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Investigation of Field and Energy in a Weakly-Conducting Optical Fiber with an Arbitrary Degree of Refractive Index Profile 任意折射率弱导电光纤的场和能量研究
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-30 DOI: 10.15507/2658-4123.032.202204.588-599
Vyacheslav A. Gladkikh, V. D. Vlasenko
Introduction. We consider a weakly conductive gradient fiber in the single-mode regime and solve the equation for the electric field in the core of this fiber in a general form in the first approximation. The aim of this study is to study the field and energy in the core of a weakly conductive gradient fiber without taking into account the polarization in the single-mode regime in the case of a power-law (generally) refractive index profile.Materials and Methods. From Maxwell’s equations for dielectric media, there was derived an equation for the field in a fiber with gradient refractive index profile. Making the appropriate substitutions, replacing the zero-order Bessel function with a Gaussian function, and making the necessary approximation of the resulting equation, we arrive at an equation that we solve by the Wentzel – Kramers – Brillouin method and obtain analytical expressions for the field and energy inside waveguide for an arbitrary degree of the refractive index.Results. There was obtained a solution of the equation for the field in fiber with a powerlaw refractive index profile. Numerical calculations were carried out. A graph of the dependence of a dimensionless quantity – “normalized” energy – on the waveguide parameter for the first five powers of the profile (n = 1, 2, 3, 4, 5) was plotted.Discussion and Conclusion. It is shown that the energy increases faster for the profile with n = 1, and after this value, the energy for the profile with n = 1 increases sharply, and for n > 1, the energy growth decreases with increasing n. The results obtained in this work can be used for creating an energy-efficient core, for carrying out a possible analysis of information transmission, and for designing waveguides taking into account specific applications.
介绍。我们考虑单模区弱导电梯度光纤,并在第一近似中以一般形式解出该光纤芯内电场的方程。本研究的目的是研究弱导电梯度光纤芯中的场和能量,而不考虑幂律(一般)折射率分布情况下单模区中的偏振。材料与方法。从介质麦克斯韦方程出发,导出了具有梯度折射率剖面的光纤中的场方程。通过适当的替换,用高斯函数代替零阶贝塞尔函数,并对所得方程进行必要的近似,得到了用Wentzel - Kramers - Brillouin法求解的方程,并得到了任意折射率下波导内场和能量的解析表达式。得到了幂律折射率光纤场方程的解。进行了数值计算。绘制了无量纲量(“归一化”能量)与波导参数前五次幂(n = 1,2,3,4,5)的关系图。讨论与结论。结果表明,当n = 1时,截面能量增加较快,在此值之后,截面能量急剧增加,当n > 1时,能量增长随n的增加而减小。本工作的结果可用于创建节能磁芯,进行信息传输的可能分析,以及考虑特定应用的波导设计。
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引用次数: 0
Studying the Thermophysical Characteristics of the Muscle Mass of the Black Soldier Fly Larvaes (Hermetia Illucens) as a Drying Object 干燥对象黑兵蝇幼虫肌肉质量热物理特性的研究
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-30 DOI: 10.15507/2658-4123.032.202204.613-629
Valentina A. Doroshenko, I. Khozyaev, Dmitry A. Yakovlev, A. Doroshenko, A. Shcherbakov
Introduction. The main component of the compound feedstuff is fish meal, which has unstable quality and high price. Fish and meat-and-bone meals are replaced with protein concentrates and higher quality larvae proteins. The source of feed protein is the biomass of the black soldier flies (Hermetia illucens), which have a rich amino acid composition and also process food waste. The aim of the work is to study the thermal-physical characteristics of the muscle mass of the black soldier fly larvaes (Hermetia illucens).Материалы и методы. The study focused on the muscle mass of black soldier fly larvaes (Hermetia illucens). The subject of the study is thermal-physical regularities during the drying process. The studies were conducted on the basis of Don State Technical University. The article describes determination of thermal-physical characteristics such as specific heat, thermal conductivity, moisture of the raw material, and oiliness.Results. Heat conductivity coefficient of water 0.555 W/(m∙K) for food and feed products from 0.25 to 0.40 W/(m∙K) black Soldier Fly larvae have a heat conductivity equal to 0.144 W/(m∙K), which is lower than conventional feedstuff components. The humidity of the examined raw material is 45% or higher while the heat conductivity remains linear and practically does not increase.Discussion and Conclusion. The results obtained during the work can be used for parameter determination and design of various types of dryers, and for mathematical description of the dynamics and kinetics of drying.
