assay of radionuclides - calibration androutine testsIEC 61453:2007| IEC Webstore"[URL]
- M. Morh´aˇc, "Deconvolution methods and their applications in the analysis of -ray spectra", Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip, 559(1), pp.119~123 (2006)[DOI]
- Miroslav Morh´aˇc, "High-resolution boosted deconvolution of spectroscopic data", J. Comput. Appl. Math, 235(6), pp.1629~1640 (2011)[DOI]
- H. Yang, "Research on the γspectrum-unfolding method of low- and intermediate-level radioactive waste based on LaBr3(Ce) detector", Radiat. Phys. Chem, pp.110841~ (2023)[DOI]
