Research Article |
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Corresponding author: Alexander A. Ryzhkov ( alexander_ryzhkov@outlook.com ) Academic editor: Ekaterina Bogdanova
© 2026 Georgy V. Tikhomirov, Mikhail Yu. Ternovykh, Alexander A. Ryzhkov, Aleksandr S. Gerasimov.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Tikhomirov GV, Ternovykh MYu, Ryzhkov AA, Gerasimov AS (2026) Methodology for developing benchmarks for neutronic calculations of Generation IV reactor characteristics. Nuclear Energy and Technology 12(3): 203-211. https://doi.org/10.3897/nucet.12.199104
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A benchmark for neutron transport simulations of fast reactors with lead coolant and mixed-nitride uranium-plutonium fuel is presented. An approach for developing adapted test problems is proposed for extending an open database of neutron transport simulation test problems with a simple and full description to widen a potential audience. The formulation of the benchmark is based on a conceptual computational model with no excessive detailing of design elements, which reduces the number of potential errors in the preparation of initial data and the model description in the tool. In addition, a methodology for developing a test problem with an equilibrium composition of nuclear fuel with a minimal reactivity margin for burn-up based on existing fast reactor design concepts is described to expand the cross-verification base of fast reactors. The proposed core contains fuel in three zones (regions) with fuel rods having different fuel column heights. This ensures a simplified core design, a negative void effect of reactivity, and effective flattening of the energy deposition distribution along the core radius. The benchmark may also be of use in an initial verification of neutron transport simulation tools for finding the errors related to the methods implemented in the tool. Comparative results of the benchmark calculations with the ENDF/B-VII.1-based data of SCALE 6.2 and the BNAB-RF data are presented, providing a reference point for the potential audience of the benchmark problem. Besides, the work highlights an educational purpose of the problem and prospects of creating a system of computational benchmarks for innovative fast nuclear reactors included in the Generation IV list.
Benchmark, reactor core, stepped fuel distribution, fast reactor, lead coolant
Within the framework of the new technological platform for nuclear energy, based on closed nuclear fuel cycle technologies with fast neutron reactors, the primary goal of nuclear safety is to prevent severe accidents at nuclear power plants (
Reactivity-induced accidents can be prevented by (
The results of the development of inherent safety technologies include the technical design of the BREST-OD-300 reactor installation and the corresponding power unit for construction and experimental operation. Innovative technical solutions of the BREST-OD-300 reactor unit will be used to develop and construct a high-power reactor with a lead coolant, the BR-1200, which will be part of the industrial power complex. The development of the BR-1200 is already underway, and significant scientific and technical results have been obtained to date — the feasibility of maintaining a reactivity margin of less than the effective delayed neutron fraction βeff has been substantiated based on neutron transport calculations in the preliminary design stage.
Currently, domestic programs for the development of Generation IV fast reactors lack a sufficient base of neutron-physics test problems, and the existing base is usually based on problems for oxide fuel (Transient and accident analysis of a BN-800 type LMFR with near zero void effect, IAEA-TECDOC-1139 2000; BN-600 Hybrid Core Benchmark Analysis, IAEA-TECDOC-1623 2010; BN-600 MOX Core Benchmark Analysis, IAEA-TECDOC-1700 2013) or materials for which a complete description of the problem is not available (
In the 1990s and 2000s, much attention was paid to the development of international benchmarks. The Kurchatov Institute (Obninsk, Russian Federation) proposed a design in which the upper blanket of the core was replaced with a sodium chamber consisting of shells filled with sodium. In this case, increased axial neutron leakage led to a strong negative reactivity effect in the event of voids in the chamber, which compensated for most of the positive void reactivity coefficient (void coefficient) of sodium in the core. This method of reducing the void coefficient was adopted in the BN-800 reactor project. In 1994, the IAEA proposed a comparative study of a severe accident for a BN-800 type reactor with an innovative core with a near-zero void coefficient (Transient and accident analysis of a BN-800 type LMFR with near zero void effect, IAEA-TECDOC-1139 2000). The initial data were prepared by the Russian side, the study was divided into six stages, and specialists from Germany, France, Great Britain, Italy, Japan, and India participated. The main results of the study showed that all codes predicted the onset of boiling, which meant that the negative feedback from the sodium chamber was not enough to prevent the onset of boiling. The forecast of the time to the onset of boiling for different codes coincided within 14%. The feedback affects the delay to the onset of boiling. The total reactivity is negative, which is beneficial for reactor safety. The results are not very sensitive to uncertainties in the basic physical parameters.
