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The Use of Torrefaction in Superheated Steam Medium to Obtain Biochar from Potato Peel 利用过热蒸汽介质焙烧法从马铃薯皮中提取生物炭
IF 1 Q4 ENERGY & FUELS Pub Date : 2026-01-27 DOI: 10.1134/S004060152570065X
R. L. Is’emin, D. V. Klimov, O. Yu. Milovanov, A. V. Mikhalev, S. N. Kuz’min, K. I. Milovanov

The article presents the results of studying the wet torrefaction (or accelerated hydrothermal carbonization) process in a fluidized bed in superheated steam medium. The aim of such experiment is to obtain charcoal from biomass the characteristics of which are at least as good as those of biochar obtained using the classic hydrothermal carbonization method, but with a drastically reduced the process duration and abandoning the use of reactors operating at high pressure. Previously, the processes of torrefaction in superheated steam medium of a mixture of chicken manure and wood sawdust, wastewater settlement, hazelnut shell, already used tea leaves, and sunflower husk were studied. Samples of biochar that can be used as biofuel, sorbents, or soil improvers were obtained. The duration of the wet torrefaction process in a fluidized bed was not more than 30 min instead of 5–12 h in the case of using the classic hydrothermal carbonization, and the steam gage pressure was not higher than 0.07 MPa. In the framework of the project that is being implemented jointly with the universities of the BRICS member states, the thermochemical reprocessing of potato peel into biofuel with the process temperature varied from 200 to 300°С and duration from 10 to 30 min was studied. As a result of potato peel torrefaction, the biomass heating value (in ash-free dry state) increases by a factor of 1.35 (from 20.68 to 28.0 MJ/kg). It has also been found that an increase in the torrefaction process temperature and duration facilitates an increase in the potato peel heating value with the activation energy ranging from 16.8 to 23.9 MJ/kg.

本文介绍了在过热蒸汽介质中流化床湿法焙烧(或加速水热碳化)过程的研究结果。该实验的目的是从生物质中获得木炭,其特性至少与使用经典水热炭化方法获得的生物炭相同,但大大缩短了过程时间,并且放弃了使用高压反应器。在此之前,研究了鸡粪与木屑、废水、榛子壳、废茶叶和葵花籽壳的混合物在过热蒸汽介质中的焙烧工艺。获得了可以用作生物燃料、吸附剂或土壤改良剂的生物炭样品。流化床湿法焙烧过程的持续时间不超过30 min,而经典水热炭化法为5-12 h,蒸汽表压力不高于0.07 MPa。在与金砖国家大学联合实施的项目框架内,研究了马铃薯皮热化学后处理为生物燃料,工艺温度为200至300°С,持续时间为10至30分钟。由于马铃薯皮的烘烤,生物质热值(在无灰干燥状态下)增加了1.35倍(从20.68到28.0 MJ/kg)。升温过程温度和持续时间的增加有利于马铃薯皮热值的提高,其活化能在16.8 ~ 23.9 MJ/kg之间。
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引用次数: 0
The Influence of Perovskite Layer Thickness on the Solar Cell Energy Conversion Efficiency 钙钛矿层厚度对太阳能电池能量转换效率的影响
IF 1 Q4 ENERGY & FUELS Pub Date : 2026-01-27 DOI: 10.1134/S0040601525700594
A. Z. Agoev, A. M. Karmokov, E. N. Kozyrev, O. A. Molokanov, R. Yu. Karmokova

The photovoltaic parameters of a perovskite solar cell with the ITO/ZnO/CH3NH3PbI3/NiO/Ag heterostructure are calculated and optimized. Perovskite CH3NH3PbI3, which is the most promising material for photovoltaic converters, was used as the solar energy absorber. Zinc oxide ZnO with n-type conductivity, which ensures high mobility of electrons, and nickel oxide NiO, which features high performance stability and optimal electrical characteristics for use as a buffer layer with p-type conductivity, were used as electrodes at the junctions with perovskite. Such buffer layers ensure stable, reliable, and long-term operation of a solar cell. The modeling was carried out by solving the system of Poisson equations and continuity equations for electrons and holes in 1D stationary approximation with taking into account defects in the perovskite volume (1013 cm–3) and at the ZnO/CH3NH3PbI3 (108 cm−3) and CH3NH3PbI3/NiO (1010 cm–3) junctions. Numerical calculations were carried out using the SCAPS-1D software package, which implements the diffusion-drift model of charge transfer in semiconductors. It has been determined that the perovskite layer thickness has an essential influence on the cell key parameters: open-circuit voltage, short-circuit current density, efficiency, and fill factor of current-voltage characteristic. The maximal efficiency (24.3%) is reached at a perovskite layer thickness of around 1.55 μm. In that case, the open-circuit voltage is 1.15 V, the short-circuit current density is 24.6 mA/cm2, and the fill factor is 86.6%. The current-voltage characteristic shows that the current density remains stable to the voltage value of around 0.9 V.

