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Article

McCARD Criticality Benchmark Analyses with Various Evaluated Nuclear Data Libraries

1
Department of Nuclear Engineering, Kyung Hee University, Yongin 17104, Korea
2
King Abdullah City for Atomic and Renewable Energy, Riyadh 12244, Saudi Arabia
3
Korea Atomic Energy Research Institute, Daejeon 34057, Korea
*
Author to whom correspondence should be addressed.
Energies 2022, 15(18), 6852; https://doi.org/10.3390/en15186852
Submission received: 3 September 2022 / Revised: 13 September 2022 / Accepted: 14 September 2022 / Published: 19 September 2022

Abstract

:
International Criticality Safety Benchmark Evaluation Project (ICSBEP) criticality analyses were conducted using the McCARD Monte Carlo code for 85 selected benchmark problems with 7 evaluated nuclear data libraries (ENDLs): ENDF/B-VII.1, ENDF/B-VIII.0, JENDL-4.0, JENDL-5.0, JEFF-3.3, TENDL-2021, and CENDL-3.2. Regarding the analyses, it was confirmed that the keff results are sensitive to the ENDL. It is noted that the new-version ENDLs show better performance in the fast benchmark cases, while on the other hand, there are no significant differences in keff among the different ENDLs in the thermal benchmark cases. The sensitivity of the keff results depending on the ENDL may impact nuclear core design parameters such as the shutdown margin, critical boron concentration, and power defects. This study and keff results will be a good reference in the development of new types of nuclear cores or new design codes.

1. Introduction

In various nuclear engineering applications, atomic and nuclear data are widely used as important and critical inputs to solve particle transport balance equations. Many research institutes have provided the nuclear data as evaluated nuclear data libraries (ENDLs) in a traditional ENDF-6 (evaluated nuclear data file) format, which are processed from measurements, compilations, and evaluations. The ENDF-6 format includes general information, resonance parameter data, reaction cross section, angular distribution, and their covariance data. The Cross Section Evaluation Working Group, organized by the United States (i.e., Brookhaven, Oak Ridge, and Argonne national Laboratories) and international nuclear societies, has released ENDF/B ENDLs. Among the versions in this series, ENDF/B-VII.1 [1] is widely used in particle transport simulation codes for nuclear reactor physics and core design analysis. An up-to-date version ENDF/B-VIII.0 [2], was released in February 2018. This version includes new evaluation data of the six nuclides (i.e., 1H, 16O, 56Fe, 235U, 238U, 239Pu) from the CIELO (Collaborative International Evaluation Library Organization) project. At the time of release, the neutron-reaction evaluation data for 557 materials in ENDF/B-VIII.0 were totally new or partially updated, including improved thermal neutron scattering data. Meanwhile, the Japan Atomic Energy Research Institute and Japanese Nuclear Data Committee (JNDC) have been continuously providing a series of Japanese Evaluated Nuclear Data Libraries (JENDLs), including JENDL-4.0 [3] released in May 2010 and an up-to-date version JENDL-5.0 [4] released in December 2021. In JENDL-5.0, the number of neutron sub-libraries was increased from 406 to 795 and the energy region was extended from 20 MeV to 200 MeV. Otherwise, the OECD (Organization for Economic Cooperation and Development)/NEA (Nuclear Energy Agency) Data Bank has coordinated the Joint Evaluated Fission and Fusion (JEFF) ENDL development for the last 35 years. Released in November 2017 JEFF-3.3 [5] provided 562 evaluations for neutron reactions. In another example, the Paul Scherrer Institute (PSI) and International Atomic Energy Agency nuclear data section developed a series of TENDL ENDLs. TENDL [6] provides the outputs of the TALYS code [7] to analyze and predict nuclear reactions. The latest version, TENDL-2021, provides 2813 evaluations for neutron reactions while ENDF/B-VIII.0 has 557 isotopic data files. And as a final example, the China Nuclear Data Center has released a series of Chinese general purpose Evaluated Nuclear Data Library (CENDL). CENDL-3.2 [8] is the latest release of CENDL, which has ENDF-6 formatted neutron reactions for 272 isotopes.
As stated above, a variety of ENDLs have been released and continuously updated by their providers around the world for use in various nuclear physics research and applications. To validate the newly developed ENDLs, the integral testing work has been performed using various benchmark problems. The International Criticality Safety Benchmark Evaluation Project (ICSBEP) [9] is one of the representative integral testing programs from critical experiments. The ICSBEP criticality analysis problems were classified by various fuel types and system spectrums. The ICSBEP handbook provides an overview of experiments, benchmark specifications, and some results for sample calculations by KENO-V in the SCALE code package [10], MCNP [11], and ONEDANT/TWODANT in the DANTSYS code package [12]. There are many studies and results for the ICSBEP benchmark problems with various ENDLs [13,14,15,16].
Recently, the Korea Atomic Energy Research Institute (KAERI) and King Abdullah City for Atomic and Renewable Energy (K.A.CARE) established the KAERI-K.A.CARE joint R&D center at KAERI to continue effective and close cooperation for the establishment of the National Nuclear Laboratory in Saudi Arabia. This center has carried out various joint R&D programs, an example of which is a project called “Application of a Monte-Carlo Neutron/Photon Transport Simulation Code for Advanced Shielding Design of Nuclear Reactors”. The main goal of this project is to train K.A.CARE engineers in a nuclear core shielding design analysis and to validate the McCARD [17] Monte Carlo (MC) code to be used for the advanced shielding design and analyses of new-type reactors. To validate the capability of the McCARD code for criticality analyses, KAERI and K.A.CARE engineers performed criticality analyses with the McCARD code and the up-to-date ENDLs.
In this study, seven ENDLs—ENDF/B-VII.1, ENDF/B-VIII.0, JENDL-4.0, JENDL-5.0, JEFF-3.3, TENDL-2021, and CENDL-3.2—were tested and examined by performing McCARD criticality analyses for selected ICSBEP benchmark problems. Section 2 briefly describes the configuration of the selected ICSBEP problems for criticality analysis and explains how to generate the continuous energy cross section from the raw ENDLs. Section 3 presents the results of the ICSBEP criticality analyses calculated by the McCARD MC code with the various ENDLs. The results are provided by categorizing the fuel fissile isotopes, fuel form, and system spectrum. A summary and conclusions are given in Section 4.