介绍。复合饲料的主要成分是鱼粉,鱼粉质量不稳定,价格高。鱼和肉骨粉被蛋白质浓缩物和更高质量的幼虫蛋白质所取代。饲料蛋白质的来源是黑兵蝇(Hermetia illucens)的生物量,它有丰富的氨基酸组成,也处理食物垃圾。研究黑兵蝇幼虫(Hermetia illucens)肌肉质量的热物理特性。Материалы * методы。这项研究的重点是黑兵蝇幼虫(Hermetia illucens)的肌肉质量。研究的主题是干燥过程中的热物理规律。这些研究是在顿河州立技术大学的基础上进行的。本文描述了热物理特性的测定,如比热、导热系数、原料的水分和油性。水的导热系数为0.555 W/(m∙K),食品和饲料产品的导热系数为0.25 ~ 0.40 W/(m∙K),黑兵蝇幼虫的导热系数为0.144 W/(m∙K),低于传统饲料成分。被测原料的湿度为45%或更高,而导热率保持线性,实际上不增加。讨论与结论。所得结果可用于各种干燥机的参数确定和设计,也可用于干燥动力学和动力学的数学描述。
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引用次数: 1
Instrumental and Methodological Support for the Diagnostics of Nutritional Requirements of Plants 植物营养需要量诊断的仪器和方法支持
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-30 DOI: 10.15507/2658-4123.032.202204.504-519
I. Gureev
Introduction. Mineral fertilizers essential for intensive crop production technologies are an expensive and environmentally unsafe resource polluting the soil and agricultural products when applied in excess. The purpose of the research is instrumental and methodological support for modern functional diagnostics of nutritional requirements of plants, which is aimed at activating the photosynthesis process.Materials and Methods. It is proposed, for identifying nutritional requirements of plants to replace numerous intermediate plastic test tubes with a mixture of permanent components (sodium chloride, chloroplast suspension and Tillmans’ paint) for the diagnostic solution variants by a separate elastic light-protective container. A homogeneous mixture in a separate container eliminates the error in the concentration of solution components, which accompanies the repeated formation of mixtures in intermediate test tubes. This made it possible to reduce a number of repeated operations of filling intermediate test tubes with pipette dispensers for each tested mixture of elements. The studies were carried out in 2021–2022 using mechanical pipette dispensers Lenpipet Thermo Fisher Scientific (Finland) – 10 ml, Lenpipet Color – 100 μl and Lenpipet Color – 200 μl. Their error was determined on a VK-600 electronic balance.Results. The use of innovation increased the reliability of diagnostic data due to a 8.6% average reduction of error in the concentration of components in the mixture solution. In addition, the time spent on performing diagnostics decreased by 1.7 times that, under the conditions of a limited lifetime of chloroplasts, had a favorable effect on obtaining reliable data.Discussion and Conclusion. Reliable diagnostic data on nutritional requirements of plants will save fertilizer resources and improve the quality of agricultural production free from excessive nutrients.