In 1999, under the auspices of the IAEA, a comparative study of the core of the BN-600 reactor with a hybrid UOX/MOX fuel was launched to study various nuclear data and levels of approximation in calculating reactivity-related safety effects and their influence on uncertainties in forecasts of transient processes (
The research was continued (stage 6) with a model of the BN-600 reactor with MOX fuel containing plutonium and minor actinides (MA) coming from spent light water reactor fuel (
This work discusses the creation of an open database of neutron-physics test problems for Generation IV reactors on the OECD/NEA platform. The test problems listed in (Transient and accident analysis of a BN-800 type LMFR with near zero void effect, IAEA-TECDOC-1139 2000; BN-600 Hybrid Core Benchmark Analysis, IAEA-TECDOC-1623 2010; BN-600 MOX Core Benchmark Analysis, IAEA-TECDOC-1700 2013) can serve as examples for the database being created. The formation of the database should be based on the following principles:
An adapted formulation implies that test problems should be based on a conceptual computational model without excessive detailing of design elements that do not affect neutron physics. Reducing the amount of data in the formulation of test problems should reduce the number of errors in the development of calculation models for codes and contribute to increasing the number of participants in testing.
A test problem based on the idea (
The adapted calculation model was created based on one of the test problems that participated in the independent testing of new generation codes of the “Proryv” project (
In the proposed calculation model, the key simplifications were the elimination of detailed descriptions of control elements that are completely withdrawn from the core and the unification of assemblies within zones. The criteria for compliance of the test calculation model with the prototype were primarily the preservation of the reactor multiplication factor and the mass of fissile materials in the reactor for the initial loading, respectively:
In addition, the requirements for the adaptation are the minimal influence on the values of reactivity coefficients and changes during burn-up. The characteristics of the calculation models are compared in Table
| Parameter | Prototype | Test |
|---|---|---|
| Number of fresh fuel assembly types | 8 | 3 |
| Number of non-fuel assemblies | 4 | 4 |
| Number of materials | 70 | 7 |
| Number of fresh fuel materials | 12 | 3 |
The second stage in the formation of the pilot test problem was the selection of the initial fuel loading of the reactor operating in a self-sustaining fuel mode. The loading must provide the formation of a core with a balanced composition of nuclear fuel and a minimal burn-up reactivity margin. In the work (
The scenarios for changes in the reactor reactivity between reloads for the test problems are shown in Fig.
The initial fuel loading composition should match the equilibrium fuel. The system of test problems being developed provides the ability to analyze various reactor operating scenarios and the formation of equilibrium fuel. The characteristics of the equilibrium fuel are included in the calculation: fuel density, fraction of fuel in the fuel assembly, fraction of plutonium in the fuel, fraction of minor actinides in the fuel (not discussed in the pilot version). The composition obtained by iterative modeling of fuel depletion without taking into account reloads was used in the test problem, and it satisfies the conditions of the equilibrium fuel and self-sustaining mode. The results of modeling the reactor criticality during burn-up without taking into account reloads, depending on the relative change in the fuel fraction in the fuel assembly, are shown in Fig.
Based on the change in k during burn-up without taking into account reloads, it is possible to estimate the change in reactivity during the micro-campaign, taking into account the presence of fuel assemblies that have been irradiated for a different number of micro-campaigns, using the ratio:
where M is the number of fuel micro-campaigns; T is the duration of the micro-campaign, eff. days.
The results of such an estimate are shown in Fig.
The results obtained correspond to the formulated requirements for the equilibrium core, and the proposed test problem is offered for calculations using various codes and libraries of constants. The test problem presented in this work can be further supplemented with a set of end-of-equilibrium-cycle fuel functionals and the results of their calculations.
In the pilot test problem, the core of the reactor model consists of fuel assemblies of three types, located in the central, middle, and outer regions, with identical fuel assemblies in each, but with fuel assemblies in different zones containing fuel rods with different fuel column heights. The core model consists of assemblies of several types, which are divided into homogeneous physical zones in the axial direction. The core map of the test problem is shown in Fig.