2. Evaluated Nuclear Data Libraries and ICSBEP Benchmarks for Criticality Analyses

2.1. Evaluated Nuclear Data Libraries

Various up-to-date evaluated nuclear data libraries are first prepared for the integral testing work via MC criticality analyses. First of all, the most up-to-date NJOY code [18] and its user inputs for all nuclides at three temperature points (300 K, 600 K, and 900 K) were prepared to process the raw ENDLs and to generate MC continuous energy cross section libraries in ACE format. Figure 1 shows the general flow chart of the ACE-formatted continuous-energy (CE) nuclear data library generation in the NJOY code. Neutron CE cross sections for each isotope are generated by the flow of the RECONR, BROADR, UNRESR, PURR, and ACER modules in NJOY, whereas the thermal scattering cross sections are generated by the RECONR, BROADR, LEAPR, THERMR, and ACER modules. The RECONR module reconstructs point-wise cross sections from ENDF resonance parameters and interpolation schemes, which are then processed into Doppler-broadens and thins point-wise cross sections by the BROADR module. The UNRESR and PURR modules generate effective self-shielded point-wise cross sections and probability tables in unresolved energy regions. For the thermal scattering cross section generation, LEAPR calculates the thermal scattering law while THERMR produces cross sections and energy-to-matrices for free or bound scattering in the thermal energy range. Lastly, the ACER module prepares libraries in ACE format for a CE MC code (e.g., MCNP, McCARD, RMC).
Table 1 summarizes the newly generated Monte Carlo CE cross section libraries. In this study, only the five most often used thermal scattering cross sections (i.e., H in H2O, D in D2O, Be metal, Be in BeO, and C in graphite) were generated for all ENDLs. As shown in Table 1, there is no thermal scattering cross section data in CENDL-3.2 and only one thermal scattering cross section data in TENDL-2021. Accordingly, the lack of thermal scattering cross section data was substituted by ENDF/B-VIII.0. In general, the ENDF/B cross section library has been used all around the world in various research and fields, and among the ENDF/B versions, ENDF/B-VIII.0 is the latest version. According to this, we used the thermal scattering cross section data for the lack of other ENDL thermal scattering cross section data.

2.2. Selected International Criticality Benchmark Problems

To perform the integral testing work for criticality capability, 85 benchmark problems were selected from the ICSBEP handbook [9]. The 85 ICSBEP benchmarks were selected from the well-known relevant experiments (i.e., godiva, jezebel, flattop) or the problems that have the results by MCNP with various ENDLs. In general, they boil down to three criteria: fuel fissile isotope, fuel form, and system spectrum. Fuel fissile isotopes can be categorized into high-enriched uranium (HEU), low-enriched uranium (LEU), plutonium (PU), 233U (U233), and mixed composition (MIX). Fuel forms are defined as metal (MET), compound (COMP), and solution (SOL), and system spectrum is classified as fast (FAST) and thermal (THERMAL). The ICSBEP handbook provides the identification (ID) for each benchmark problem as a combination of the fuel isotope, fuel form, and spectrum type.
Table 2 lists the 85 selected ICSBEP benchmark problems, providing benchmark IDs, categories, reference keff, and short IDs for the sake of convenient reference. The McCARD inputs for each ICSBEP benchmark problem were prepared. All the McCARD calculations were performed by employing 10,000 neutron particles per cycle with 1000 active cycles and 50 inactive cycles. The initial neutron sources were uniformly distributed in the system boundary for MC eigenvalue calculations. Figure 2 and Figure 3 show the neutron energy spectra for five fast benchmarks (i.e., Jezebel, Jezebl-240, Godiva, Flattop-25, and Jezebel-233) and six thermal benchmarks (i.e., LCT001c1, LCT002c1, LCT006c1, ORNL-1, PNL-3, and ORNL-11), respectively. In the fast benchmarks, the energy spectra are similar to the energy distribution of neutrons from fission reactions. In the thermal benchmarks, the neutron energy spectra are attributed to neutron moderation or slowing-down. As shown in Table 2, the thermal scattering law (TSL) sub-library for light water was only used in this ICSBEP benchmark analyses.

3. ICSBEP Criticality Benchmark Analyses by McCARD

3.1. Fast Criticality Benchmarks

Table 3 shows the keff values calculated by McCARD with the seven ENDLs (ENDF/B-VII.1, ENDF/B-VIII.0, JENDL-4.0, JENDL-5.0, JEFF-3.3, TENDL-2021, and CENDl-3.2). Figure 4 plots the difference (Δρcal) between the calculated and experimental keff for the 31 fast benchmark problems calculated by
Δ ρ c a l = k c a l i k exp i k c a l i k exp i 10 5 .
Here, kexp and kcal are the experimental and calculated keff for the i-th benchmark problem, respectively. The statistical uncertainties of the calculated keff are less than 10 pcm. Accordingly, error bars of the calculated keff are not marked in Figure 4 because they are relatively small compared to the uncertainties of the reference keff values. Overall, the values from JENDL-4.0 are lower than those from the other ENDLs whereas JEFF-3.3 and TENDL-2021 have higher values than the other ENDLs. For statistical analyses, root mean square (RMS) error and chi square (χ2) can be utilized as indicators to confirm the differences between the experimental and calculated keff. Typically, RMS error and chi square values can be calculated by
R M S   e r r o r ( % ) = 1 N i = 1 N k c a l i k exp i 2 ,
χ 2 = 1 N i = 1 N k c a l i k exp i σ exp i 2 .
where σexp is the uncertainty of kexp provided from each benchmark document [9]. The number of benchmark problems is N.
Table 4 shows the RMS errors and chi square values for the 31 fast benchmark problems. It is observed that the new version ENDLs show better performance than the old versions in the fast benchmarks. The RMS error of ENDF/B-VII.1 is 244 pcm, whereas that of ENDF/B-VIII.0 is 179 pcm. The RMS error of JENDL-4.0 is 258 pcm compared to that of JENDL-5.0 at 199 pcm. It is noted that ENDF/B-VIII.0 has the smallest RMS error and chi square value among the ENDLs. In the 31 fast benchmarks, the average uncertainty of kexp is about 220 pcm.

3.2. Thermal Criticality Benchmarks

Table 5 presents the keff values calculated by McCARD for the 54 thermal benchmark problems, and Figure 5 shows the difference between the calculated and experimental keff. In the LEU-COMP-THERMAL cases, CENDL-3.2 showed lower results than the other ENDLs, whereas JEFF3.3 and TENDL-2021 showed relatively higher results. Table 6 shows the RMS errors and chi square values for the thermal benchmark problems. When excluding the PU-SOL-THERMAL cases, there were no significant differences in keff among the different ENDLs in the thermal benchmark cases. In the PU-SOL-THERML cases, the difference in keff ranged from −1327 pcm to 2220 pcm. In all thermal cases, RMS errors ranged from 252 pcm to 512 pcm, while the chi square values were from 0.72 to 1.24. In the 54 thermal benchmarks, the average uncertainty of kexp is about 297 pcm. However, for the thermal benchmarks excluding PU-SOL-THERMAL, RMS errors ranged from 180 pcm to 272 pcm and chi square values were from 0.63 to 0.96.
Regarding these results, it can be observed that there are no significant differences in keff between the new and old version ENDLs. The RMS error of ENDF/B-VII.1 is 252 pcm whereas that of ENDF/B-VIII.0 is 265 pcm. Similarly, the RMS error of JENDL-4.0 is 279 pcm while that of JENDL-5.0 is 274 pcm. In the same manner as the fast benchmark cases, the JEFF-3.3 results are very similar to the TENDL-2021 results; the RMS errors of JEFF-3.3 and TENDL-2021 are 308 pcm and 311 pcm, respectively. In the PU-SOL-THERMAL cases, there is wide disparity in keff among the ENDLs as shown in Figure 5 and Table 6. It is worth mentioning that the difference in the thermal 239Pu cross sections among the ENDLs affects the keff in the thermal spectrum system with fuels containing a significant fraction of plutonium.

