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Simulation of Film Condensation from Moving Vapor of Refrigerant-21 on a Horizontal Tube Bundle Using the VOF Method 使用 VOF 方法模拟水平管束上移动的制冷剂-21 蒸汽的薄膜冷凝现象
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-07-03 DOI: 10.1134/S004060152406003X
K. B. Minko, V. I. Artemov, A. A. Klement’ev

Considerable progress has been made by now in developing mathematical models, algorithms, and available computational tools for simulating heat and mass transfer processes. Advanced approaches yield detailed information on various characteristics of mass transfer in two-phase fluids, in particular during film condensation of vapors. Models developed by various teams are implemented in CFD-codes (ANSYS Fluent, OpenFOAM, Star-CCM+, etc.). To check existing models and select the best one, cross-verification of models and algorithms implemented in various CFD codes and their verification against available and reliable experimental data are needed. In this paper, cross-verification of the VOF (Volume of Fluid) model and the algorithms implemented in the author’s ANES code was carried out against the problem of vapor condensation on a single tube. The calculations were performed using the ANES and ANSYS Fluent CFD-codes. The predictions by the ANSYS Fluent code have been demonstrated to depend on the settings of the algorithms for solving the conservation equation for the liquid volume fraction. Recommendations are presented for setting this code to obtain better agreement of the predictions with experimental data and theoretical relationships. The ANSYS Fluent code was used for two-dimensional simulation of refrigerant-21 condensation in a small tube bundle. Characteristics of the tube bundle (bank) were equal to those of the tube bundle used in the experimental setup of the Institute of Thermophysics, Siberian Branch, Russian Academy of Sciences (tube diameter = 16 mm, transverse tube bundle pitch ({{S}_{1}}) = 26 mm, longitudinal tube bundle pitch ({{S}_{2}}) = 15 mm). Condensation of saturated vapor having a saturation temperature of ({{T}_{{sat}}}) = 333.15 K and arriving at the tube bundle at a velocity of up to 1.2 m/s was studied. The predictions demonstrate qualitative and quantitative agreement with the experimental data.

摘要 目前,在开发用于模拟传热和传质过程的数学模型、算法和可用计算工具方面已经取得了相当大的进展。先进的方法可提供有关两相流体中传质的各种特性的详细信息,特别是在蒸汽的薄膜冷凝过程中。不同团队开发的模型已在 CFD 代码(ANSYS Fluent、OpenFOAM、Star-CCM+ 等)中实施。为了检查现有模型并选择最佳模型,需要对各种 CFD 代码中的模型和算法进行交叉验证,并根据现有的可靠实验数据对其进行验证。本文针对单管上的蒸汽凝结问题,对作者的 ANES 代码中实施的 VOF(流体体积)模型和算法进行了交叉验证。计算使用 ANES 和 ANSYS Fluent CFD 代码进行。ANSYS Fluent 代码的预测结果证明取决于求解液体体积分数守恒方程的算法设置。为使预测结果与实验数据和理论关系更加一致,提出了设置该代码的建议。ANSYS Fluent 代码用于小型管束中制冷剂-21 冷凝的二维模拟。管束(库)的特征与俄罗斯科学院西伯利亚分院热物理研究所实验装置中使用的管束特征相同(管径 = 16 毫米,横向管束间距 ({{S}_{1}}) = 26 毫米,纵向管束间距 ({{S}_{2}}) = 15 毫米)。研究了饱和温度为 ({{T}_{{sat}}) = 333.15 K、以最高 1.2 m/s 的速度到达管束的饱和蒸汽的凝结情况。预测结果表明与实验数据在定性和定量上一致。
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引用次数: 0
Estimating the Influence of Compressor Blade Erosion Wear on the Compressor’s Integral and Local Characteristics 估算压缩机叶片侵蚀磨损对压缩机整体和局部特性的影响
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050033
V. L. Blinov, I. S. Zubkov, G. A. Deryabin