The central core contains 72 fuel assemblies of type 1 and 13 assemblies of type 5 for control elements. The middle core contains 186 fuel assemblies of type 2 and 54 assemblies of type 6 for control elements. The outer core contains 222 fuel assemblies of type 3. All assemblies have an overall side-to-side size of 19.9 cm and a height of 400 cm. The material compositions and heights of the vertical sections of fuel assemblies of types 1, 2, 3, 4, 5, and 6 are shown in Fig.
| МАТ 1, 2, 3 Fuel material | nb | 2.4-5 | |
| u-234 | 5.0-7 *) | ce | 5.2-6 |
| u-235 | 1.1-5 | pb | 1.226-2 |
| u-236 | 7.0-7 | Material 7 Non-fuel material 2 | |
| u-238 | 1.091-2 | fe | 4.066-2 |
| pu-238 | 6.0-6 | cr | 5.702-3 |
| pu-239 | 1.065-3 | si | 1.104-3 |
| pu-240 | 5.1-4 | c | 3.6-4 |
| pu-241 | 5.7-5 | mn | 3.2-4 |
| pu-242 | 3.5-5 | ni | 3.0-4 |
| n | 1.26-2 | mo | 2.1-4 |
| fe | 1.104-2 | v | 1.9-4 |
| cr | 1.548-3 | w | 9.5-5 |
| si | 3.0-4 | nb | 8.7-5 |
| c | 9.7-5 | ce | 1.9-5 |
| mn | 8.7-5 | pb | 1.226-2 |
| ni | 8.1-5 | МАТ 4 Reflector | |
| mo | 5.7-5 | fe | 1.056-2 |
| v | 5.0-5 | cr | 1.480-3 |
| w | 2.6-5 | si | 2.9-4 |
| nb | 2.4-5 | c | 9.3-5 |
| ce | 5.2-6 | mn | 8.3-5 |
| pb | 1.226-2 | ni | 7.8-5 |
| MAT 8 Non-fuel material 1 | mo | 5.5-5 | |
| fe | 1.104-2 | v | 4.8-5 |
| cr | 1.548-3 | w | 2.5-5 |
| si | 3.0-4 | nb | 2.3-5 |
| c | 9.7-5 | ce | 5.0-6 |
| mn | 8.7-5 | pb | 2.60-2 |
| ni | 8.1-5 | МАТ 6 Lead | |
| mo | 5.7-5 | Pb | 3.06-2 |
| v | 5.0-5 | МАТ 5 Lead for control rods | |
| w | 2.6-5 | pb | 1.53-2 |
Fig.
To obtain the characteristics of irradiated fuel assemblies, the following characteristics of the reactor operation in a mode without reloads are considered: the thermal power of the reactor is 3440 MWth (an average of 55.55 kW per 1 kgHM), the reactor operation time is 1800 effective days.
For a comparison, the following functionals are suggested:
• the reactor multiplication factor with the initial fuel composition, k;
• the reactivity coefficient with respect to fuel density (when the density of the fuel is reduced by 1% in all zones),
• the void reactivity coefficient (when the density of the coolant is reduced by 99% in the corresponding zone),
• the Doppler constant on the fuel (Tfuel1 = 1200 K),
The functionals of the calculation model with depletion are:
The results of the calculations using the SCALE code system with the KENO-VI code for the following sets of constants have been obtained for a comparative analysis:
The multiplication factors for various values of the average fuel burn-up are given in Table
| Burn-up, MWd/kgHM | k | Relative difference, % | |||||
|---|---|---|---|---|---|---|---|
| В7 СЕ | В7-252 | 299 g | 28 g | В7-252 | 299 g | 28 g | |
| 0 | 1.0000 | 0.9997 | 0.9992 | 0.9986 | -0.03 | -0.08 | -0.14 |
| 50 | 1.0104 | 1.0123 | 1.0129 | 1.0143 | 0.2 | 0.3 | 0.4 |
| 100 | 0.9984 | 0.9994 | 1.0014 | 1.0023 | 0.1 | 0.3 | 0.4 |
| Wfuel, pcm | Relative difference, % | |||||
|---|---|---|---|---|---|---|
| В7 СЕ | В7-252 | 299 g | 28 g | В7-252 | 299 g | 28 g |
| -208 | -173 | -179 | -172 | -17 | -14 | -17 |
| Voided region | WNaempty, pcm | Relative difference, % | |||||
|---|---|---|---|---|---|---|---|