3.3. Code-to-Code Comparison for ICSBEP Benchmarks

For code verification and validation, the McCARD results were compared to the MCNP results obtained from References [2,13] for the selected ICSBEP benchmark problems. Figure 6 shows the difference between keff values by the McCARD and MCNP calculations, and Table 7 summarizes the keff differences between the two codes for each benchmark category as RMS differences. The difference (ΔρMCNP) in keff between the McCARD and MCNP codes was calculated by
Δ ρ M C N P = k M c C A R D k M C N P k M c C A R D k M C N P 10 5 .
where kMcCARD and kMCNP are the keff by the McCARD and MCNP codes, respectively. In the fast benchmark cases, the RMS difference for ENDF/B-VII.1 was 26 pcm whereas those for ENDF/B-VIII.0 and JENDL-4.0 were 29 and 28 pcm, respectively. In the thermal benchmark cases, the RMS difference for ENDF/B-VII.1 was 53 pcm, while those for ENDF/B-VIII.0 and JENDL-4.0 were both 45 pcm. In the NJOY processing, the thermal scattering cross sections are sensitively affected by the thermal scattering law parameters, which are used in the LEAPR module. Accordingly, the difference between the thermal scattering cross sections used in the McCARD and MCNP calculations may have led to the increased RMS difference in the thermal benchmarks. In all benchmark cases, the RMS differences ranged from 40 pcm to 49 pcm. Considering that the statistical uncertainties of the MCNP results were less than 100 pcm, it was concluded that the keff results between McCARD and MCNP are in excellent agreement.

4. Uncertainty Analyses of Criticality in ICSBEP Benchmarks

4.1. Uncertainty of keff Due to Uncertainty of Cross Sections

This section was prepared to provide an understanding of the difference in keff among the ENDLs with their cross section covariance data. In general, the mean of MC estimates on a criticality (i.e., keff) and its variance can be expressed by
k e f f ¯ = lim N 1 N i = 1 N k e f f i ,
σ 2 k e f f = lim N 1 N i = 1 N k e f f i k e f f ¯ 2 .
If one assumes that the total uncertainty on keff comes from statistical uncertainties of MC calculations and cross section uncertainties by their covariance data, Equation (6) can be rewritten as
σ 2 k e f f = lim N 1 N i = 1 N k e f f i < k e f f i > + < k e f f i > k e f f ¯ 2 .
The angular bracket in <keff> means the operator implying the expected value of a quantity on it. By the first-order Taylor expansion for <keff> about the mean values of nuclear reaction cross section, < k e f f i > k e f f ¯ can be expressed by
< k e f f i > k e f f ¯ i α g x α , g i k x α , g i ¯ k e f f x α , g i .
x α , g i is the α -type microscopic cross section of isotope i for energy group g. Substituting Equation (8) into Equation (7), one can obtain
σ 2 k e f f = σ S 2 k e f f + σ X 2 k e f f
where
σ S 2 k e f f = lim N 1 N i = 1 N k e f f i < k e f f i > 2 ,
σ X 2 k e f f = lim N 1 N j = 1 N < k e f f j > k e f f ¯ 2 = i , α , g i , α , g cov x α , g i , x α , g i k e f f x α , g i k e f f x α , g i .
σ S 2 k e f f is the statistical contribution on the variance of keff whereas σ X 2 k e f f is commonly known as the sandwich equation for S/U analyses. cov [ x α , g i , x α , g i ] is the cross section covariance matrix from each ENDL. The sensitivity coefficients can be calculated by the MC perturbation technique. This S/U analysis capability was already implemented in the McCARD code [19].
To examine the uncertainty in keff due to the uncertainties of the cross sections, the benchmark problems, which have the largest difference in keff among ENDLs, were selected for each category. According to it, the uncertainty quantification in keff for Jezebel-240, Flattop-25, LCT-006c1, and PNL-5 were performed with the covariance data in each ENDL. ENDF/B-VII.1, ENDF/B-VIII.0, JENDL-4.0, JENDL-5.0, JEFF-3.3, and TENDL-2021 provide the covariance data for ν and cross section on the MF31 and MF33 sections in each ENDL, whereas there is no covariance data in the CENDL-3.2.
Table 8 shows the error of keff from reference and the uncertainty in keff due to the uncertainty of cross sections (= σ X 2 k e f f ) for each ENDLs by the McCARD S/U calculations. The standard deviations of the errors among ENDLs are 194 pcm, 265 pcm, 121 pcm, and 358 pcm for Jezebel-240, Flattop-25, LCT-006 c1, PNL-5 benchmarks, respectively. Overall, it is noted that the errors of keff are less than the uncertainties of keff by the covariance data from each ENDL except the PNL-5 case with JENDL-4.0. Regarding the results, it was observed that the cross section data used in the four benchmarks have instability or uncertainty, and this led to the error of keff from the reference.
Meanwhile, O. Cabellos et al. presented the uncertainties of keff from the covariance data of various ENDLs by NDaST in the ICSBEP benchmark suite [20]. In the HEU category, the averaged uncertainties in keff due to the 235U covariance data for ENDF/B-VIII.0, JENDL-3.3T4, ENDF/B-VII1, and JENDL-4.0 were 1012 pcm, 1190 pcm, 1345 pcm, and 679 pcm, whereas the averaged uncertainties of keff due to the 239Pu covariance data in the PU-SOL-THERM category were 1157 pcm, 967 pcm, 608 pcm, and 687 pcm. It was noted that they were very similar to the uncertainties of the Flattop-25 in the HEU category and the PNL-3 in the PU-SOL-THERM category by the McCARD code.