计算并优化了ITO/ZnO/CH3NH3PbI3/NiO/Ag异质结构钙钛矿太阳能电池的光伏参数。利用钙钛矿CH3NH3PbI3作为太阳能吸收剂,该材料是最有前途的光伏变流器材料。采用具有n型电导率的氧化锌ZnO和具有p型电导率的氧化镍NiO作为缓冲层,分别作为钙钛矿连接处的电极。这样的缓冲层保证了太阳能电池的稳定、可靠和长期运行。考虑到钙钛矿体积(1013 cm - 3)、ZnO/CH3NH3PbI3 (108 cm - 3)和CH3NH3PbI3/NiO (1010 cm - 3)结处的缺陷,通过求解一维稳态近似下的泊松方程和电子和空穴的连续性方程进行了建模。利用SCAPS-1D软件实现了半导体中电荷转移的扩散-漂移模型,并进行了数值计算。确定了钙钛矿层厚度对电池的关键参数:开路电压、短路电流密度、效率和电流-电压特性填充系数有重要影响。当钙钛矿层厚度约为1.55 μm时,效率最高(24.3%)。此时开路电压为1.15 V,短路电流密度为24.6 mA/cm2,填充系数为86.6%。电流-电压特性表明,电流密度在0.9 V左右的电压值保持稳定。
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引用次数: 0
Restoration of the Droplet Size Distribution Function when Solving the Kinetic Equation by the Moment Method 矩量法求解动力学方程时液滴尺寸分布函数的恢复
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700545
A. A. Sidorov

Bulk condensation is a fairly common phenomenon in science and technology, so there is a need to determine the characteristics of a flow with condensing impurities, including the mass flow rate, quantity, and size of the formed and growing particles. To solve the problem of separating these particles from a gas–droplet flow, the type of distribution function, as well as the determination of the mass flow rate of droplets depending on their size, are the main initial data on which the quality of the design of the separation device depends. In the process of solving the kinetic equation using a direct numerical solution, the moments, as well as the particle size distribution function, are available at each step and do not require their reconstruction, whereas only the corresponding moments are available when using the moment method, but the distribution function is not. It is known that it is possible to reconstruct the form of the distribution function using the values of its moments, but the implementation of standard methods requires a large number of moments, and they have low stability or low accuracy. In this regard, the author’s modification of the well-known method for restoring the distribution function using the gamma distribution was developed, tested by comparison with known solutions. It is shown that the maximum difference between the known distribution function and the function reconstructed through a modification of the gamma distribution approximation, when solving the problem of bulk condensation during supersonic outflow of a vapor-gas mixture through a nozzle in a wide range of initial pressures, temperatures, and mass fractions of impurities for various components of the mixture, does not exceed 5%. In a subsequent comparison of the distribution function, reconstructed from the moments determined from the solution of the kinetic equation by the method of moments, with a direct numerical solution, the difference was at the level of 10%, while the probability of particles falling into a predetermined interval when ranking the distribution function by intervals was no more than 5%, which is acceptable for taking these data into account in flow separation problems. A method is proposed for determining the mass flow rate of droplets (particles) whose radius falls within a predetermined interval for the subsequent formulation of the problem of separating a gas–droplet or gas–dust flow using the reconstructed distribution function.

