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Mathematical modeling of experiments on the interaction of a high-power ultraviolet laser pulse with condensed targets 高功率紫外激光脉冲与凝聚态目标相互作用实验的数学建模
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-86-103
I. Lebo
Objectives. The paper aimed to review and analyze the results of works devoted to numerical modeling of experiments on the interaction of high-power ultraviolet (UV) laser pulses with condensed targets. The experiments were carried out at GARPUN, the powerful KrF-laser facility at the P.N. Lebedev Physical Institute of the Russian Academy of Sciences (Moscow). The relevance of the research is related to the use of excimer UV lasers as a driver for a thermonuclear reactor. Physical aspects of laser-plasma interaction, including those related to the possibility of using two-sided cone target in a fission-fusion reactor, are discussed.Methods. The research is based on physico-mathematical models, including Euler and Lagrange.Results. The mathematical modeling of three types of natural experiments is presented: (1) burning through different thicknesses of Al foils by high-power UV laser; (2) studying hydrodynamic instability development at the UV laser acceleration of thin polymer films and features of turbulent zone formation; (3) interaction of high-power UV laser pulses with two-layer targets (Al + Plexiglas) and study of fine structures. Numerical modeling showed that a hybrid reactor with UV laser driver can use targets in the form of two-sided counter cones.Conclusions. Physico-mathematical models are developed along with 2D codes in Lagrangian and Eulerian coordinates as confirmed in the results of natural experiments. The models can be used to describe the physics of high-power UV laser pulses interacting with various targets and forecast the results of reactor-scale experiments.
目标。本文综述和分析了高功率紫外激光脉冲与凝聚态目标相互作用实验数值模拟的研究成果。实验是在俄罗斯科学院(莫斯科)列别捷夫物理研究所的强大的krf激光设备GARPUN上进行的。该研究的相关性与使用准分子紫外激光器作为热核反应堆的驱动器有关。讨论了激光等离子体相互作用的物理方面,包括在裂变聚变反应堆中使用双面锥靶的可能性。这项研究是基于物理数学模型,包括欧拉和拉格朗日的结果。提出了三种自然实验的数学模型:(1)高功率紫外激光烧穿不同厚度的铝箔;(2)研究了紫外激光加速下聚合物薄膜的水动力不稳定性发展及湍流区形成特征;(3)高功率紫外激光脉冲与双层靶材(Al +有机玻璃)的相互作用及其精细结构研究。数值模拟结果表明,采用紫外激光驱动的混合反应器可以使用双面反锥形式的目标。物理数学模型与拉格朗日和欧拉坐标下的二维代码一起开发,这在自然实验结果中得到了证实。该模型可用于描述高功率紫外激光脉冲与各种目标相互作用的物理特性,并预测反应堆规模实验的结果。
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引用次数: 0
Dynamics of link formation in networks structured on the basis of predictive terms 基于预测项结构的网络中链路形成的动力学
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-17-29
S. Kramarov, O. R. Popov, I. Dzhariev, E. A. Petrov
Objectives. In order to model and analyze the information conductivity of complex networks having an irregular structure, it is possible to use percolation theory methods known in solid-state physics to quantify how close the given network is to a percolation transition, and thus to form a prediction model. Thus, the object of the study comprises international information networks structured on the basis of dictionaries of model predictive terms thematically related to cutting-edge information technologies.Methods. An algorithmic approach is applied to establish the sequence of combining the necessary operations for automated processing of textual information by the internal algorithms of specialized databases, software environments and shells providing for their integration during data transmission. This approach comprises the stages of constructing a terminological model of the subject area in the Scopus bibliographic database, then processing texts in natural language with the output of a visual map of the scientific landscape of the subject area in the VOSviewer program, and then collecting the extended data of parameters characterizing the dynamics of the formation of links of the scientific terminological network in the Pajek software environment.Results. Visual cluster analysis of the range of 645-3364 terms in the 2004-2021 dynamics of the memory and data storage technologies category, which are integrated into a total of 23 clusters, revealed active cluster formation in the field of the term quantum memory. On this basis, allowing qualitative conclusions are drawn concerning the local dynamics of the scientific landscape. The exploratory data analysis carried out in the STATISTICA software package indicates the correlation of the behavior of the introduced MADSTA keyword integrator with basic terms including periods of extremes, confirming the correctness of the choice of the methodology for detailing the study by year.Conclusions. A basis is established for the formation of a set of basic parameters required for an extensive computational modeling of a cluster formation in the semantic field of the scientific texts, especially in relation to simulations of the formation of the largest component of the network and percolation transitions.