4.2. Quantitative Analysis for Group-Wise Reactivity

This section shows the results of the quantitative analyses for the reactivity differences between ENDF/B-VII.1 and the other ENDL. In the quantitative analysis, the differences in absorption and fission cross sections between ENDF/B-VII.1 and the other ENDL can be expressed by the reactivity differences in the “pcm” unit for each energy group. The reactivity differences due to the difference of the absorption and fission cross section between ENDF/B-VII.1 and the other ENDL can be calculated by
Δ ρ a , g i = 1 k E 71 g , k N k ϕ g x a , g k E 71 N i ϕ g ( x a , g i E 71 x a , g i O T R ) g , k N k ϕ g ν x f , g k E 71 ,
Δ ρ f , g i = 1 k E 71 g , k N k ϕ g x a , g k E 71 g , k N k ϕ g ν x f , g k E 71 N i ϕ g ( ν x f , g i E 71 ν x f , g i O T R ) ,
where
k E 71 = g , k N k ϕ g ν x f , g k E 71 g , k N k ϕ g x a , g k E 71
x a , g i E 71 and x a , g i O T R means the ENDF/B-VII.1 and the other ENDL absorption cross section of isotope i for energy group g. ν x f , g i E 71 and ν x f , g i O T R are the product of the number of neutrons by a fission ( ν ) and the g-th group fission cross section of isotope i for ENDF/B-VII.1 and the other ENDL, respectively. The reactivity difference indicates the contribution of the difference in the cross section to the error in reactivity or criticality [21].
Figure 7 and Figure 8 show the reactivity difference due to the difference of 239Pu absorption and fission cross sections between ENDF/B-VII.1 and the other ENDLs for the PNL-5 benchmarks. The group-wise reactivity analyses due to the 239Pu cross section changes were conducted out because 239Pu is a major fuel isotope in the PNL-5 benchmark. The reactivity difference (ΔρE71) between ENDF/B-VII.1 and the other ENDL was calculated by
Δ ρ E 71 = k O T R k E 71 k O T R k E 71 10 5 .
kE71 and kOTR are the keff by ENDF/B-VII.1 and the other ENDL. Table 9 presents the sum of group-wise reactivity differences due to the 239Pu cross section changes. There are considerable reactivity differences due to the changes of 239Pu absorption and fission cross sections at the thermal energy ranges (10−3~1 eV). The individual group reactivity differences ranged from −1000 pcm to 900 pcm, but the group-wise reactivity differences due to absorption and fission cross section changes have the opposite sign. Therefore, the effects on the absorption and fission cross section changes were canceled out each other. It is observed that the sum of the reactivity changes by 239Pu cross sections ranged from −259 pcm to 288 pcm. Meanwhile, the total reactivity difference ranged from −1353 pcm to 610 pcm because the leakage effects and the reactivity changes by the other nuclides (240Pu, 1H, 16O, Fe, Ni, Cr) were considered in these total reactivity analyses. In the PNL-5 criticality analyses, the keff of ENDF/B-VIII.0, JENDL-5.0, JEFF-3.3, TENDL-2021 were less than ENDF/B-VII.1 whereas those of JENDL-4.0 and CENDL-3.2 were larger than ENDF/B-VII.1.

5. Conclusions

In this study, ICSBEP criticality analyses were conducted using the McCARD code for 85 selected benchmark problems with seven evaluated nuclear data libraries (ENDLs): ENDF/B-VII.1, ENDF/B-VIII.0, JENDL-4.0, JENDL-5.0, JEFF-3.3, TENDL-2021, and CENDL-3.2. To prepare some of the up-to-date ENDLs (i.e., ENDF/B-VIII.0, JENDL-5.0, JEFF-3.3, CENDL-3.2) for McCARD calculations, continuous energy nuclear data libraries in ACE format were generated by the NJOY code. Regarding the criticality analyses, it was noted that the keff results were sensitive to the ENDL. It is worth mentioning that the new version ENDLs showed better performance in the fast benchmark cases, while there were no significant differences in keff among the different ENDLs in the thermal benchmark cases. In all benchmark cases, the TENDL-2021 results were very similar to the JEFF-3.3 results because TENDL-2021 shared the raw nuclear data of the JEFF ENDL for 1,2,3H, 3,4He, 6,7Li, 10,11B, 7,9Be, 12,13C, 14,15N, 16,17,18O, 19F, 232Th, 233,235,238U and 239Pu isotopes.
The sensitivity of the keff results to the different ENDLs may impact certain nuclear core design parameters such as shutdown margin, critical boron concentration, and power defects. Consequently, nuclear core designers should consider this sensitivity to the ENDL as a margin of uncertainty. This study and keff results will be a good reference for the development of new types of nuclear cores or new design codes.

Author Contributions

Conceptualization, H.J.P.; methodology, H.J.P.; software, H.J.P. and S.H.C.; validation, H.J.P., M.A., S.H.C. and S.-A.Y.; formal analysis, H.J.P. and S.-A.Y.; investigation, H.J.P.; resources, H.J.P.; data curation, H.J.P.; writing—original draft preparation, H.J.P.; writing—review and editing, S.H.C.; visualization, H.J.P.; supervision, H.J.P.; project administration, S.H.C.; funding acquisition, H.J. and S.H.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research was supported by KAERI and King Abdullah City for Atomic and Renewable Energy (K.A.CARE), Kingdom of Saudi Arabia, within the Joint Research and Development Center.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Abbreviations

ENDLEvaluated Nuclear Data Library
JAERIJapan Atomic Energy Research Institute
JENDLJapanese Evaluated Nuclear Data Library
JEFFJoint Evaluated Fission and Fusion
CENDLChinese general purpose Evaluated Nuclear Data Library
ICSBEPInternational Criticality Safety Benchmark Problem
RMSRoot Mean Square
LEULow-Enriched Uranium
HEUHigh-Enriched Uranium
METMetal
COMPCompound
SOLSolution
TSLThermal Scattering Law