大块凝结是科学技术中相当常见的现象,因此需要确定含有凝结杂质的流动的特性,包括形成和生长的颗粒的质量流量、数量和大小。为了解决从气滴流中分离这些颗粒的问题,分布函数的类型以及根据其大小确定液滴的质量流量是分离装置设计质量所依赖的主要初始数据。在用直接数值解求解动力学方程的过程中,每一步都有矩量和粒径分布函数,不需要重建,而用矩量法只得到相应的矩量,没有分布函数。众所周知,利用分布函数的矩值重构分布函数的形式是可能的,但标准方法的实现需要大量的矩,且稳定性低或精度低。在这方面,作者对利用伽马分布恢复分布函数的著名方法进行了修改,并与已知解进行了比较。结果表明,在较宽的初始压力、温度和混合物中各种成分的杂质质量分数范围内,当蒸汽-气体混合物通过喷嘴超音速流出时,已知分布函数与通过修正伽玛分布近似重建的函数之间的最大差异不超过5%。在随后的比较中,由矩量法求解动力学方程确定的矩量重构的分布函数与直接数值解的差异在10%左右,而按间隔对分布函数排序时,颗粒落入预定区间的概率不超过5%,这对于在流动分离问题中考虑这些数据是可以接受的。本文提出了一种确定半径落在预定区间内的液滴(颗粒)质量流率的方法,用于后续用重构分布函数求解气滴或气尘分离问题。
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引用次数: 0
Computational Substantiation of Model Experiments for Studying the Occurrence Conditions of Condensation-Induced Water Hammers in the Injection Pipeline of a Pressurizer System 增压系统注入管道冷凝水锤发生条件模型实验的计算证实
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700582
A. N. Churkin, V. I. Kryzhanovskiy, S. S. Melekh

During normal operation, the upper section of the injection pipeline of the pressurizer system in a reactor plants (RP) with VVER reactors contains steam and subcooled water induced by prescribed operating coolant leakages. To substantiate the safe operation of the RP, experimental studies of the conditions for the initiation of the condensation-induced water hammer (CIWH) are required. Such studies are needed to confirm the absence of CIWH events under steady-state conditions and to estimate potential impact loads during transients. The problem was formulated to perform preliminary calculations of the experiments to substantiate that the results obtained in a downscaled model made to 1 : 2 scale for all dimensions may be transferred to the conditions of a full-scale pipeline. The developed computational model, implemented in the Russian code KORSAR, is described. The paper presents the results of a computational study of thermohydraulic processes in a full-scale injection pipeline after a decrease in the water level in the pressurizer below the spray nozzles during heating of the reactor plant in the presence of the prescribed permanent coolant leakage through the pipeline. Critical flow rates at which steam does not enter the injection pipeline or fills only the section located in the pressurizer have been determined. Variant calculations were performed of a scaled pipeline with different values of the permanent leakage flowrate; flow rates were set as required to ensure similarity in terms of Reynolds, Mach, Froude, and homochronicity numbers. When comparing predictions for the full-scale and downscaled pipelines, the similarity was demonstrated of thermohydraulic processes at a model flowrate of permanent leakages, selected to obtain the same of Froude numbers, and the full-scale values of the steam pressure and the incoming water temperature.

在正常运行过程中,装有VVER反应堆的反应堆厂(RP)稳压器系统的喷射管道上部含有由规定的运行冷却剂泄漏引起的蒸汽和过冷水。为了证实RP的安全运行,需要对冷凝诱发水锤(CIWH)的启动条件进行实验研究。需要这样的研究来确认在稳态条件下不存在CIWH事件,并在瞬态期间估计潜在的冲击载荷。制定该问题是为了对实验进行初步计算,以证实在所有维度上按1:1比例缩小的模型中获得的结果可以转移到全尺寸管道的条件下。描述了在俄罗斯代码KORSAR中实现的开发计算模型。本文介绍了在规定的永久冷却剂通过管道泄漏的情况下,在反应堆装置加热过程中,喷嘴下方的稳压器水位下降后,全尺寸喷射管道内热水力过程的计算研究结果。已经确定了蒸汽不进入喷射管道或只填充位于稳压器内的部分的临界流量。用不同的永久泄漏流量值对管道进行了不同的计算;为保证雷诺数、马赫数、弗劳德数和同时性数的相似性,按要求设置流速。在对全尺寸和缩小尺寸管道的预测进行比较时,证明了在永久泄漏模型流量下的热水力过程的相似性,选择以获得相同的弗劳德数,以及蒸汽压力和进水温度的全尺寸值。
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引用次数: 0
The Formulae for Calculating Radiative Heat Fluxes in Systems with Partially Transparent Structures 部分透明结构系统辐射热通量的计算公式
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525600099
Kim Chol Gon, Ri Pong Uk, Jon Chol Jin, Ri Jin Ryong