介绍。集约化作物生产技术所必需的矿物肥料是一种昂贵且对环境不安全的资源,过量施用会污染土壤和农产品。该研究的目的是为植物营养需求的现代功能诊断提供工具和方法支持,旨在激活光合作用过程。材料与方法。为了确定植物的营养需求,建议用一个单独的弹性防光容器,用永久性成分(氯化钠、叶绿体悬浮液和Tillmans油漆)的混合物代替许多中间塑料试管,用于诊断溶液的变体。在一个单独的容器中的均匀混合物消除了溶液成分浓度的误差,这种误差伴随着中间试管中混合物的重复形成。这使得有可能减少用移液器填充中间试管的重复操作,用于每个被测试的元素混合物。研究于2021-2022年使用机械移液器Lenpipet Thermo Fisher Scientific(芬兰)- 10 ml, Lenpipet Color - 100 μl和Lenpipet Color - 200 μl进行。他们的误差是在VK-600电子天平上测定的。由于混合溶液中成分浓度的误差平均降低了8.6%,创新的使用提高了诊断数据的可靠性。此外,在叶绿体寿命有限的条件下,用于诊断的时间减少了1.7倍,这对获得可靠的数据有有利的影响。讨论与结论。可靠的植物营养需求诊断数据将节省肥料资源,提高农业生产质量,避免营养过剩。
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引用次数: 0
Assessment of Natural Plant Communities through the Use of Remote Sensing Data of the Stavropol Territory Steppes 利用斯塔夫罗波尔境内草原遥感数据评估自然植物群落
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.390-409
F. Eroshenko, N. Lapenko, I. Storchak, E. A. Bildieva, Roman D. Kostitsyn, Mariya A. Starostina
Introduction. The relevance of the study of steppe phytocenoses is caused by the unsatisfactory state of natural grass stands, namely a low level of biodiversity and a high degree of degradation. The aim of the work is to determine the features of the connection of the Earth remote sensing data with the state and degree of degradation of natural grass stands in unstable moistening zone and arid zone of the Stavropol Territory. The Earth remote sensing data with certain temporal and spatial resolutions make it possible to carry out almost continuous monitoring of the state of natural grass stands.Materials and Methods. The study of steppe phytocenoses was carried out in 2016–2020 on the ground at discount areas (100 m2) according to the requirements of methods generally accepted in phytocenology. Vegetation condition was assessed using the Earth remote sensing data based on the values of the Normalized Difference Vegetation Index. According to the satellite data, Normalized Difference Vegetation Index cartograms were constructed for each point of the study.Results. The proportion of polygons with a high degree of degradation is 18.8% of research objects located in the zone of unstable moistening and the proportion of polygons with an average degree of degradation is 37.5%, while in the arid zone 70.6 and 23.5%, respectively. In the zone of unstable moistening, the highest coefficients of rank correlation between the degradation degree and the area occupied by herbaceous vegetation with a certain value of the vegetation index are observed in the case if Normalized Difference Vegetation Index is in the range of 0.0–0.4, and in the arid zone 0.0–0.3 (at 0.01 significance level).Discussion and Conclusion. When using the Earth remote sensing data to assess the degree of degradation of steppe ecosystems of the Stavropol Territory, it is necessary to use regression models specific to various soil and climatic conditions.