Assessment, monitoring, and prediction of the technical condition of gas turbine unit (GTU) assemblies and components are among the key matters that have to be dealt with during the operation of GTUs. In this connection, various prediction systems that use statistical, experimental, and calculated data on the change in the axial compressor (AC) characteristics resulting from the occurring erosion are becoming of great demand. The article describes an approach to the development of models of erosively worn blades on the basis of freely accessible statistical data on the failures of units as a consequence of a blade compressor’s erosion. The article also proposes a body of mathematics for specifying the blade wear degree, introducing the change in the eroded profile chord, and considering the wear nonuniformity along the blade height. The statement of the problem of numerically studying how the erosion degree and pattern affect the compressor stage performance parameters is described. The outcomes from intermediate studies on comparing different geometrical models of erosion are presented along with assessment of their applicability for flow computations in elaborating a prediction model. The results of computations of a transonic compressor stage have been obtained for different erosion wear degrees of its blading in a wide range of operation modes, and the revealed degradation pattern of the stage integral and local characteristics is analyzed. It has been found from analyzing various erosion wear degrees for the stage considered that, if there is an erosion wear, the compressor pressure ratio may drop by up to 3.31%, the ratio of temperatures by up to 1.55%, the adiabatic efficiency by up to 1.15% (abs.), and mass flowrate at the stage choke line up to 1.26%. With decreasing the rotor rotation frequency, the wear influence decreases, and the change in integral characteristics do not exceed 0.10% for the isodrome (a constant rotation frequency line) 70%. The article briefly outlines possible methods for analyzing the results for constructing the correlations between the erosion wear degree and the change in the compressor integral characteristics and also promising lines for development of studies.

评估、监测和预测燃气轮机组(GTU)组件和部件的技术状况是 GTU 运行期间必须处理的关键问题之一。在这方面,人们越来越需要使用统计、实验和计算数据的各种预测系统,以了解发生侵蚀时轴向压缩机(AC)特性的变化。文章介绍了一种基于可免费获取的因叶片压缩机侵蚀而导致机组故障的统计数据来开发侵蚀磨损叶片模型的方法。文章还提出了一套数学方法,用于确定叶片磨损程度、引入受侵蚀轮廓弦的变化以及考虑叶片高度上的磨损不均匀性。文章阐述了数值研究侵蚀程度和侵蚀模式如何影响压缩机级性能参数的问题。介绍了比较不同侵蚀几何模型的中间研究成果,以及评估这些模型在制定预测模型时对流动计算的适用性。对跨音速压缩机级在多种运行模式下叶片不同侵蚀磨损程度的计算结果进行了分析,并分析了所揭示的级整体和局部特性的退化模式。通过分析所考虑的级的各种侵蚀磨损程度发现,如果存在侵蚀磨损,压缩机压力比可能会下降达 3.31%,温度比可能会下降达 1.55%,绝热效率可能会下降达 1.15%(绝对值),级扼流线处的质量流量可能会下降达 1.26%。随着转子旋转频率的降低,磨损的影响也随之减小,对于等速线(恒定旋转频率线)70%,整体特性的变化不超过 0.10%。文章简要概述了分析结果以构建侵蚀磨损程度与压缩机整体特性变化之间相关性的可能方法,以及有希望发展的研究方向。
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引用次数: 0
Validation of the STEG Code against Experimental Data on Hydrodynamics of a Horizontal Steam Generator 根据水平蒸汽发生器流体力学实验数据验证 STEG 代码
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S004060152405001X
H. Abdi, N. Ouregani Jafari, V. I. Melikhov, O. I. Melikhov