So far, there has been a little imperfection in the analytical theory of the radiation heat transfer. Although there is the calculation formula for non-transparent bodies, but more universal calculation formulae for partially transparent bodies have not yet been found. Up to now, the radiation heat transfer in solar greenhouses, solar collectors and general houses and buildings with windows has been analyzed using the repeated reflection method. However, the repeated reflection method should make a great effort to calculate compared to the effective radiation method, that is to say, the radiosity method. Therefore, we derived formulae for the calculation of radiation heat flux by using the effective radiation method (namely, the radiosity method) when two gray bodies randomly placed in space are partially transparent bodies. As a result, we ensured the universality of calculation theory in the radiation heat transfer.

到目前为止,辐射传热的解析理论还存在一些不完善的地方。虽然有非透明物体的计算公式,但部分透明物体的更通用的计算公式尚未找到。迄今为止,利用重复反射法对太阳能温室、太阳能集热器和一般有窗房屋的辐射传热进行了分析。但是,与有效辐射法,即辐射度法相比,重复反射法在计算上要下很大的功夫。因此,我们推导了在空间中随机放置的两个灰色体为部分透明体时,采用有效辐射法(即辐射度法)计算辐射热通量的公式。从而保证了辐射传热计算理论的通用性。
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引用次数: 0
Features of Deposits of Structural Material Corrosion Products in Steam-Generating Systems at Nuclear and Thermal Power Plants 核、火电厂蒸汽发生系统结构材料腐蚀产物沉积特征
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700570
V. S. Polonsky, D. A. Gorr, M. A. Mironenko

Morphology and thermophysiscal properties of deposits of construction material corrosion products (CMCPs) in steam-generating systems at nuclear power plants (NPPs) and thermal power plants (TPPs) are analyzed. Modern power units utilize high-quality water, and construction materials are essentially steels. Therefore, the main impurities in water are various iron compounds. The deposits of corrosion products usually consist of iron oxides (mainly magnetite). These deposits have a specific capillary-porous structure and considerably affect heat-and-mass transfer during phase transformations. Capillary hydrodynamics also has a pronounced effect on transfer processes. In recent decades, many publications have appeared about the effect of deposit morphology on the concentration of impurities and reagents that control the water chemistry in reactors and steam generators of nuclear power plants. Growing attention has also focused on the temperature conditions of steam-generating surfaces with deposits during heat transfer. The governing effect is produced by the structural features of the deposit layer, such as the diameters of steam and liquid microchannels, density of their distribution over the layer surface, internal characteristics of the boiling process, thermophysical properties of the deposits, thermodynamic and transport properties of water and steam. An analysis of the published data yielded approximating correlations for the diameter of steam microchannels, their distribution density, effective thermal conductivity of the deposit layer, and the maximum water superheating temperature in the deposit layer. Predictions by these correlations satisfactory agree with experimental data. A classification of deposits by their thickness based on the maximum temperature during steam generation at nuclear and thermal power plants is recommended.

分析了核电站和火电厂蒸汽发生系统中建筑材料腐蚀产物(CMCPs)沉积物的形态和热物理性质。现代发电机组使用高质量的水,建筑材料基本上是钢。因此,水中的杂质主要是各种含铁化合物。腐蚀产物的沉积物通常由氧化铁(主要是磁铁矿)组成。这些沉积物具有特殊的毛细管-多孔结构,在相变过程中对传热传质有很大的影响。毛细流体力学对传递过程也有显著的影响。近几十年来,出现了许多关于沉积物形态对控制核电站反应堆和蒸汽发生器水化学的杂质和试剂浓度的影响的出版物。越来越多的注意力也集中在热传递过程中有沉积物的蒸汽产生表面的温度条件上。控制作用是由沉积层的结构特征产生的,如蒸汽和液体微通道的直径、它们在沉积层表面的分布密度、沸腾过程的内部特征、沉积层的热物理性质、水和蒸汽的热力学和输运性质。通过对已发表数据的分析,得出了蒸汽微通道直径、微通道分布密度、沉积层有效导热系数和沉积层最高水过热温度之间的近似相关性。这些相关性的预测与实验数据吻合得很好。建议根据核电站和火电厂蒸汽产生时的最高温度,按厚度对沉积物进行分类。
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引用次数: 0
Proposals on Classifying the Kinds of Damages and on Standardizing the Terms and Definitions Related to Diagnostics and Repairs of Steam Turbines 关于汽轮机诊断与修理损害种类分类及规范术语和定义的建议
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700508
I. Yu. Klyainrok, B. E. Murmanskii