| В7 СЕ | В7-252 | 299 g | 28 g | В7-252 | 299 g | 28 g | |
| 1 | -795 | -726 | -741 | -732 | -9 | -7 | -8 |
| 2 | -1691 | -1622 | -1702 | -1678 | -4 | 1 | -1 |
| 3 | -976 | -987 | -1052 | -1038 | 1 | 8 | 6 |
| 1+2+3 | -2959 | -2861 | -3027 | -2992 | -3 | 2 | 1 |
| Core | 10110 | 9601 | 10971 | 11843 | -5 | 9 | 17 |
Table
The results of the calculations for the Doppler constant (KD) for various temperature ranges are presented in Table
| Temperature, К | KD, pcm | Relative difference, % | |||||
|---|---|---|---|---|---|---|---|
| В7 СЕ | В7-252 | 299 g | 28 g | В7-252 | 299 g | 28 g | |
| 900 | 972 | 923 | 914 | 899 | -5 | -6 | -8 |
| 1500 | 846 | 917 | 899 | 865 | 8 | 6 | 2 |
| 2100 | 778 | 857 | 859 | 852 | 10 | 10 | 9 |
Table
| Region | Burn-up, MWd/kgHM | ||
|---|---|---|---|
| 0 | 50 | 100 | |
| 1 | 0.90 | 0.91 | 0.86 |
| 2 | 1.07 | 1.07 | 1.05 |
| 3 | 0.98 | 0.97 | 1.01 |
For an average reactor burn-up of 100 MWd/kgHM, the change in the nuclide composition in the irradiated fuel assemblies with respect to the fresh fuel is shown in Table
| Nuclide | Inner core | Middle core | Outer core |
|---|---|---|---|
| 234U | 0.012 | 0.012 | 0.014 |
| 235U | -0.584 | -0.591 | -0.503 |
| 236U | 0.136 | 0.136 | 0.126 |
| 238U | -122.6 | -125.4 | -96.6 |
| 238Pu | 0.043 | 0.044 | 0.016 |
| 239Pu | 4.032 | 3.949 | 4.348 |
| 240Pu | 2.587 | 2.509 | 1.775 |
| 241Pu | 0.356 | 0.345 | 0.043 |
| 242Pu | 0.097 | 0.100 | 0.040 |
| 237Np | 0.393 | 0.395 | 0.356 |
| 241Am | 1.569 | 1.555 | 1.550 |
| 242mAm | 0.035 | 0.035 | 0.031 |
| 243Am | 0.408 | 0.408 | 0.337 |
| 242Cm | 0.001 | 0.001 | 0.001 |
| 243Cm | 0.005 | 0.006 | 0.004 |
| 244Cm | 0.133 | 0.135 | 0.086 |
| Total | -113.4 | -116.4 | -88.4 |
The proposed core is a basis for a system of test problems. The importance of computational test problems (along with experimental ones) for the development of Generation IV fast reactors is well recognized by specialists. In the absence of a working reactor prototype, significant efforts are needed to develop test problems and obtain accurate results. The proposed system of test problems is a realistic model for the expected behavior of the reactors under consideration, although it uses some simplified models and data. The problem is representative for assessing the methodological accuracy of the calculation codes, the influence of nuclear data (
In addition, test problems have an important educational function. Their use in training allows for a deeper understanding of the concepts of modern computational methods, such as the error of approximation and convergence, and mastering them in practice.
The authors have declared that no competing interests exist.
No ethical statement was reported.
The authors accept full responsibility for the content of the manuscript, including the disclosure of any use of AI.
No AI tools were used in the preparation of this manuscript.
No funding was reported.
All authors have contributed equally.
G.V. Tikhomirov https://orcid.org/0000-0002-5332-7272
M.Yu. Ternovykh https://orcid.org/0000-0002-9830-5501
A.S. Gerasimov https://orcid.org/0009-0006-3925-6937
All of the data that support the findings of this study are available in the main text.