A numerical analysis of the experiments addressed to studies of hydrodynamic processes in a horizontal steam generator has been performed using the STEG (STEam Generator) code. The main components of the experimental model include a staggered tube bundle, a submerged perforated sheet (SPS) with baffles, and a downcomer. An air–water mixture was used as a two-phase fluid. The working fluid flow in the model was driven by natural circulation induced by air supply to the lower, middle, and upper sections of the tube bundle. The gas void fraction was measured by the γ-radiography method. In addition, pressure drops along the height of the tube bundle and water levels in the model and above SPS were also measured. Each experiment was performed at a prescribed air load on the evaporation surface and water level in the model. The STEG code was developed at the Department of Nuclear Power Plants of NRU MPEI to model thermohydraulic processes in a horizontal steam generator. The mathematical model is based on a two-fluid approach to the description of a two-phase flow using balance mass, momentum, and energy conservation equations and semiempirical closing correlations for interfacial interactions and interactions with various surrounding structures (tube bundle, walls, etc.). The STEG code was used to perform calculations for nine experimental regimes differing in the perforation ratio of the submerged perforated sheet and the supplied air flowrate. The qualitative regularities of the two-phase air–water mixture circulation in the model of a horizontal steam generator and the effect of experimental values of the main parameters on the circulation have been established. Quantitative results of comparison of the predictions with the experiment demonstrate their good agreement since the relative errors in the predicted air void fractions and pressure drops do not exceed 10%.

使用 STEG(蒸汽发生器)代码对研究卧式蒸汽发生器流体力学过程的实验进行了数值分析。实验模型的主要组成部分包括交错管束、带挡板的水下穿孔板(SPS)和导流板。空气-水混合物被用作两相流体。模型中的工作流体流动由管束下部、中部和上部的空气供应引起的自然循环驱动。气体空隙率采用γ射线照相法测量。此外,还测量了沿管束高度的压降以及模型和 SPS 上部的水位。每次实验都是在蒸发面和模型水位达到规定空气负荷的情况下进行的。STEG 代码由 NRU MPEI 核电站部开发,用于模拟卧式蒸汽发生器中的热液压过程。该数学模型基于双流体方法,利用质量、动量和能量守恒平衡方程以及界面相互作用和与周围各种结构(管束、管壁等)相互作用的半经验闭合相关性来描述两相流。STEG 代码用于对浸没穿孔板的穿孔率和供气流速不同的九种实验状态进行计算。确定了水平蒸汽发生器模型中两相空气-水混合物循环的定性规律以及主要参数的实验值对循环的影响。预测值与实验值的定量比较结果表明,两者的一致性很好,因为预测的空气空隙率和压降的相对误差不超过 10%。
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引用次数: 0
Study of Heating and Evaporation of Rotating Graphene Nanofluid under the Influence of Solar Radiation 太阳辐射影响下旋转石墨烯纳米流体的加热和蒸发研究
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050045
K. T. Chan, A. S. Dmitriev, I. A. Mikhailova, P. G. Makarov

Conversion of solar radiation into steam is presently one of the trends in “green” energy (solar thermal energy), ecology, and clean water production. For the first time, a study of the heating and evaporation of a rotating graphene nanofluid under the influence of radiation from a solar simulator was carried out. The influence of various factors on these processes, including the direction of irradiation, graphene concentration, and liquid rotation speed, is considered. It has been shown that the evaporation rate significantly depends on the graphene concentration and the method of irradiation of the samples. When samples are irradiated from the side, as the graphene concentration increases, the average evaporation rate increases and reaches a maximum value and then decreases. When samples are irradiated from above and the liquid–air interface is in direct contact with the incident radiation, only a decrease in the evaporation rate is observed as the graphene concentration increases. In this case, heating of graphene also depends on the method of irradiating the sample. When in direct contact with radiation, graphene is heated to a high temperature, while in the bulk it is heated less efficiently than the base liquid (distilled water). It has been shown that the rate of evaporation from the surface of a rotating graphene nanofluid and the temperature of its volume significantly depend on the rotation speed. Of all the samples studied, a graphene nanofluid with a volume concentration of 0.5% is heated most efficiently. The use of thermal insulation can improve heating by approximately 5%. An analytical calculation of the profile of the interfacial surface is presented and its area is determined at different speeds of rotation of the liquid. Some effects that arise during the rotation of a graphene nanofluid and their influence on the parameters of hydrodynamics and heat and mass transfer, which is important for fundamental and applied energy problems, have been identified.