References

  1. Chadwick, M.B.; Herman, M.; Obložinský, P.; Dunn, M.; Danon, Y.; Kahler, A.; Smith, D.; Pritychenko, B.; Arbanas, G.; Arcilla, R.; et al. ENDF/B-VII.1 Nuclear Data for Science and Technology: Cross Sections, Covariances, Fission Product Yields and Decay Data. Nucl. Data Sheets 2011, 112, 2887–2996. [Google Scholar] [CrossRef]
  2. Brown, D.A.; Chadwick, M.B.; Capote, R.; Kahler, A.C.; Trkov, A.; Herman, M.W.; Sonzogni, A.A.; Danon, Y.; Carlson, A.D.; Dunn, M.; et al. ENDF/B-VIII.0: The 8th Major Release of the Nuclear Reaction Data Library with CIELO-project Cross Sections, New Standards and Thermal Scattering Data. Nucl. Data Sheets 2018, 148, 1–142. [Google Scholar] [CrossRef]
  3. Shibata, K.; Iwamoto, O.; Nakagawa, T.; Iwamoto, N.; Ichihara, A.; Kunieda, S.; Chiba, S.; Furutaka, K.; Otuka, N.; Ohsawa, T.; et al. JENDL-4.0: A New Library for Nuclear Science and Engineering. J. Nucl. Sci. Technol. 2011, 48, 1–30. [Google Scholar] [CrossRef]
  4. Iwamoto, O.; Iwamoto, N.; Shibata, K.; Ichihara, A.; Kunieda, S.; Minato, F.; Nakayama, S. Status of JENDL. EPJ Web Conf. 2020, 239, 09002. [Google Scholar] [CrossRef]
  5. Plompen, A.J.M.; Cabellos, O.; Jean, C.D.S.; Fleming, M.; Algora, A.; Angelone, M.; Archier, P.; Bauge, E.; Bersillon, O.; Blokhin, A.; et al. The Joint Evaluated Fission and Fusion Nuclear Data Library, JEFF-3.3. Eur. Phys. J. A 2020, 56, 181. [Google Scholar] [CrossRef]
  6. Koning, A.J.; Rochman, D.; Sublet, J.-C.; Dzysiuk, N.; Fleming, M.; van der Marck, S. TENDL: Complete Nuclear Data Library for Innovative Nuclear Science and Technology. Nucl. Data Sheets 2019, 155, 1–55. [Google Scholar] [CrossRef]
  7. Koning, A.J.; Duijvestijn, M.C.; Hilaire, S. TALYS-1.0. In Proceedings of the International Conference on Nuclear Data for Science and Technology, Nice, France, 22–27 April 2007; Volume 211. [Google Scholar]
  8. Ge, Z.; Xu, R.; Wu, H.; Zhang, Y.; Chen, G.; Jin, Y.; Shu, N.; Chen, Y.; Tao, X.; Tian, Y.; et al. CENDL-3.2: The New Version of Chinese General Purpose Evaluated Nuclear Data Library. EPJ Web Conf. 2020, 239, 09001. [Google Scholar] [CrossRef]
  9. International Handbook of Evaluated Criticality Safety Benchmark Experiments; OECD Nuclear Energy Agency Report NEA/NSC/DOC(95)03; OECD Nuclear Energy Agency: Paris, France, 1998.
  10. Greene, N.M.; Petrie, L.M.; Westfall, R.M.; Bucholz, J.A.; Hermann, O.W.; Fraley, S.K. SCALE: A Modular Code System for Performing Standardized Computer Analyses for Licensing Evaluations; ORNL/TM-2005/39; U.S. Nuclear Regulatory Commission: Washington, DC, USA, 2005.
  11. MCNP. User Manual–Code Version 6.2; LA-UR-17-29981; Los Alamos National Security LLC: Los Alamos, MN, USA, 2017. [Google Scholar]
  12. Alcouffe, R.E.; Baker, R.S.; Brinkley, F.W.; Marr, D.R.; O’Dell, R.D.; Walters, W.F. DANTSYS: A Diffusion Accelerated Neutron Particle Transport Code System; LA-12969-M; Los Alamos National Lab.: Los Alamos, NM, USA, 1995.
  13. van der Marck, S.C. Benchmarking ENDF/B-VII.1, JENDL-4.0, and JEFF-3.1.1 with MCNP6. Nucl. Data Sheets 2012, 113, 2935–3005. [Google Scholar] [CrossRef]
  14. Park, H.J.; Kang, H.; Lee, H.C.; Cho, J.Y. Comparison of ENDF/B-VIII.0 and ENDF/B-VII.1 in Criticality, Depletion Benchmark, and Uncertainty Analyses by McCARD. Ann. Nucl. Energy 2019, 131, 443–459. [Google Scholar] [CrossRef]
  15. Zheng, L.; Huang, S.; Wang, K. Criticality Benchmarking of ENDF/B-VIII.0 and JEFF-3.3 Neutron Data Libraries with RMC code. Nucl. Eng. Technol. 2020, 52, 1917–1925. [Google Scholar] [CrossRef]
  16. Kim, K.-S.; Wieselquist, W.A. Neutronic Characteristics of ENDF/B-VIII.0 Compared to ENDF/B-VII.1 for Light-Water Reactor Analysis. J. Nucl. Eng. 2021, 2, 318–335. [Google Scholar] [CrossRef]
  17. Shim, H.J.; Han, B.-S.; Jung, J.-S.; Park, H.-J.; Kim, C.-H. McCARD: Monte Carlo Code for Advanced Reactor Design and Analysis. Nucl. Eng. Technol. 2012, 44, 161–176. [Google Scholar] [CrossRef]
  18. MacFarlane, R.E.; Muir, D.W.; Boicourt, R.M.; Kahler, A.C., III; Conlin, J.L. The NJOY Nuclear Data Processing System Version 2016; LA-UR-17-20093; Los Alamos National Lab.: Los Alamos, NM, USA, 2016.
  19. Park, H.J.; Shim, H.J.; Kim, C.H. Uncertainty Propagation in Monte Carlo Depletion Analysis. Nucl. Sci. Eng. 2011, 167, 196–208. [Google Scholar] [CrossRef]
  20. Cabellos, O.; Dyrda, J.; Soppera, N. Checking, Processing and Verification of Nuclear Data Covariances. EPJ Nucl. Sci. Technol. 2018, 4, 39. [Google Scholar] [CrossRef]
  21. Park, H.J.; Shim, H.J.; Joo, H.G.; Kim, C.H. Generation of Few-group Diffusion Theory Constants by Monte Carlo Code McCARD. Nucl. Sci. Eng. 2012, 172, 66–77. [Google Scholar] [CrossRef]
Figure 1. A flowchart of Monte Carlo CE library generation in NJOY code.
Figure 1. A flowchart of Monte Carlo CE library generation in NJOY code.
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Figure 2. Spectra of example fast benchmark problems.
Figure 2. Spectra of example fast benchmark problems.
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Figure 3. Spectra of example thermal benchmark problems.
Figure 3. Spectra of example thermal benchmark problems.
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Figure 4. The difference between calculated and experimental keff by ENDL for the ICSBEP fast benchmarks.
Figure 4. The difference between calculated and experimental keff by ENDL for the ICSBEP fast benchmarks.
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Figure 5. The difference between calculated and experimental keff by ENDL for the ICSBEP thermal benchmarks.