Lack of a unified and commonly accepted standard for describing flaws in performing equipment diagnostics results in that different authors use essentially different terminology for denoting them. In view of this circumstance, difficulties are encountered in attempts to generalize the signs presented in various literature sources, as well as flaw revealing methods. In addition, in many publications on diagnostics, their authors use, at a first glance, similar terminology: “defect,” “damage,” and “flaw.” The term “defect” means each individual nonconformity of products to established requirements; i.e., this term is more relevant to errors in the technology of manufacture, assembling, and repair of a product by the corresponding specialized enterprises, at which the product quality control is performed, so that this term is not quite relevant to equipment damages occurred during its operation. The term “damage” denotes an event which consists in a loss of an object’s perfect state with retaining its up state, and the term “flaw” denotes an object’s state in which it does not meet at least one of the requirements stated by the regulatory technical and/or engineering (design) documentation. The term “flaw” is the most exhaustive one and includes both the cause (the actual damage of parts) and effect (deviation of the parameters monitored and manifestation of this damage). For the purpose of further development of diagnostic systems, it is necessary to elaborate a group of standards regulating the developments in the field of power equipment diagnostics. The article presents—taking a steam turbine as an example—proposals on general classification of damage kinds and on standardization of terms and definitions of main damages.

缺乏一个统一的和普遍接受的标准来描述执行设备诊断的缺陷,导致不同的作者使用本质上不同的术语来表示它们。鉴于这种情况,在试图概括各种文献来源中所呈现的符号以及揭示缺陷的方法时遇到了困难。此外,在许多关于诊断的出版物中,它们的作者乍一看使用类似的术语:“缺陷”、“损坏”和“缺陷”。“缺陷”一词是指产品个别不符合规定要求的情况;也就是说,这个术语更多的是与产品的制造、装配、修理过程中由相应的专业企业进行产品质量控制的技术失误有关,因此这个术语与设备在运行过程中发生的损坏不太相关。术语“损坏”指的是物体的完美状态的丧失,而保持其up状态,术语“缺陷”指的是物体的状态,它不符合至少一个由监管技术和/或工程(设计)文件规定的要求。“缺陷”一词是最详尽的,它既包括原因(部件的实际损坏),也包括影响(被监测参数的偏差和这种损坏的表现)。为了进一步发展诊断系统,有必要制定一套规范电力设备诊断领域发展的标准。本文以某汽轮机为例,提出了损伤种类的一般分类和主要损伤术语和定义的标准化建议。
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引用次数: 0
Influence of the Operating Parameters of the Irrigation Heat Exchanger of a Desalinating Plant on the Efficiency of Its Operation 某海水淡化厂灌溉式换热器运行参数对其运行效率的影响
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700569
O. D. Matukhnova, M. Yu. Yurkina, V. F. Ochkov

A review of modern desalination technologies is conducted with an analysis of their advantages and disadvantages. The processes of heat and mass transfer in a spray heat exchanger are considered to determine the optimal operating parameters that ensure the minimum possible heat-exchange surface area. Mathematical modeling of heat and mass transfer processes in a spray heat exchanger has been performed. The influence of pressure in the irrigation chamber, the amount of salt deposits, and the flow rate of the heating coolant on the thermal and design characteristics of the desalination plant is analyzed. As a result of the numerical experiment, the dependence of the heat-transfer coefficient and heat-exchange surface area on the studied parameters was established. It was found that, with a decrease in pressure in the irrigation chamber and an increase in temperature pressure, the boiling process intensifies, which leads to an increase in the heat-transfer coefficient. This effect allows for significantly reducing the required surface area and dimensions of the irrigation heat exchanger. Based on the calculation studies, the optimal operating parameters of the heat and mass exchange apparatus were determined: the permissible thickness of the carbonate deposit layer (the content of CaCO3 and MgCO3 is over 50%, the thermal conductivity coefficient is approximately 1 W/(m2 K)) should not exceed 0.1 mm; the pressure in the steam generation chamber is recommended to be maintained at 10 kPa; the heat-exchange surface area (required and possible) under the given design conditions (0.04 and 0.05 m internal and external pipe diameter, respectively; brass material, 29 independent circuits) is 5 m2. With the specified parameters, the heat-transfer coefficient reaches 2500 W/(m2 K) for the considered design of the device.