将太阳辐射转化为蒸汽是目前 "绿色 "能源(太阳热能)、生态学和清洁水生产的趋势之一。该研究首次对旋转石墨烯纳米流体在太阳模拟器辐射影响下的加热和蒸发过程进行了研究。研究考虑了各种因素对这些过程的影响,包括辐照方向、石墨烯浓度和液体旋转速度。结果表明,蒸发率在很大程度上取决于石墨烯浓度和样品的辐照方式。当样品从侧面照射时,随着石墨烯浓度的增加,平均蒸发率会增加并达到最大值,然后降低。当样品从上方照射,且液气界面直接接触入射辐射时,随着石墨烯浓度的增加,蒸发率只会下降。在这种情况下,石墨烯的加热也取决于照射样品的方法。与辐射直接接触时,石墨烯会被加热到很高的温度,而散装石墨烯的加热效率要低于基液(蒸馏水)。研究表明,旋转的石墨烯纳米流体表面的蒸发率及其体积温度与旋转速度有很大关系。在所有研究样品中,体积浓度为 0.5% 的石墨烯纳米流体的加热效率最高。使用隔热材料可将加热效率提高约 5%。本文介绍了界面表面轮廓的分析计算方法,并确定了液体以不同速度旋转时的界面面积。确定了石墨烯纳米流体旋转过程中产生的一些效应及其对流体力学、传热和传质参数的影响,这对基础和应用能源问题非常重要。
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引用次数: 0
Coolant Hydrodynamics at the Inlet to the FA of the RITM-Type Reactor of a Small Nuclear Power Plant 小型核电站 RITM 型反应堆 FA 入口处的冷却剂流体力学
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050057
S. M. Dmitriev, T. D. Demkina, A. A. Dobrov, D. V. Doronkov, D. S. Doronkova, A. N. Pronin, A. V. Ryazanov

The results of an experimental study into the features of the process of coolant flow formation in the inlet section of the fuel assembly (FA) of the core of a RITM-type reactor of a small nuclear power plant (SNPP) are presented. The purpose of the work is to evaluate the influence of different design elements of the inlet section on the formation of coolant flow. To achieve this goal, a series of experiments was completed on a research aerodynamic stand with an air working environment using a large-scale experimental model, including structural elements of the FA inlet section from the throttle orifice to the fuel rod fastening unit to the diffuser, as well as a fragment of the fuel rod bundle between the absorber and spacer grids. The studies were carried out using the pneumometric method and the method of injection of a contrast admixture in several sections along the length of the model. Measurements were made over the entire cross section of the model. Features of the coolant flow are visualized by cartograms of the axial flow velocity of the working medium and the distribution of admixture in the cross section of the model. The research results were used by specialists from the design and calculation departments of OKBM Afrikantov to substantiate engineering solutions when designing new cores of RITM reactors. The results of the experiments were collected into a database and used in the validation of the LOGOS CFD computer program created by employees of the All-Russian Research Institute of Experimental Physics and the Institute for Theoretical and Mathematical Physics of Moscow State University as analogues of foreign computer programs of the same class, which include ANSYS, Star CCM, etc. Experimental data were also used when validating one-dimensional thermal-hydraulic codes used at OKBM Afrikantov in substantiating the thermal reliability of reactor cores. The thermohydraulic code CANAL is also included in this class of computer programs.