Figure 5. The difference between calculated and experimental keff by ENDL for the ICSBEP thermal benchmarks.
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Figure 6. The difference between keff values by McCARD and MCNP calculations for the selected ICSBEP benchmark problems.
Figure 6. The difference between keff values by McCARD and MCNP calculations for the selected ICSBEP benchmark problems.
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Figure 7. The reactivity difference due to the difference of 239Pu absorption cross sections between ENDF/B-VII.1 and the other ENDL for PNL-5.
Figure 7. The reactivity difference due to the difference of 239Pu absorption cross sections between ENDF/B-VII.1 and the other ENDL for PNL-5.
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Figure 8. The reactivity difference due to the difference of 239Pu fission cross sections between ENDF/B-VII.1 and the other ENDL for PNL-5.
Figure 8. The reactivity difference due to the difference of 239Pu fission cross sections between ENDF/B-VII.1 and the other ENDL for PNL-5.
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Table 1. A summary of the generated Monte Carlo CE cross section libraries.
Table 1. A summary of the generated Monte Carlo CE cross section libraries.
ENDLYears of ReleaseNumber of Generated CE Libraries/Total Number
NeutronThermal Scattering
ENDF/B-VII.12011393/4235/21
ENDF/B-VIII.02018544/5575/34
JENDL-4.02011405/4065/16
JENDL-5.02021233/7955/37
JEFF-3.32018558/5625/20
TENDL-2021 *2021630/28131/1
CENDL-3.22020270/272None
* CE neutron reaction library was taken from the official website.
Table 2. A list of selected International Criticality Safety Benchmark Problems.
Table 2. A list of selected International Criticality Safety Benchmark Problems.
No.Short NameHandbook IDCategoryBenchmark keffUncertainty of keffTSL *
1JezebelPU-MET-FAST-001Pu Fast1.00000.00200-
2Jezebel-240PU-MET-FAST-002Pu Fast1.00000.00200-
3PMF-020PU-MET-FAST-020Pu Fast0.99930.00170-
4PMF-022PU-MET-FAST-022Pu Fast1.00000.00210-
5PMF-005PU-MET-FAST-005Pu Fast1.00000.00130-
6PMF-006PU-MET-FAST-006Pu Fast1.00000.00300-
7PMF-010PU-MET-FAST-010Pu Fast1.00000.00180-
8PMF-011PU-MET-FAST-011Pu Fast1.00000.00100Light water
9GodivaHEU-MET-FAST-001HEU Fast1.00000.00100-
10Flattop-25HEU-MET-FAST-028HEU Fast1.00000.00300-
11HMF-002 c2HEU-MET-FAST-002 c2HEU Fast1.00000.00300-
12HMF-002 c3HEU-MET-FAST-002 c3HEU Fast1.00000.00300-
13HMF-002 c4HEU-MET-FAST-002 c4HEU Fast1.00000.00300-
14HMF-002 c5HEU-MET-FAST-002 c5HEU Fast1.00000.00300-
15HMF-002 c6HEU-MET-FAST-002 c6HEU Fast1.00000.00300-
16HMF-004HEU-MET-FAST-004HEU Fast1.0020--
17HMF-018HEU-MET-FAST-018HEU Fast1.00000.00140-
18HMF-027HEU-MET-FAST-027HEU Fast1.00000.00250-
19HMF-032 c1HEU-MET-FAST-032 c1HEU Fast1.00000.00130-
20HMF-032 c2HEU-MET-FAST-032 c2HEU Fast1.00000.00260-
21HMF-032 c3HEU-MET-FAST-032 c3HEU Fast1.00000.00130-
22HMF-032 c4HEU-MET-FAST-032 c4HEU Fast1.00000.00130-
23Jezebel-233U233-MET-FAST-001U233 Fast1.00000.00100-
24U233-MF003U233-MET-FAST-003U233 Fast1.00000.00100-
25U233-MF004U233-MET-FAST-004U233 Fast1.00000.00070-
26U233-MF005U233-MET-FAST-005U233 Fast1.00000.00300-
27Flattop-23U233-MET-FAST-006U233 Fast1.00000.00100-
28MMF-001MIX-MET-FAST-001MIX Fast1.00000.00160-
29MMF-002 c1MIX-MET-FAST-002 c1MIX Fast1.00000.00440-
30MMF-002 c2MIX-MET-FAST-002 c2MIX Fast1.00000.00440-
31MMF-002 c3MIX-MET-FAST-002 c3MIX Fast1.00000.00440-
32ORNL-1HEU-SOL-THERM-013 c1HEU Thermal1.00120.00260Light water
33ORNL-2HEU-SOL-THERM-013 c2HEU Thermal1.00070.00360Light water
34ORNL-3HEU-SOL-THERM-013 c3HEU Thermal1.00090.00360Light water
35ORNL-4HEU-SOL-THERM-013 c4HEU Thermal1.00030.00360Light water
36ORNL-10HEU-SOL-THERM-032HEU Thermal1.00150.00260Light water
37LCT-001 c1LEU-COMP-THERM-001 c1LEU Thermal1.00000.00310Light water
38LCT-001 c2LEU-COMP-THERM-001 c2LEU Thermal0.99980.00310Light water
39LCT-001 c3LEU-COMP-THERM-001 c3LEU Thermal0.99980.00310Light water
40LCT-001 c4LEU-COMP-THERM-001 c4LEU Thermal0.99980.00310Light water
41LCT-001 c5LEU-COMP-THERM-001 c5LEU Thermal0.99980.00310Light water
42LCT-001 c6LEU-COMP-THERM-001 c6LEU Thermal0.99980.00310Light water
43LCT-001 c7LEU-COMP-THERM-001 c7LEU Thermal0.99980.00310Light water
44LCT-001 c8LEU-COMP-THERM-001 c8LEU Thermal0.99980.00310Light water
45LCT-002 c1LEU-COMP-THERM-002 c1LEU Thermal0.99970.00200Light water
46LCT-002 c2LEU-COMP-THERM-002 c2LEU Thermal0.99970.00200Light water
47LCT-002 c3LEU-COMP-THERM-002 c3LEU Thermal0.99970.00200Light water
48LCT-006 c1LEU-COMP-THERM-006 c1LEU Thermal1.00000.00200Light water
49LCT-006 c2LEU-COMP-THERM-006 c2LEU Thermal1.00000.00200Light water
50LCT-006 c3LEU-COMP-THERM-006 c3LEU Thermal1.00000.00200Light water
51LCT-006 c4LEU-COMP-THERM-006 c4LEU Thermal1.00000.00200Light water
52LCT-006 c5LEU-COMP-THERM-006 c5LEU Thermal1.00000.00200Light water
53LCT-006 c6LEU-COMP-THERM-006 c6LEU Thermal1.00000.00200Light water
54LCT-006 c7LEU-COMP-THERM-006 c7LEU Thermal1.00000.00200Light water
55LCT-006 c8LEU-COMP-THERM-006 c8LEU Thermal1.00000.00200Light water
56LCT-006 c9LEU-COMP-THERM-006 c9LEU Thermal1.00000.00200Light water
57LCT-006 c10LEU-COMP-THERM-006 c10LEU Thermal1.00000.00200Light water
58LCT-006 c11LEU-COMP-THERM-006 c11LEU Thermal1.00000.00200Light water
59LCT-006 c12LEU-COMP-THERM-006 c12LEU Thermal1.00000.00200Light water
60LCT-006 c13LEU-COMP-THERM-006 c13LEU Thermal1.00000.00200Light water
61LCT-006 c14LEU-COMP-THERM-006 c14LEU Thermal1.00000.00200Light water
62LCT-006 c15LEU-COMP-THERM-006 c15LEU Thermal1.00000.00200Light water