对现代海水淡化技术进行了综述,分析了它们的优缺点。考虑了喷雾式换热器的传热传质过程,以确定保证最小换热面积的最佳操作参数。对喷雾式换热器的传热传质过程进行了数学建模。分析了灌溉室压力、盐沉积量和加热冷却液流量对海水淡化装置热特性和设计特性的影响。通过数值实验,建立了传热系数和换热面积与研究参数的关系。研究发现,随着灌室压力的降低和温度压力的升高,沸腾过程加剧,导致换热系数增大。这种效果允许显著减少灌溉热交换器所需的表面积和尺寸。在计算研究的基础上,确定了换热装置的最佳运行参数:碳酸盐沉积层允许厚度(CaCO3和MgCO3含量大于50%,导热系数约为1 W/(m2 K))不应超过0.1 mm;蒸汽发生室压力建议保持在10kpa;给定设计条件下(内径0.04 m,外径0.05 m;黄铜材料,29个独立回路)的换热表面积(所需和可能的)为5m2。在规定的参数下,经过设计考虑,装置的换热系数达到2500w /(m2 K)。
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引用次数: 0
Results of Full Scale Tests of Ion-Plasma Coatings in a Fluidized Bed Cyclone Stoker 离子等离子体涂层在流化床旋风炉中的全尺寸试验结果
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700521
A. V. Ryzhenkov, A. F. Mednikov, G. V. Kachalin, A. B. Tkhabisimov, O. S. Zilova, S. V. Grigor’ev, K. I. Milovanov, E. K. Buchilko

The article presents the results of full scale abrasion and corrosion resistance tests carried out on the experimental specimens of grade St20 and 09G2S steels with protective Cr–CrС and Cr–CrN ion-plasma coatings (IPCs) after they have been held for 576 h in a 25 kW fluidized bed cyclone stoker operated on three kinds of pelletized biofuel: flax shives, straw, and sunflower husk. The temperature in the furnace and in the gas flue, in which the experimental specimens made of grade 09G2S and St20 steels were placed, was from 750 to 650°С. A chemical analysis of the ash produced after combusting these three kinds of pelletized fuel has shown that potassium and chlorine were available in the ash composition, the presence of which may give rise to the occurrence of corrosive compounds in the case of moisture condensation during the equipment outage periods. It has been found that the coatings studied did not experience abrasion or corrosion destruction; the coating thickness changed by a factor of 1.2–1.5 on the average. A deviation in the morphology was noted as a consequence of coating surface layer oxidation at the maximal exposure time; however, no material oxidation under the coating was found on the transverse metallographic sections of coated specimens. The bench tests of grade 09G2S steel specimens with protective Cr–CrN IPC carried out after holding them in the installation’s furnace at an abrasive air flow incidence angle of 90° have shown that the abrasive resistance in terms of steady wear rate has increased by no less than a factor of two in comparison with that of noncoated specimens. In testing the corrosion resistance of specimens made of grade St20 steel with Cr–CrC coating after holding them in the installation’s gas flue followed by holding them for 480 h in a water extract from the ash of each of combusted biofuels, it has been noted that the corrosion rate determined using the gravimetric method has been decreased by 1.2–2.3 times in comparison with the same indicator of noncoated specimens. According to the study results obtained, multilayer Cr–CrС and Cr–CrN ion-plasma coatings are promising ones for ensuring protection against corrosion and abrasion wear for the furnace and gas flue materials in fluidized bed boilers that use agricultural waste (flax shives, straw, or sunflower husk) as biofuel.