本文介绍了对小型核电厂(SNPP)RITM 型反应堆堆芯燃料组件(FA)入口段冷却剂流形成过程特征的实验研究结果。这项工作的目的是评估入口部分不同设计元素对冷却剂流形成的影响。为实现这一目标,在一个具有空气工作环境的研究空气动力学台架上使用大型实验模型完成了一系列实验,其中包括从节流孔到燃料棒紧固单元再到扩散器的 FA 入口部分的结构元素,以及吸收器和隔栅之间的燃料棒束片段。研究采用了气动测量法和在模型长度方向上的几个部分注入对比度外加剂的方法。对模型的整个横截面进行了测量。工作介质的轴向流速和混合剂在模型横截面上的分布情况通过制图直观地显示出来。在设计 RITM 反应堆的新堆芯时,OKBM 阿夫里坎托夫公司设计和计算部门的专家利用这些研究成果来证实工程解决方案。全俄实验物理研究所和莫斯科国立大学理论和数学物理研究所的员工创建了 LOGOS CFD 计算机程序,作为 ANSYS、Star CCM 等国外同类计算机程序的类似程序。在验证阿夫里康托夫国家核反应堆厂(OKBM Afrikantov)用于证明反应堆堆芯热可靠性的一维热流体力学代码时,也使用了实验数据。热液压代码 CANAL 也属于这一类计算机程序。
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引用次数: 0
Comprehensive Development of Brines of the Berikei Geothermal Field 综合开发贝里凯地热区的卤水
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050021
A. B. Alkhasov, D. A. Alkhasova

It has been shown that complex processing of hydrothermal brines from the Berikei geothermal field can be highly effective. The development of the deposit’s resources can be carried out in two stages. At the first stage, it is proposed to organize the production of chemical compounds based on self-flowing brines. After developing the technology for extracting chemical components from brine, it is recommended to move on to the second stage: implementing an integrated technology for utilizing thermal energy with the subsequent extraction of chemical components from the cooled brine. This technique allows one to use all the resources of the field. The thermal energy of the geothermal brine is recovered in a greenhouse and a geothermal steam-gas power plant (GSGP), which includes units of a binary geothermal power plant (GeoPP) and a gas turbine power plant (GTPP). In a binary GeoPP, the low-boiling working fluid is heated to a higher temperature by removing heat from the geothermal brine. Further heating of the working fluid to the evaporation temperature and its evaporation and overheating are carried out by the heat of the GTPP exhaust gases. The construction of a GSGP will allow for uninterrupted and autonomous supply of electricity to the entire complex. The development of all hydrothermal resources of the Berikei deposit will make it possible to annually obtain 2000 t of lithium carbonate and, thereby, provide a significant part of the needs of Russian industry as well as produce more than 580 000 t of table salt, which will solve the problem of import substitution of this product.

事实证明,对 Berikei 地热区的热液卤水进行复杂的加工可以取得很好的效果。该矿床资源的开发可分两个阶段进行。在第一阶段,建议在自流卤水的基础上组织生产化合物。在开发出从盐水中提取化学成分的技术后,建议进入第二阶段:实施利用热能的综合技术,随后从冷却的盐水中提取化学成分。这种技术可以利用地热资源的所有资源。地热卤水的热能在温室和地热蒸汽-燃气发电厂(GSGP)中回收,其中包括二元地热发电厂(GeoPP)和燃气轮机发电厂(GTPP)。在二元地热电站中,低沸点工作流体通过从地热盐水中去除热量而被加热到较高温度。通过 GTPP 废气的热量,将工作液进一步加热到蒸发温度,并使其蒸发和过热。地热发电站的建设将为整个建筑群提供不间断和自主的电力供应。开发 Berikei 矿床的所有热液资源将使每年获得 2000 吨碳酸锂成为可能,从而满足俄罗斯工业的大部分需求,并生产 58 万多吨食盐,从而解决该产品的进口替代问题。
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引用次数: 0
Optimization of Weight and Size Characteristics and Unification of Heaters of the Regeneration System of NPP Turbine Units 优化核电厂涡轮机组再生系统加热器的重量和尺寸特性及统一性
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050070
E. N. Kulakov, Yu. G. Sukhorukov, D. G. Soenko, I. E. Vikharev, S. B. Esin, F. A. Svyatkin, K. A. Grigoriev, A. V. Popov