63LCT-006 c16LEU-COMP-THERM-006 c16LEU Thermal1.00000.00200Light water
64LCT-006 c17LEU-COMP-THERM-006 c17LEU Thermal1.00000.00200Light water
65LCT-006 c18LEU-COMP-THERM-006 c18LEU Thermal1.00000.00200Light water
66LCT-010 c9LEU-COMP-THERM-010 c9LEU Thermal1.00000.00280Light water
67LCT-010 c11LEU-COMP-THERM-010 c11LEU Thermal1.00000.00280Light water
68LCT-010 c12LEU-COMP-THERM-010 c12LEU Thermal1.00000.00280Light water
69LCT-010 c14LEU-COMP-THERM-010 c14LEU Thermal1.00000.00280Light water
70LCT-010 c15LEU-COMP-THERM-010 c15LEU Thermal1.00000.00280Light water
71LCT-010 c16LEU-COMP-THERM-010 c16LEU Thermal1.00000.00280Light water
72LCT-010 c17LEU-COMP-THERM-010 c17LEU Thermal1.00000.00280Light water
73LCT-010 c18LEU-COMP-THERM-010 c18LEU Thermal1.00000.00280Light water
74LCT-017 c13LEU-COMP-THERM-017 c13LEU Thermal1.00000.00310Light water
75LCT-017 c15LEU-COMP-THERM-017 c15LEU Thermal1.00000.00310Light water
76LCT-017 c18LEU-COMP-THERM-017 c18LEU Thermal1.00000.00310Light water
77LCT-017 c21LEU-COMP-THERM-017 c21LEU Thermal1.00000.00310Light water
78IPEN/MB-01LEU-COMP-THERM-077LEU Thermal1.00030.00100Light water
79LMT-007 c1LEU-MET-THERM-007 c1LEU Thermal0.99830.01140Light water
80LMT-007 c2LEU-MET-THERM-007 c2LEU Thermal0.99760.00680Light water
81PNL-3PU-SOL-THERM-011 c18-1Pu Thermal1.00000.00520Light water
82PNL-4PU-SOL-THERM-011 c18-6Pu Thermal1.00000.00520Light water
83PNL-5PU-SOL-THERM-011 c16-5Pu Thermal1.00000.00520Light water
84PST011c16-1PU-SOL-THERM-011 c16-1Pu Thermal1.00000.00520Light water
85ORNL-11U233-SOL-THERM-008U233 Thermal1.00060.00290Light water
* TSL is a thermal scattering law sub-library.
Table 3. keff values for the fast benchmarks with the different evaluated nuclear data libraries.
Table 3. keff values for the fast benchmarks with the different evaluated nuclear data libraries.
No.Short Namekeff (McCARD) *
ENDF/B-VII.1ENDF/B-VIII.0JENDL-4.0JENDL-5.0JEFF-3.3TENDL-2021CENDL-3.2
1Jezebel1.000210.999950.998370.999250.999511.000041.00193
2Jezebel-2401.000411.001600.998490.998701.001511.003611.00271
3PMF-0200.998360.996970.995510.998260.999551.000230.99714
4PMF-0220.998700.998150.996940.998160.998000.998561.00034
5PMF-0051.000780.999441.001840.998901.001350.996631.00127
6PMF-0061.001401.000110.999061.001951.003661.003960.99946
7PMF-0100.999860.997990.997200.999721.000471.000950.99876
8PMF-0111.000411.000661.001941.000721.001081.000241.00222
9Godiva0.999911.000140.997600.999251.000051.000740.99974
10Flattop-251.002991.001070.998121.000811.004331.005441.00184
11HMF-002 c21.002481.000310.997621.000661.003811.004931.00073
12HMF-002 c31.000630.998770.995930.998811.002061.003400.99918
13HMF-002 c40.999900.997800.994970.998081.001181.002080.99782
14HMF-002 c51.000210.998120.995200.998451.001621.002680.99882
15HMF-002 c61.001600.999570.996770.999701.002941.003720.99983
16HMF-0041.002961.001891.003781.002231.002361.001391.00463
17HMF-0181.000061.000070.997640.998821.000321.000961.00044
18HMF-0271.000741.000461.001561.003231.004451.001341.00297
19HMF-032 c11.004151.001830.998971.002331.005091.005671.00301
20HMF-032 c21.004761.002460.999531.002961.005481.006521.00335
21HMF-032 c31.000220.998210.995790.998621.000821.001480.99967
22HMF-032 c41.000700.999730.997540.999731.001361.002201.00029
23Jezebel-2330.999741.000290.999060.999781.000841.001021.00112
24U233-MF0030.999170.999510.998611.000351.001441.001381.00038
25U233-MF0040.998350.999391.000120.997101.000000.996720.99966
26U233-MF0050.995780.997190.995900.996470.997090.996700.99555
27Flattop-230.998880.999980.998491.000431.003521.003220.99900
28MMF-0010.999610.999490.997880.998950.998990.999340.99885
29MMF-002 c11.005431.003751.001661.004211.006731.007141.00376
30MMF-002 c21.005731.003931.001721.004191.006881.007311.00415
31MMF-002 c31.005771.004471.001731.003911.007231.008611.00340
* The statistical uncertainties of the calculated keff are less than 10 pcm.
Table 4. RMS errors and chi square values of the 31 fast benchmarks for different evaluated nuclear data libraries.
Table 4. RMS errors and chi square values of the 31 fast benchmarks for different evaluated nuclear data libraries.
ENDLRMS Error (pcm)χ2
ENDF/B-VII.12441.02
ENDF/B-VIII.01790.72
JENDL-4.02581.39
JENDL-5.01991.06
JEFF-3.33221.38
TENDL-20213741.79
CENDL-3.22110.97
Table 5. keff values for the thermal benchmarks with the different evaluated nuclear data libraries.
Table 5. keff values for the thermal benchmarks with the different evaluated nuclear data libraries.
No.Short Namekeff (McCARD) *
ENDF/B-VII.1ENDF/B-VIII.0JENDL-4.0JENDL-5.0JEFF-3.3TENDL-2021CENDL-3.2
32ORNL-10.997720.997850.998890.997610.996340.996800.99656
33ORNL-20.996790.997120.998510.997230.995770.996520.99587
34ORNL-30.993290.993700.994870.993570.992560.993200.99209
35ORNL-40.994830.995350.996480.995650.994080.994900.99370
36ORNL-100.998830.998440.998460.997800.996950.997930.99734
37LCT-001 c11.000130.999961.000630.999960.999801.001020.99786
38LCT-001 c20.999410.999140.999970.998720.998990.999880.99706
39LCT-001 c30.999030.998500.998690.998770.998781.000130.99675
40LCT-001 c40.999700.999311.000300.999241.000251.000670.99721
41LCT-001 c50.997630.997150.998030.997150.997750.998700.99538
42LCT-001 c60.999580.999260.999250.999380.999461.000440.99770
43LCT-001 c70.999070.998570.999100.998960.998740.999770.99650
44LCT-001 c80.997740.997490.997360.997920.997040.999290.99585
45LCT-002 c10.999070.997670.999620.999110.999420.999190.99730
46LCT-002 c21.000380.998991.000601.000591.000831.000210.99868
47LCT-002 c30.999930.998571.000100.999681.000240.999620.99832
48LCT-006 c11.000150.999601.001150.999291.001911.002160.99872