目标。为了模拟和分析具有不规则结构的复杂网络的信息电导率,可以使用固态物理中已知的渗透理论方法来量化给定网络与渗透过渡的接近程度,从而形成预测模型。因此,本研究的对象包括以与前沿信息技术相关的模型预测术语词典为基础构建的国际信息网络。采用一种算法方法,通过在数据传输过程中提供集成的专用数据库、软件环境和外壳的内部算法,建立了组合文本信息自动处理所需操作的顺序。该方法包括在Scopus书目数据库中构建学科领域的术语模型,然后在VOSviewer程序中对自然语言文本进行处理,输出学科领域科学景观的可视化地图,最后在Pajek软件环境中收集表征科学术语网络链接形成动态的参数扩展数据。对2004-2021年内存和数据存储技术类别中645-3364个术语的动态进行视觉聚类分析,这些术语被整合到总共23个聚类中,揭示了量子内存术语领域的活跃聚类形成。在此基础上,可以得出关于科学景观的局部动态的定性结论。在STATISTICA软件包中进行的探索性数据分析表明,引入的MADSTA关键字积分器的行为与包括极值周期在内的基本术语之间存在相关性,从而证实了按年详细研究方法选择的正确性。为形成一组基本参数建立了基础,这些参数需要在科学文本的语义领域中对集群形成进行广泛的计算建模,特别是与网络中最大组成部分的形成和渗透过渡的模拟有关。
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引用次数: 0
Development of a research environment for the operational and computational architecture of central bank digital currency software 为中央银行数字货币软件的操作和计算架构开发一个研究环境
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-7-16
A. S. Albychev, S. Kudzh
Objectives. The development and implementation of information and computing architecture and information support for a state central bank digital currency (CBDC) is based on the selection of a software and hardware platform, including technologies and methods for supporting interaction between the elements of the computing complex. The implementation of CBDC technologies significantly depends both on the operational and computing architecture, as well as on the technological characteristics of the means for implementing digital currency information support, which determines the need to develop an appropriate research environment. Thus, the present study sets out to develop an infrastructure for the experimental research environment of the operational and computing architecture used to provide information support for the CBDC.Methods. Digital technologies required for forming an CBDC implementation stack are under development in many countries of the world. The basis for the formation of a software and hardware complex for providing CBDC information support is comprised of theoretical and experimental studies into contemporary digital transaction management tools.Results. The main architectural and technological components that make up the CBDC operational and computing environment comprise operational and computing architectures, blockchain technologies, consensus algorithms, and various forms of digital currencies. Five CBDC operational and computing architecture options are presented. Information models of interaction between the participants in transactions of the central bank digital currency were studied with the aim of establishing the effects of an architectural solution to the characteristics of the computing complex used to provide information support. Features of various digital currencies in the form of accounts and tokens were analyzed.Conclusions. A research environment infrastructure for the CBDC operational and computing information support architecture has been developed. The prerequisites for a comprehensive analysis of the technological characteristics of the CBDC operational and computing environment are set out along with a comparison of operational and computing architecture variants. As a result of the analysis, a summary list of the characteristics of the studied architectures is drawn up. This provides for selecting the optimal operational and computing architecture depending on the requirements imposed on the CBDC.