When designing new nuclear power plants, it is important to ensure cost-effective electricity production while complying with safety, reliability, and environmental protection requirements. One of the directions for solving this problem is to improve the equipment of nuclear power plants, in particular the search for the most suitable technical solutions for regenerative high- and low-pressure heaters (HPH and LPH) of steam turbine units (STU). Optimization of water subcooling to the saturation temperature of the heating steam (hereinafter referred to as subcooling) in the STU regeneration stages makes it possible to increase the power of the power unit or reduce the metal intensity of the heaters, depending on the expected economic indicators of the nuclear power plant, which leads to a reduction in the estimated cost of generated electricity. Unification of heaters will make it possible to simplify the processes of design, manufacturing, repair, and transportation of serially produced heat-transfer equipment, improve the layout of the turbine building, and reduce equipment development costs. The article presents the results of calculations of the technical and economic indicators of the heat-transfer equipment of the STU regeneration system type K-1200-6.8/50 LMZ, and draws conclusions about the possibility of finding a preferable solution based on the criterion of annual economic effect. A special feature of the methodology used is the determination of the most appropriate values of water subcooling in surface heaters of the STU regeneration system depending on operating conditions, the situation on the electricity and equipment market, as well as economic policy. The possibility of increasing the economic efficiency of the power unit by optimizing the weight and size characteristics and unifying the heat-transfer equipment of the regeneration system is shown. An additional economic effect can be obtained by using chamber-type heaters in a horizontal design, combining two heating stages in one housing. A promising layout option is that in which the entire LPH group is represented by unified surface-type devices in a horizontal design located in the condenser hood of a half-speed STU.

在设计新的核电站时,重要的是要确保经济高效的电力生产,同时满足安全性、可靠性和环保要求。解决这一问题的方向之一是改进核电站的设备,特别是为蒸汽轮机组(STU)的再生式高压和低压加热器(HPH 和 LPH)寻找最合适的技术解决方案。根据核电厂的预期经济指标,在 STU 再生阶段优化水过冷度,使其达到加热蒸汽的饱和温度(以下简称过冷度),这样就有可能提高机组功率或降低加热器的金属强度,从而降低发电成本。加热器的统一可以简化系列化生产的换热设备的设计、制造、维修和运输过程,改善汽轮机厂房的布局,降低设备开发成本。文章介绍了 K-1200-6.8/50 LMZ 型 STU 再生系统换热设备的技术和经济指标的计算结果,并根据年经济效益标准得出了找到最佳解决方案的可能性结论。所使用方法的一个特点是,根据运行条件、电力和设备市场情况以及经济政策,确定 STU 再生系统表面加热器中水过冷度的最适当值。通过优化重量和尺寸特性以及统一再生系统的传热设备,可以提高动力装置的经济效益。在水平设计中使用箱式加热器,将两个加热阶段合并在一个外壳中,可以获得额外的经济效益。一个很有前景的布局方案是,整个低压换热器组由统一的表面型设备组成,采用水平设计,位于半速 STU 的冷凝器罩内。
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引用次数: 0
Posttest Calculations of Thermal-Hydraulic Conditions for Test Benches Simulating a Loss of Spent Fuel Pool Cooling Accident at BWR and VVER-1000/1200 Reactors 模拟 BWR 和 VVER-1000/1200 反应堆乏燃料池冷却失效事故的试验台热-水力条件的试验后计算
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050069
N. V. Ivanova, M. M. Bedretdinov, O. E. Stepanov, A. G. Karetnikov, D. N. Moisin, C. Schuster