介绍。草原植物共生研究的相关性是由于天然草林的状况不理想,即生物多样性水平低,退化程度高。这项工作的目的是确定地球遥感数据与斯塔夫罗波尔领土不稳定湿润区和干旱区天然草林退化状况和程度的联系特征。具有一定时间和空间分辨率的地球遥感数据使对天然草林状况进行几乎连续的监测成为可能。材料与方法。草原植物群落研究于2016-2020年按照植物群落学普遍接受的方法要求,在100 m2的折扣区域进行地面研究。利用地球遥感数据,基于归一化植被指数对植被状况进行评价。根据卫星数据,构建了各研究点的归一化植被指数图。位于不稳定湿润区和干旱区的研究对象中,高度退化多边形所占比例分别为18.8%和37.5%,而位于干旱区的多边形所占比例分别为70.6%和23.5%。在不稳定湿润区,当植被指数一定值时,退化程度与草本植被占地面积的等级相关系数最高的是归一化植被指数在0.0 ~ 0.4范围内,干旱区为0.0 ~ 0.3(在0.01显著水平上)。讨论与结论。在利用地球遥感数据评估斯塔夫罗波尔领土草原生态系统退化程度时,有必要使用针对不同土壤和气候条件的回归模型。
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引用次数: 0
Assessing the Equipment Level of Technical Service Enterprises in the Agricultural Sector of the Volga Federal District 伏尔加河联邦区农业部门技术服务企业装备水平评估
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.338-354
Vladimir A. Komarov, Mikhail I. Kurashkin
Introduction. The level of technological equipment and quality of equipment placement at the technical service enterprises have a significant impact on the size of work areas and the efficiency of travel paths for moving items of agricultural machinery under repair. The purpose of research is to assess the actual equipment level and the quality of equipment placement at the specific work areas of technical service enterprises.Material and Methods. The quality of the equipment placement at technical service enterprises is determined by comparing the actual and standard values of the coefficient that takes into account the size of work areas and travel paths for moving items of agricultural machinery under repair in particular work areas. There has been proposed a method for determining the level of equipment on the basis of the equipment deterioration and the coefficient of the equipment placement density.Results. Eighty percent of the work areas do not comply with the basic standards of technological design. The actual value of the equipment placement density coefficient at the work areas under research was 1.1‒42.8. The average value of the coefficient was 12.5 for enterprises with a fleet of less than 25 tractors, 10.2 for enterprises with a fleet of 25 to 50 tractors and 8.6 for enterprises with a fleet of more than 50 tractors. The share of the work areas with high density of equipment placement was 13.3%, with average density 40.0% and with low density 46.7%. The coefficients closest to the standard values were found in the work areas for repairing the hydraulic systems and oil equipment, restoring machinery parts with polymer composites, and for painting and drying. The values of the coefficient of equipment placement density at such basic work areas as for bench-working and assembling, forging works, welding, fusing, and etc. in some times differ from the standard values.Discussion and Conclusion. The conducted research showed that most of work areas of technical service enterprises in the Volga Federal District have a low level of equipment. The results of the study will allow optimizing the size of the work areas and ensuring the efficiency of travel paths for moving items of agricultural machinery under repair within the buildings.
介绍。技术服务企业的技术装备水平和设备放置质量对作业区域的大小和农机在修物品移动路径的效率有显著影响。研究的目的是评估技术服务企业在特定工作区域的实际设备水平和设备放置质量。材料和方法。技术服务企业设备放置质量的确定,是综合考虑作业区域大小和特定作业区域内正在维修的农业机械移动物品的移动路径,将系数的实际值与标准值进行比较。提出了一种基于设备劣化率和设备放置密度系数确定设备水平的方法。80%的工区不符合工艺设计的基本标准。研究工区设备放置密度系数的实际值为1.1 ~ 42.8。拖拉机规模在25台以下的企业系数平均值为12.5,拖拉机规模在25台至50台之间的企业系数平均值为10.2,拖拉机规模在50台以上的企业系数平均值为8.6。设备放置密度高的工作区域占13.3%,平均密度为40.0%,低密度为46.7%。在修理液压系统和石油设备、用聚合物复合材料修复机械部件以及油漆和干燥的工作区域,发现系数最接近标准值。工作台、装配、锻造、焊接、熔合等基本作业区域的设备放置密度系数有时与标准值不一致。讨论与结论。研究表明,伏尔加河联邦区技术服务企业的大部分工作区域设备水平较低。研究结果将允许优化工作区域的大小,并确保在建筑物内移动正在维修的农业机械物品的旅行路径的效率。
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引用次数: 4
Studying the Innovative Flax Pulling Process in Apparatuses with Transverse Pulling Channels 横向拉拔装置中创新的亚麻拉拔工艺研究
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.355-372
R. Rostovtsev, M. M. Kovalev, G. Perov, S.V. Prosolov