目标。国家中央银行数字货币(CBDC)的信息计算架构和信息支持的开发和实施是基于软件和硬件平台的选择,包括支持计算综合体要素之间交互的技术和方法。CBDC技术的实施在很大程度上取决于操作和计算架构,以及实现数字货币信息支持手段的技术特征,这决定了开发适当研究环境的必要性。因此,本研究着手为操作和计算架构的实验研究环境开发基础设施,用于为cbdc方法提供信息支持。世界上许多国家正在开发形成CBDC实施堆栈所需的数字技术。形成提供CBDC信息支持的软硬件综合体的基础是对当代数字交易管理工具的理论和实验研究。构成CBDC操作和计算环境的主要架构和技术组件包括操作和计算架构、区块链技术、共识算法和各种形式的数字货币。提出了五种CBDC操作和计算架构选项。研究了中央银行数字货币交易参与者之间交互的信息模型,目的是建立一个架构解决方案对用于提供信息支持的计算综合体特征的影响。分析了以账户和代币形式出现的各种数字货币的特点。开发了CBDC运行和计算信息支持体系结构的研究环境基础设施。对CBDC操作和计算环境的技术特征进行全面分析的先决条件,以及操作和计算架构变体的比较。作为分析的结果,拟定了所研究的体系结构特征的总结列表。这可以根据对CBDC的要求选择最佳的操作和计算架构。
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引用次数: 1
Method for synthesizing a logic element that implements several functions simultaneously 一种同时实现若干功能的逻辑元件的合成方法
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-46-55
S. I. Sovetov, S. Tyurin
Objectives. The basic element of a field-programmable gate array is a lookup table (LUT). While in canonical normal form LUTs generally implement only one logical function for a given configuration, in this case, there is always an inactive pass transistor element. Moreover, using a single LUT for a single function reduces system-on-a-chip (SoC) scalability. Therefore, the purpose of the present work is to develop a LUT structure for implementing several logic functions simultaneously on inactive transmitting transistors.Methods. The evolution of LUT structure is presented for three variables, in which the number of simultaneously implemented functions increases. To implement additional functions, the logical device was decomposed with a different number of variables. The structures were modeled in the Multisim electrical simulation system.Results. The presented simulation of more than two logic functions on inactive parts of the LUT shows the simultaneous operation of two and four logic functions. The complexity for a different number of variables and number of implemented functions is compared.Conclusions. The simulation results demonstrate the operability of LUT structures in which several logical functions are performed. Thus, when implementing additional functions in the new structure, a smaller number of transmitting transistors is required as compared to a conventional LUT, thus increasing device functionality. The presented solution can be used to increase the number of simultaneously implemented functions of the same variables, which can be important e.g., when implementing code transformations.
目标。现场可编程门阵列的基本元素是查找表(LUT)。虽然在规范的范式中,lut通常只为给定的配置实现一个逻辑功能,但在这种情况下,总是有一个不活动的通管元件。此外,对单个功能使用单个LUT会降低片上系统(SoC)的可扩展性。因此,本工作的目的是开发一种LUT结构,用于在非活动发射晶体管上同时实现多个逻辑功能。给出了三个变量下LUT结构的演化,其中同时实现的函数数量增加。为了实现附加功能,逻辑设备被分解为不同数量的变量。在Multisim电气仿真系统中对结构进行建模。在LUT的非活动部分上进行了两个以上逻辑函数的仿真,显示了两个和四个逻辑函数的同时操作。比较了不同数量的变量和实现的函数的复杂性。仿真结果证明了LUT结构的可操作性,其中执行了多个逻辑功能。因此,当在新结构中实现附加功能时,与传统的LUT相比,所需的发射晶体管数量更少,从而增加了器件功能。所提出的解决方案可用于增加相同变量的同时实现函数的数量,这在实现代码转换时可能很重要。
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引用次数: 1
Statistical model for assessing the reliability of non-destructive testing systems by solving inverse problems 求解逆问题评估无损检测系统可靠性的统计模型
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-56-69
A. Alexandrov, S. Borisov, L. Bunina, S. Bikovsky, I. V. Stepanova, A. P. Titov
Objectives. The wear monitoring of metal structural elements of power plants—in particular, pipelines of nuclear power plants—is an essential means of ensuring safety during their operation. Monitoring the state of the pipeline by direct inspection requires a considerable amount of labor, as well as, in some cases, the suspension of power plant operation. In order to reduce costs during monitoring measures, it is proposed to use mathematical modeling. This work aimes to develop a mathematical model of a diagnostic system for assessing the probability of detection of defects by solving inverse problems.Methods. A binomial model for assessing the reliability of monitoring, comprising the Berens-Hovey parametric model of the probability of detection of defects and a parametric model based on studying test samples, was analyzed. As an alternative to this binomial model, a computational method for assessing the reliability of non-destructive testing systems by solving an inverse problem was proposed. To determine the parameters of the defect detection probability curve, the model uses data obtained by various monitoring teams over a long period of power plant operation. To serve as initial data, the defect distribution density over one or more of the following characteristics can be used: depth, length, and/or cross-sectional area of the defect. Using the proposed mathematical model, a series of test calculations was performed based on nine combinations of initial data. The combinations differed in the confidence coefficient of the initial monitoring system, the parameters of the distribution of defects, and the sensitivity of the monitoring system.Results. The calculation data were used to construct curves of the probability density of detected defects as a function of the defect size, recover the values of the defect distribution parameters under various test conditions, and estimate the error of recovering the parameters. The degree of imperfection of the system was estimated using the curve of the detection probability of a defect by a certain monitoring system.Conclusions. Under constraints on the data sample size, the proposed methodology allows the metal monitoring results to be applied with greater confidence than currently used methods at the same time as evaluating the efficiency of monitoring carried out by individual test teams or laboratories. In future, this can be used to form the basis of a recommendation of the involvement of a particular team to perform diagnostic work.