The article presents the results of new investigations into possible loss of cooling of spent fuel assemblies (FAs) stored in near-reactor spent fuel pools of BWR and VVER reactor plants (RPs). The experiments were carried out in 2022 on the ALADIN installation (Germany, a BWR type RP) and the “Reflooding test bench” installation (Russia, a VVER type RP). In comparing the experimental data obtained on different test benches, it was noted that the thermal-hydraulic processes that were observed during water boiling, cooling, and subsequent heat-up of fuel assemblies had similar patterns for the above-mentioned reactor types. By using the KORSAR/GP computer code, posttest calculations of experiments were carried out, the results of which were compared with the basic experimental data on the maximum fuel rod temperature and water level. Good agreement between the calculated and experimental results was obtained. Deviations of the calculated data from the experimental results were estimated with respect to the water boiling onset and fuel rod heat-up onset moments, the moment at which the fuel rod temperature reaches its maximum value, and its absolute values. The obtained results can be used for validating thermal-hydraulic codes, substantiating their applicability, and for performing safety analysis under the conditions of accidents involving loss of spent fuel pool cooling at NPPs with VVER/PWR reactor plants.

文章介绍了对 BWR 和 VVER 反应堆厂(RPs)近堆乏燃料池中储存的乏燃料组件(FAs)可能失去冷却的新调查结果。实验于 2022 年在 ALADIN 装置(德国,BWR 型反应堆)和 "再充水试验台 "装置(俄罗斯,VVER 型反应堆)上进行。通过比较在不同试验台上获得的实验数据,可以发现在水沸腾、冷却和随后的燃料组件升温过程中观察到的热液压过程,在上述反应堆类型中具有相似的模式。通过使用 KORSAR/GP 计算机代码,进行了实验后计算,并将计算结果与最高燃料棒温度和水位的基本实验数据进行了比较。计算结果与实验结果非常吻合。在水沸腾开始时刻和燃料棒升温开始时刻、燃料棒温度达到最大值的时刻及其绝对值方面,对计算数据与实验结果的偏差进行了估算。所获得的结果可用于验证热工水力代码、证实其适用性,以及在配有 VVER/PWR 反应堆装置的核电厂发生乏燃料池冷却损失事故的条件下进行安全分析。
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引用次数: 0
Experience with Application of Laser Diagnostics Systems in Experimental Studies of Wet Steam Flows in the Flow Path of Turbomachines: Basic Results of Studies and System Development Trends 在涡轮机流道湿蒸汽流实验研究中应用激光诊断系统的经验:基本研究结果和系统发展趋势
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-20 DOI: 10.1134/S0040601524050094
V. A. Tishchenko, A. A. Tishchenko, V. G. Gribin, V. V. Popov, I. Yu. Gavrilov, K. A. Berdyugin, D. G. Sokolov

The findings in application of laser diagnostic systems for the investigation of wet steam flows in flow paths of steam turbines, specifically, in channels of various configurations, are reviewed. The experimental results accumulated over more than a decade enabled the authors to generalize and formulate the essential features of the movement of coarse erosion-hazardous droplets downstream of turbine cascades and in interblade channels. The regions with liquid phase particles are found using the data of visual analysis. The results of application of the particle image velocimetry/particle tracking velocity (PIV/PTV) methods, which implement algorithms for determining vector fields of particle velocities, are presented. The features of the distribution of kinematic characteristics of the liquid phase in various regions of turbine cascades, which affect the erosion wear rate, are discussed. Data are presented on the effect of the blade profile on the formation of trajectories of droplet flows, and methods for improving the separation ability of a blade operating in a wet stem flow are proposed. Using the experimental database on liquid phase velocity fields in turbine channels of various configurations, a semiempirical model of the flow of large erosive-dangerous droplets is formulated. It describes their movement in a cocurrent steam flow and interaction with the walls of the interblade channels. A review is presented of engineering solutions that were obtained on the basis of theoretical and experimental studies of wet steam flows using laser diagnostic systems. The concept of blade surface heating, heating steam jet injection, and optimization of the in-channel separation system is examined. The principles are formulated for the development of approaches based on laser flow diagnostic systems in the field of application of neural networks, which should considerably extend the capabilities of experimental studies since they offer the potential for increasing the amount of data obtained by implementing such experimental methods.