Introduction. During fiber-flax harvesting, the working tools of pulling units actively interact with the flax plants. The flax pulling unit with transverse tape-disc pulling channels is characterized by the separation of technological plant flows resulting in the loss of seeds and damage to the flax stems. The aim of the work is the theoretical and experimental substantiation of changes in the design of the pulling units with transverse tape-disc pulling channels by eliminating the separation of technological plant flows during flax pulling.Materials and Methods. Experimental studies to substantiate the parameters and modes of the pulling unit operation were carried out according to available and newly developed methodologies, while the evaluation of flax products was carried out according to current GOSTs (Russian National standards). There was determined the influence of the flax ripeness stages, flax yield, and a type of pulling unit on the indicators of separation of technological plant flows and on seed losses. The influence of the pulling unit type, operating width of the pulling section, and the pulling unit speed on the indicators of processing flax straw was also established.Results. There was obtained the dependence for determining the flax stem base elongation, taking into account the seed boll cohesion. The design of the modernized flax pulling unit was used to assess the effect of reducing the flax stem base elongation and eliminating the separation of technological plant flows during pulling on the reduction of seed loss and increase in the yield of flax longs. In the improved flax harvester, the frame elements are positioned behind the pulling unit. Thanks to the modernization of the pulling unit, the flax straw was of higher quality: 1.5 numbers at THLN-1.9M and 1.25 numbers at THLN-1.9P.Discussion and Conclusion. The modernized pulling unit THLN-1,9M during flax harvesting in the stage of early yellow ripeness, compared with the unit THLN-1,9P, can reduce seed loss by 1.4-2.0%, increased output of long fiber by 1.3%. The production of flax longs increases to 0.45 of its number.
介绍。在收获纤维亚麻的过程中,牵引装置的工作工具与亚麻植物积极互动。带盘式横向牵引通道的亚麻牵引装置的特点是分离工艺植物流,造成种子的损失和亚麻茎的损伤。该工作的目的是通过消除在亚麻牵引过程中工艺植物流的分离,对具有横向带盘牵引通道的牵引装置设计的变化进行理论和实验证实。材料与方法。根据现有的和新开发的方法进行了实验研究,以证实牵引装置操作的参数和模式,而亚麻产品的评价是根据现行的GOSTs(俄罗斯国家标准)进行的。确定了亚麻的成熟期、产量和牵引装置类型对工艺植株流分离指标和种子损失量的影响。确定了拉拔装置类型、拉拔段操作宽度和拉拔装置速度对加工亚麻秸秆各项指标的影响。得到了在考虑种铃黏聚性的情况下测定亚麻茎基部伸长的依赖关系。通过对现代化亚麻拔节装置的设计,评价了降低亚麻茎基伸长和消除拔节过程中工艺流分离对减少亚麻种子损失和提高亚麻产量的影响。在改进的亚麻收割机中,框架元件位于牵引单元的后面。由于拉拔装置的现代化,亚麻秸秆的质量更高:在THLN-1.9M时为1.5个,在THLN-1.9P时为1.25个。讨论与结论。现代化的thln - 1,9m抽拔装置在亚麻早黄熟阶段收获时,与thln - 1,9p抽拔装置相比,可减少种子损失1.4-2.0%,增加长纤维产量1.3%。亚麻的产量增加到其数量的0.45%。
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引用次数: 1
Usage of Rapeseed Oil and Ethanol in a Diesel Engine 菜籽油和乙醇在柴油机中的应用
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.373-389
V. Likhanov, O. Lopatin
Introduction. Alternative fuels in IC-engines make it possible to reduce the harmful effects of exhaust gases on the environment without the use of expensive cleaning systems, diversify the fuel market, and reduce the consumption of non-renewable energy recourses, while research aimed at studying the use of alternative fuels makes it possible to find optimal options for replacing non-renewable raw materials. The purpose of the work is to study the effect of using ethanol in a standard tractor diesel engine with volumetric mixing and combustion from flare resulting from the autoignition of a rapeseed oil pilot portion and to optimize separate cyclic fuel deliveries to obtain maximum energy and environmental effect.Materials and Methods. The article deals with the description of the results of the use of rapeseed oil and ethanol in a serial tractor diesel engine of dimension 2F 10.5/12.0 with separate fuel injection directly into the combustion chamber. In the course of experimental studies, the working process was indicated by a piezo quartz pressure sensor installed in the cylinder head, fuel and air consumption were measured, and samples of exhaust gases to study the gas composition and determine the content of toxic components and smokiness were taken.Results. The exact ethanol and rapeseed oil delivery was determined; the values of the average effective pressure, the average temperature of gases in the cylinder, and active and full heat generation were obtained. It is shown that with an increase in the cyclic ethanol delivery, the proportion of heat from kinetic combustion increases, while the diesel process is characterized by an increase in the proportion of diffusion combustion when the load increases. The analysis of the processes inside the cylinder when the engine runs on ethanol and rapeseed oil in comparison with the traditional diesel process is carried out.Discussion and Conclusion. The use of rapeseed oil and ethanol can completely replace the traditional fuel of petroleum origin for an operating diesel engine by installing additional fuel equipment and modifying the head of cylinder block through mounting an additional nozzle. In this case, the environmental performance of the diesel engine improves significantly.