目标。电厂特别是核电站管道金属结构构件的磨损监测是保证其安全运行的重要手段。通过直接检查来监测管道的状态需要相当多的人工,在某些情况下,还需要暂停发电厂的运行。为了降低监测措施中的成本,提出了采用数学建模的方法。本工作旨在建立一个诊断系统的数学模型,通过求解逆问题来评估缺陷检测的概率。分析了一种用于监测可靠性评估的二项模型,该模型包括缺陷发现概率的Berens-Hovey参数模型和基于测试样本研究的参数模型。作为该二项模型的替代方案,提出了一种通过求解逆问题来评估无损检测系统可靠性的计算方法。为了确定缺陷检测概率曲线的参数,该模型使用了各个监测小组在电厂长时间运行中获得的数据。作为初始数据,可以使用以下一个或多个特征上的缺陷分布密度:深度、长度和/或缺陷的横截面积。利用提出的数学模型,对初始数据的9种组合进行了一系列的试验计算。两种组合在初始监测系统的置信度系数、缺陷分布参数和监测系统的灵敏度上存在差异。利用计算数据构建检测缺陷概率密度与缺陷尺寸的函数曲线,恢复各种试验条件下缺陷分布参数的值,并估计恢复参数的误差。利用某一监测系统对缺陷的检测概率曲线来估计系统的缺陷程度。在数据样本量的限制下,拟议的方法使金属监测结果的应用比目前使用的方法更有信心,同时评价个别测试小组或实验室进行监测的效率。在将来,这可以用来形成建议某个特定团队参与执行诊断工作的基础。
{"title":"Statistical model for assessing the reliability of non-destructive testing systems by solving inverse problems","authors":"A. Alexandrov, S. Borisov, L. Bunina, S. Bikovsky, I. V. Stepanova, A. P. Titov","doi":"10.32362/2500-316x-2023-11-3-56-69","DOIUrl":"https://doi.org/10.32362/2500-316x-2023-11-3-56-69","url":null,"abstract":"Objectives. The wear monitoring of metal structural elements of power plants—in particular, pipelines of nuclear power plants—is an essential means of ensuring safety during their operation. Monitoring the state of the pipeline by direct inspection requires a considerable amount of labor, as well as, in some cases, the suspension of power plant operation. In order to reduce costs during monitoring measures, it is proposed to use mathematical modeling. This work aimes to develop a mathematical model of a diagnostic system for assessing the probability of detection of defects by solving inverse problems.Methods. A binomial model for assessing the reliability of monitoring, comprising the Berens-Hovey parametric model of the probability of detection of defects and a parametric model based on studying test samples, was analyzed. As an alternative to this binomial model, a computational method for assessing the reliability of non-destructive testing systems by solving an inverse problem was proposed. To determine the parameters of the defect detection probability curve, the model uses data obtained by various monitoring teams over a long period of power plant operation. To serve as initial data, the defect distribution density over one or more of the following characteristics can be used: depth, length, and/or cross-sectional area of the defect. Using the proposed mathematical model, a series of test calculations was performed based on nine combinations of initial data. The combinations differed in the confidence coefficient of the initial monitoring system, the parameters of the distribution of defects, and the sensitivity of the monitoring system.Results. The calculation data were used to construct curves of the probability density of detected defects as a function of the defect size, recover the values of the defect distribution parameters under various test conditions, and estimate the error of recovering the parameters. The degree of imperfection of the system was estimated using the curve of the detection probability of a defect by a certain monitoring system.Conclusions. Under constraints on the data sample size, the proposed methodology allows the metal monitoring results to be applied with greater confidence than currently used methods at the same time as evaluating the efficiency of monitoring carried out by individual test teams or laboratories. In future, this can be used to form the basis of a recommendation of the involvement of a particular team to perform diagnostic work.","PeriodicalId":282368,"journal":{"name":"Russian Technological Journal","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127142882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing generalized model representations of thermal shock for local non-equilibrium heat transfer processes 发展局部非平衡传热过程热冲击的广义模型