本文回顾了应用激光诊断系统研究蒸汽轮机流道中的湿蒸汽流,特别是各种结构的水道中的湿蒸汽流的研究成果。十多年来积累的实验结果使作者能够概括并提出汽轮机级联下游和叶间通道中具有侵蚀危害的粗大液滴运动的基本特征。利用视觉分析数据找到了液相颗粒所在区域。介绍了粒子图像测速/粒子跟踪速度(PIV/PTV)方法的应用结果,该方法采用了确定粒子速度矢量场的算法。讨论了影响侵蚀磨损率的涡轮级联各区域液相运动特性的分布特征。介绍了叶片轮廓对液滴流动轨迹形成影响的数据,并提出了提高在湿干流中运行的叶片分离能力的方法。利用各种配置的涡轮通道中液相速度场的实验数据库,制定了大型侵蚀性危险液滴流动的半经验模型。该模型描述了它们在共流蒸汽流中的运动以及与叶间通道壁的相互作用。报告回顾了在使用激光诊断系统对湿蒸汽流进行理论和实验研究的基础上获得的工程解决方案。研究了叶片表面加热、加热蒸汽喷射和通道内分离系统优化的概念。为在神经网络应用领域开发基于激光流量诊断系统的方法制定了原则,这将大大扩展实验研究的能力,因为它们为增加通过实施此类实验方法获得的数据量提供了潜力。
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引用次数: 0
Heat Load Prediction of District Heating Systems Based on SCSO-TCN 基于 SCSO-TCN 的区域供热系统热负荷预测
IF 0.9 Q4 ENERGY & FUELS Pub Date : 2024-05-04 DOI: 10.1134/S0040601524040013
M. Gong, C. Han, J. Sun, Y. Zhao, S. Li, W. Xu

Heat load prediction is crucial to the heat regulation of district heating systems (DHS). In heat load forecasting tasks, deep learning can frequently achieve more accurate model building. A deep learning algorithm, the temporal convolutional network (TCN), has been used for DHS heat load prediction. However, there are many hyperparameters for TCN. Manually tuning the TCN parameters cannot make the model have good performance. This study presents a hybrid method based on sand cat swarm optimization (SCSO) and TCN. The SCSO is used to optimize the hyperparameters (number of filters, filter size, dropout rate, and batch size) of TCN. To verify the effectiveness of SCSO-TCN, another two hybrid models, particle swarm optimization with TCN and the sparrow search algorithm with TCN, are established for comparison. The historical heat load data of three heat exchange stations in Tianjin is utilized for the testing experiments. The findings demonstrate that SCSO-TCN has higher predictive accuracy and better generalization ability than the PSO-TCN and SSA-TCN models.

摘要 热负荷预测对于区域供热系统(DHS)的热调节至关重要。在热负荷预测任务中,深度学习通常可以实现更精确的模型构建。一种深度学习算法--时序卷积网络(TCN)已被用于区域供热系统的热负荷预测。然而,TCN 有许多超参数。手动调整 TCN 参数并不能使模型具有良好的性能。本研究提出了一种基于沙猫群优化(SCSO)和 TCN 的混合方法。SCSO 用于优化 TCN 的超参数(过滤器数量、过滤器大小、滤除率和批量大小)。为了验证 SCSO-TCN 的有效性,还建立了另外两个混合模型进行比较,即粒子群优化与 TCN 和麻雀搜索算法与 TCN。测试实验采用了天津三个换热站的历史热负荷数据。结果表明,与 PSO-TCN 和 SSA-TCN 模型相比,SCSO-TCN 具有更高的预测精度和更好的泛化能力。
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引用次数: 0
期刊
Thermal Engineering
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