介绍。混合动力发动机中的替代燃料可以在不使用昂贵的清洁系统的情况下减少废气对环境的有害影响,使燃料市场多样化,并减少不可再生能源的消耗,而旨在研究替代燃料的使用的研究则可以找到替代不可再生原材料的最佳选择。这项工作的目的是研究在标准拖拉机柴油发动机中使用乙醇的效果,该发动机具有体积混合和由菜籽油先导部分自燃引起的耀斑燃烧,并优化单独的循环燃料交付,以获得最大的能源和环境效果。材料与方法。本文叙述了在2f10.5 /12.0系列拖拉机柴油机上使用菜籽油和乙醇的结果。在实验研究过程中,通过安装在气缸盖上的压电石英压力传感器来指示工作过程,测量了燃料和空气的消耗量,并对废气进行了采样,研究了气体成分,确定了有毒成分和烟度的含量。测定了乙醇和菜籽油的准确输送量;得到了平均有效压力、钢瓶内气体平均温度、主动产热和充分产热的数值。结果表明,随着循环乙醇量的增加,动力燃烧产生的热量比例增加,而柴油过程的特点是随着负荷的增加,扩散燃烧产生的热量比例增加。分析了以乙醇和菜籽油为燃料的发动机与传统柴油发动机运行过程的对比。讨论与结论。使用菜籽油和乙醇,通过安装额外的燃料设备和通过安装额外的喷嘴来改造缸体的头部,可以完全取代传统的石油来源的柴油发动机。在这种情况下,柴油发动机的环保性能显著提高。
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引用次数: 0
Algorithm for Solving the Problem of Optimal Control of a Chemical-Technological Process with Terminal Constraints 具有终端约束的化工过程最优控制问题的求解算法
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.410-422
Evgeniya V. Antipina, S. Mustafina, A. F. Antipin, N. D. Morozkin
Introduction. The problem of determining the optimal mode parameters during the mathematical modeling of chemical and technological processes is the most important. Numerical methods and algorithms for the solution provide the basis for developing software packages to calculate processes and their digital twins. The mathematical model of the chemical-technological process can be described by a system of differential equations, highlighting the phase variables that determine the state of the process, and the control parameters, which can be changed and thereby affect the course of the process. The aim of the work is to develop a numerical algorithm for solving the problem of optimal control of a chemical-technological process in the presence of terminal constraints and the constraints on the control parameter.Materials and Methods. There was formulated the problem of optimal control in general terms. To solve it, the penalty method and method of artificial immune systems were applied. There was described a method for including constraints in the penalty function and for choosing a sequence of coefficients with which the penalty is taken. To overcome local extrema, a random choice of initial values of control parameters was used.Results. The article presents a step-by-step numerical algorithm for solving the problem of optimal control of a chemical-technological process with terminal constraints. A computational experiment was carried out for a model example, as a result of which the structure of the optimal process control and the corresponding optimal trajectories of phase variables are determined. It is shown that the calculated solution of the optimal control problem consists with the solution obtained by the needle linearization method.Discussion and Conclusion. The developed algorithm allows finding a numerical solution to the problem of optimal control of a chemical-technological process with terminal constraints. The solution does not depend on the choice of the initial approximation.