49LCT-006 c21.000790.999951.001441.000161.001881.002860.99884
50LCT-006 c31.000550.999711.001320.999831.002121.002740.99880
51LCT-006 c41.000270.999801.000980.999881.001401.002030.99862
52LCT-006 c51.000210.999541.000930.999441.001331.002130.99809
53LCT-006 c61.000511.000011.001440.999911.002091.002450.99880
54LCT-006 c71.000460.999831.001050.999761.001701.002040.99868
55LCT-006 c81.000270.999871.001080.999661.001191.002470.99884
56LCT-006 c91.000390.999991.001121.000141.001051.001900.99817
57LCT-006 c101.000320.999991.000830.999791.000841.001090.99797
58LCT-006 c111.000310.999941.001011.000011.001351.001860.99790
59LCT-006 c120.999930.999811.000780.999611.001091.001690.99794
60LCT-006 c131.000090.999461.000540.999691.000651.001040.99792
61LCT-006 c141.000391.000191.000971.000151.000401.000930.99835
62LCT-006 c151.000250.999881.000760.999941.000731.000890.99781
63LCT-006 c161.000150.999871.000871.000061.000501.000980.99805
64LCT-006 c171.000140.999661.000511.000271.000441.000550.99805
65LCT-006 c181.000130.999621.000660.999701.000341.001210.99791
66LCT-010 c91.000200.999211.001221.000431.000381.000340.99882
67LCT-010 c111.000910.999521.001211.000701.000771.001340.99951
68LCT-010 c121.000120.998611.000501.000180.999910.999530.99840
69LCT-010 c141.001891.000251.002281.001261.003661.003621.00060
70LCT-010 c151.002671.000861.002861.001391.003911.003931.00131
71LCT-010 c161.003061.001341.003471.002311.004691.003541.00161
72LCT-010 c171.002551.000691.002931.002161.004051.003671.00168
73LCT-010 c181.002491.000491.003061.001791.003921.003521.00109
74LCT-017 c130.999240.998310.998550.998540.998900.999310.99700
75LCT-017 c150.997900.997450.997820.997970.999080.998820.99695
76LCT-017 c180.999380.998300.999170.998581.000011.000220.99819
77LCT-017 c210.998900.997600.998810.998240.999420.999860.99732
78IPEN/MB-011.003021.002201.001461.002891.002681.002891.00080
79LMT-007 c11.000050.997680.999090.997751.000971.000320.99699
80LMT-007 c20.999390.997760.998990.998841.000270.999450.99705
81PNL-30.993710.987380.994260.987450.988570.986901.00470
82PNL-40.999530.993151.000730.991970.994840.992781.01131
83PNL-51.005690.999611.007990.999561.001280.999961.01956
84PST011c16-11.009031.003121.012021.003201.004791.002751.02270
85ORNL-111.001200.999680.996241.002811.001351.000070.99956
* Statistical uncertainties of the calculated keff are less than 10 pcm.
Table 6. RMS errors and chi square values of the 54 thermal benchmarks for different evaluated nuclear data libraries.
Table 6. RMS errors and chi square values of the 54 thermal benchmarks for different evaluated nuclear data libraries.
ENDLAll CasesCases Excluding PU-SOL-THERMALPU-SOL-THERMAL
RMS Error (pcm)χ2RMS Error (pcm)χ2RMS Error (pcm)χ2
ENDF/B-VII.12520.761950.716201.19
ENDF/B-VIII.02650.721800.637351.43
JENDL-4.02790.771900.687771.48
JENDL-5.02740.771860.697621.48
JEFF-3.33080.962570.936741.31
TENDL-20213110.992410.957601.48
CENDL-3.25121.242720.9616193.05
Table 7. The RMS difference between keff results by McCARD and MCNP calculations.
Table 7. The RMS difference between keff results by McCARD and MCNP calculations.
ENDLRMS Difference in keff (pcm)
FASTTHERMALTotal
ENDF/B-VII.1265345
ENDF/B-VIII.0294540
JENDL-4.0284549
Table 8. Error of keff from reference and uncertainty of keff due to the uncertainty of cross sections for the four ICSBEP benchmarks.
Table 8. Error of keff from reference and uncertainty of keff due to the uncertainty of cross sections for the four ICSBEP benchmarks.
ENDLJezebel-240Flattop-25LCT-006 c1PNL-5
Error from Ref. *Unc. from Cov. **Error from Ref. *Unc. from Cov. **Error from Ref. *Unc. from Cov. **Error from Ref. *Unc. from Cov. **
ENDF/B-VII.141616298145615904566624
ENDF/B-VIII.01609661071134−40529−391146
JENDL-4.0−151523−188848115919793510
JENDL-5.0−13068481879−71435−441110
JEFF-3.31519064311217191685128737
TENDL-20213604005411222216683−4730
Standard Deviation (Error from Ref.)194-265-121-358-
* Error of keff from Reference (pcm). ** Uncertainty of keff due to the uncertainty of cross sections (pcm) = σ X 2 k e f f .
Table 9. The sum of group-wise reactivity difference due to the difference of 239Pu fission cross sections between ENDF/B-VII.1 and the other ENDLs for PNL-5.
Table 9. The sum of group-wise reactivity difference due to the difference of 239Pu fission cross sections between ENDF/B-VII.1 and the other ENDLs for PNL-5.
ENDLkeffΔρE71
(pcm) *
Sum of Group-Wise Reactivity Differences (pcm)
239Pu
Absorption
239Pu
Fission
239Pu
Total
ENDF/B-VII.11.00569----
ENDF/B-VIII.00.99961−60598−266−168
JENDL-4.01.00799227−1071116392
JENDL-5.00.99956−610−873816−57
JEFF-3.31.00128−438−1084796−288
TENDL-20210.99996−570−910701−209
CENDL-3.21.019561353−16421900259
* ΔρE71 is the total reactivity difference between ENDF/B-VII.1 and the other ENDLs.
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Park, H.J.; Alosaimi, M.; Yang, S.-A.; Jeong, H.; Choi, S.H. McCARD Criticality Benchmark Analyses with Various Evaluated Nuclear Data Libraries. Energies 2022, 15, 6852. https://doi.org/10.3390/en15186852

AMA Style

Park HJ, Alosaimi M, Yang S-A, Jeong H, Choi SH. McCARD Criticality Benchmark Analyses with Various Evaluated Nuclear Data Libraries. Energies. 2022; 15(18):6852. https://doi.org/10.3390/en15186852

Chicago/Turabian Style

Park, Ho Jin, Mohammad Alosaimi, Seong-Ah Yang, Heejeong Jeong, and Sung Hoon Choi. 2022. "McCARD Criticality Benchmark Analyses with Various Evaluated Nuclear Data Libraries" Energies 15, no. 18: 6852. https://doi.org/10.3390/en15186852

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