本文介绍了St20级和09G2S级钢的实验试样在25 kW的流化床旋风加炉中以亚麻片、秸秆和葵花籽壳三种颗粒状生物燃料为燃料,经Cr-CrС和Cr-CrN离子等离子体涂层(IPCs)保温576 h后,进行了全尺寸耐磨损和耐腐蚀试验的结果。放置09G2S级和St20级钢制成的实验试样的炉内和烟气中的温度为750至650°С。对这三种颗粒燃料燃烧后产生的灰分进行化学分析表明,在灰分成分中存在钾和氯,它们的存在可能会在设备停机期间发生湿气凝结的情况下产生腐蚀性化合物。研究发现,所研究的涂层没有发生磨损或腐蚀破坏;涂层厚度的变化平均为1.2 ~ 1.5倍。在形态上的偏差被注意到作为涂层表面层氧化的结果在最大曝光时间;然而,在涂层试样的横向金相切片上没有发现涂层下的材料氧化。对带有Cr-CrN IPC保护层的09G2S钢试样在安装炉中以90°的磨料气流入射角保温后进行的台架试验表明,与未涂覆的试样相比,其耐磨性在稳定磨损率方面提高了不少于2倍。在测试具有Cr-CrC涂层的St20级钢制成的试样的耐腐蚀性时,将其置于装置的烟气中,然后将其置于每一种燃烧生物燃料的灰的水提取物中480小时,已经注意到,使用重量法确定的腐蚀速率与相同指标的未涂层试样相比降低了1.2-2.3倍。根据获得的研究结果,多层Cr-CrС和Cr-CrN离子等离子体涂层是很有前途的,可以确保使用农业废物(亚麻片、稻草或葵花籽壳)作为生物燃料的炉和流化床锅炉中的烟气材料免受腐蚀和磨损。
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引用次数: 0
A GTU Model Based on a Recurrent Neural Network: Features of Elaboration and Application 基于递归神经网络的GTU模型:阐述与应用特点
IF 1 Q4 ENERGY & FUELS Pub Date : 2025-12-09 DOI: 10.1134/S0040601525700533
A. S. Shabunin

The application of artificial neural networks (ANN) based on various types of the recurrent architecture for simulation of the dynamics of development of complex process power-generating facilities, in particular gas-turbine units (GTUs), is examined. The challenges are outlined that arise in constructing classical mathematical models of such units, including a need to have reliable information on physical regularities, weight and size of equipment, correction factors, and to perform labor-intensive verification. The proposed approach eliminates these restrictions since the model uses only archived data on signals from the automatic process-control system. As a result, direct specification of physical parameters is no longer required. The author focuses on the application of ANNs to construct models that can reproduce nonlinear relationships among control actions, ambient conditions, and technical state of equipment. The proposed neural network models were trained and validated against actual operating data acquired at a 6-MW gas-turbine unit. Archival time series longer than 2 years were employed. These models have been demonstrated to offer good generalization service. A studied probabilistic extension of the model can form confidence intervals of predictions, thereby improving the reliability of diagnostics and detection of abnormal behavior. The architectural features of the applied solutions, including long short-term memory and sequential encoder-decoder models with an “attention” mechanism are analyzed. Besides numerical metrics, the model response is studied during individual characteristic regimes, including startups, shutdowns, and transients. The presented results confirm the practical significance of the proposed approach in solving the problems of developing digital twins, monitoring systems, and training simulators for operational personnel.

研究了基于各种循环结构的人工神经网络(ANN)在复杂过程发电设施,特别是燃气轮机机组(gtu)发展动态仿真中的应用。本文概述了在构建此类装置的经典数学模型时所面临的挑战,包括需要有关于物理规律、设备的重量和尺寸、校正因子的可靠信息,以及进行劳动密集型的验证。所提出的方法消除了这些限制,因为该模型仅使用来自自动过程控制系统的信号的存档数据。因此,不再需要直接指定物理参数。作者着重于应用人工神经网络来构建模型,这些模型可以再现控制动作、环境条件和设备技术状态之间的非线性关系。所提出的神经网络模型进行了训练,并与一台6mw燃气轮机机组的实际运行数据进行了验证。使用超过2年的档案时间序列。这些模型已被证明能够提供良好的泛化服务。研究了模型的概率扩展,可以形成预测的置信区间,从而提高异常行为诊断和检测的可靠性。分析了应用解决方案的体系结构特征,包括长短期记忆和具有“注意”机制的顺序编码器-解码器模型。除了数值度量外,还研究了模型在各个特征状态下的响应,包括启动、关闭和瞬态。所提出的结果证实了所提出的方法在解决开发数字孪生、监测系统和训练作战人员模拟器等问题方面的实际意义。
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Thermal Engineering
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