介绍。在化工工艺过程的数学建模中,最优模态参数的确定是最重要的问题。该解决方案的数值方法和算法为开发计算过程及其数字孪生的软件包提供了基础。化学工艺过程的数学模型可以用微分方程系统来描述,突出了决定过程状态的相变量和控制参数,这些变量可以改变,从而影响过程的进程。本工作的目的是开发一种数值算法,用于解决存在终端约束和控制参数约束的化工工艺过程的最优控制问题。材料与方法。用一般术语表述了最优控制问题。为了解决这一问题,采用了罚罚法和人工免疫系统的方法。描述了一种在惩罚函数中包含约束条件和选择惩罚所用系数序列的方法。为了克服局部极值,采用随机选择控制参数的初始值。本文提出了一种分步求解具有终端约束的化工工艺过程最优控制问题的数值算法。通过实例计算实验,确定了最优过程控制的结构和相变量的最优轨迹。结果表明,最优控制问题的计算解与用针线性化方法得到的解一致。讨论与结论。所开发的算法可以找到具有终端约束的化工工艺过程最优控制问题的数值解。解不依赖于初始近似的选择。
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引用次数: 0
Automated Train Coordinate Determination System with Self-Tuning of the Decision Function 具有决策函数自整定的列车坐标自动确定系统
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.437-459
E. Tarasov, A. Tarasova
Introduction. The problem of determining the train coordinates on the approach section to the crossing is associated with the impact of destabilizing factors on the information primary detector ? the rail line with distributed parameters. This leads to an error in calculating train coordinates. The aim of the study is to develop and scientifically substantiate the principle of building a system for calculating train coordinates with self-tuning of the decision function under the influence of significant destabilizing factors on the information primary sensor.Materials and Methods. To solve the problem of reliable determination of train coordinates, we propose a two-phase principle for forming the decision function. At the first stage, by means of a training sample of images and using the learning principle, the decision function (model) of the system for calculating train coordinates is determined. When the train enters a fixed-length approach section, the mismatch is determined by comparing the calculated coordinate with the fixed one. The second stage is the self-tuning of the coefficients of the decision function until the required accuracy is achieved.Results. The article shows the stages of forming the decision function by two-dimensional images; there was developed and tested an algorithm for self-turning of the decision function under the influence of various destabilizing factors. Through using 6 attributes of components of current and voltage vectors at the rail line input, 6 solving functions were obtained. Various combinations of two-dimensional images were used as polynomial arguments.Discussion and Conclusion. The study results confirm the feasibility of forming decision function and its self-tuning. The maximum error in calculating coordinates for various combinations ranges from 9.97% (199.34 m) to 4.57% (91.49 m). The error of determination of 5% for two decisive functions satisfies the safety requirements, since in a 45-second time interval to activate an automatic crossing signal, a distance of 100 m is covered in 3 seconds, i.e. the elapsed time is only 3 seconds in a 45 second interval.
介绍。确定道口进近段列车坐标的问题与不稳定因素对信息初级探测器的影响有关。具有分布参数的轨道线路。这导致在计算列车坐标时出现错误。研究的目的是发展和科学地证实在信息主传感器显著不稳定因素影响下,决策函数自整定的列车坐标计算系统的建立原理。材料与方法。为了解决列车坐标的可靠确定问题,提出了决策函数的两阶段构造原则。第一阶段,通过图像训练样本,利用学习原理,确定列车坐标计算系统的决策函数(模型)。当列车进入定长进站段时,通过计算出的坐标与固定的坐标进行比较,确定不匹配。第二阶段是自调整决策函数的系数,直到达到所需的精度。本文给出了利用二维图像形成决策函数的步骤;开发并测试了一种在多种不稳定因素影响下决策函数自旋的算法。利用轨线输入电流和电压矢量分量的6个属性,得到6个求解函数。二维图像的各种组合被用作多项式参数。讨论与结论。研究结果证实了形成决策函数及其自整定的可行性。各种组合计算坐标的最大误差范围为9.97% (199.34 m)至4.57% (91.49 m)。两个决定性功能的确定误差为5%,满足安全要求,因为在45秒的时间间隔内激活自动交叉信号,100米的距离在3秒内完成,即在45秒的时间间隔内经过的时间仅为3秒。
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引用次数: 0
Change of Spectral Photoluminescent Properties of Milk during Souring 牛奶发酵过程中光谱光致发光特性的变化
IF 0.3 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-30 DOI: 10.15507/2658-4123.032.202203.460-475
M. Belyakov, G. Samarin, A. Kudryavtsev, I. Efremenkov
Introduction. The use of digital technologies will increase the efficiency of animal husbandry. These technologies include optical monitoring of product quality. The aim of the research is to study the dependence of the spectral characteristics and parameters of excitation and luminescence of milk during souring.Materials and Methods. The milk with a fat content of 3.2% was used for measurements. The acidity was controlled by the titrimetric method. The excitation and luminescence registration spectra were measured on a Fluorat-02-Panorama spectrofluorimeter in the range of 200–500 nm. Spectra parameters were calculated in the PanoramaPro and Microcal Origin programs.Results. When milk sours, excitation spectra shift downwards, while a qualitative change in characteristics is observed with the range of 350–500 nm, although the photoelectric signal absolute level is almost an order of magnitude less than with a range of 220?340 nm. The photoluminescence flux when excited by the radiation with wavelength of 262 nm decreases during the souring process. The flux excited by the radiation with wavelength of 385 nm increases especially in the first three days. The flux at wavelength of 442 nm decreases slightly. Statistical parameters and energy of photoluminescence spectra are not informative for the milk souring control. The dependence of the ratio of photoluminescence fluxes excited by the radiation of 385 and 442 nm on acidity is linearly approximated with a determination coefficient of 0.99.Discussion and Conclusion. The change in the milk luminescent properties can be used as a marker of its souring with acidity control. To create a method for monitoring milk quality indicators during souring, the most informative is the use of excitation wavelengths of 385 and 442 nm with subsequent registration of photoluminescence in the ranges 440–490 and 490–600 nm respectively.
介绍。数字技术的使用将提高畜牧业的效率。这些技术包括产品质量的光学监测。本研究的目的是研究牛奶在发酵过程中光谱特性和激发发光参数的依赖关系。材料与方法。采用脂肪含量为3.2%的牛奶进行测量。酸度由滴定法控制。用Fluorat-02-Panorama荧光光谱仪在200 ~ 500 nm范围内测量了激发光谱和发光配准光谱。在PanoramaPro和Microcal Origin程序中计算了光谱参数。当牛奶变酸时,激发光谱向下移动,而在350-500 nm范围内,光电信号的绝对电平几乎比在220?340海里。在发酵过程中,波长为262 nm的辐射激发下的光致发光通量减小。波长为385 nm的辐射激发的通量在前三天明显增加。442 nm处的通量略有下降。光致发光光谱的统计参数和能量不能作为控制牛奶发酵的依据。385 nm和442 nm辐射激发的光致发光通量比值与酸度的关系近似线性,决定系数为0.99。讨论与结论。牛奶发光特性的变化可以作为控制酸度的酸味标志。为了建立一种监测发酵过程中牛奶质量指标的方法,最具信息量的是使用385和442 nm的激发波长,随后分别在440-490和490-600 nm范围内进行光致发光登记。
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引用次数: 1
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Engineering Technologies and Systems
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