Pub Date : 2023-06-02 DOI: 10.32362/2500-316x-2023-11-3-70-85
E. Kartashov
Objectives. Processes of energy transfer in solids and resultant thermal loads are widespread in nature and technology. This explains the scientific and practical significance of constructing a theory of these processes, as well as developing effective methods for studying the modeled concepts developed on this basis. The purpose of such studies is to determine basic flux patterns of complex processes occurring especially under conditions of powerful energy impacts in various technological operations. These include plasma-chemical processing of materials, their processing in infrared furnaces and solar plants, intense heating of materials carried out by laser or electron beams, and the use of powerful radiation emitters for thermal hardening and hardening of the surface of products. In these cases, the phenomenon of thermal shock arises, forming one of the central topics in thermomechanics and strength physics of solids. The present work considers an open theoretical problem of thermal shock in terms of a generalized model of dynamic thermoelasticity under conditions of a locally nonequilibrium heat transfer process. Depending on the type and curvature of the boundary surface of the considered massive body, the model can be used to study the problem in three coordinate systems: cartesian coordinates—a massive body bounded by a flat surface; spherical coordinates—a massive body with an internal spherical cavity; cylindrical coordinates—a massive body with an internal cylindrical cavity. Three types of intensive heating are considered: temperature heating, thermal heating, and heating by medium. Following the development of an analytical solution, the results of conducted numerical experiments are presented along with their physical analysis.Methods. The study applies methods and theorems of operational calculus according to the theory of special functions.Results. Generalized model representations of thermal shock are developed in terms of dynamic thermoelasticity for locally nonequilibrium heat transfer processes simultaneously in three coordinate systems: Cartesian, spherical, and cylindrical. The presence of curvature of the boundary surface of the thermal shock area substantiates the initial statement of the dynamic problem in displacements using the proposed corresponding “compatibility” equation.Conclusions. A generalized dynamic model of the thermal reaction of massive bodies with internal cavities simultaneously in Cartesian, spherical, and cylindrical coordinate systems under conditions of intense temperature heating, thermal heating, and heating by medium is proposed. The model is considered in terms of displacements based on local nonequilibrium heat transfer. A numerical experiment carried out according to the obtained analytical solution for stresses forms a basis for a description of the wave nature of the propagation of a thermoelastic wave. A comparison with the classical solution is made without taking into account local nonequili
目标。固体中的能量传递过程和由此产生的热负荷在自然界和技术中广泛存在。这说明了构建这些过程的理论,以及开发有效的方法来研究在此基础上形成的模型概念的科学和现实意义。这种研究的目的是确定各种技术操作中特别是在强大的能量冲击条件下发生的复杂过程的基本通量模式。这些包括材料的等离子体化学加工,在红外炉和太阳能发电厂中加工,用激光或电子束对材料进行强烈加热,以及使用强大的辐射发射器对产品表面进行热硬化和硬化。在这些情况下,热冲击现象就产生了,形成了固体热力学和强度物理学的中心主题之一。本文从广义的动态热弹性模型出发,考虑了局部非平衡传热过程下热冲击的开放性理论问题。根据所考虑的质量体的边界曲面的类型和曲率,该模型可用于三种坐标系下的问题研究:笛卡尔坐标系-以平面为界的质量体;球座标——内部有球腔的大质量物体;柱面坐标——内部有柱面腔的巨大物体。考虑了三种类型的集约加热:温度加热、热加热和介质加热。随着解析解的发展,所进行的数值实验的结果连同它们的物理分析一并提出。本研究以特殊函数理论为基础,应用运算微积分的方法和定理。热冲击的广义模型表示的动态热弹性的局部非平衡传热过程同时在三个坐标系:笛卡尔坐标系,球面和圆柱。热冲击区边界表面曲率的存在证实了用所提出的相应的“相容”方程对位移动力学问题的初始表述。提出了具有内腔的大质量物体在强温度加热、热加热和介质加热条件下同时在笛卡儿坐标系、球坐标系和柱坐标系下热反应的广义动力学模型。该模型考虑了基于局部非平衡传热的位移。根据得到的应力解析解进行了数值实验,为描述热弹性波传播的波动性质奠定了基础。在不考虑局部不平衡的情况下,与经典解进行了比较。在问题的操作解的基础上进行的工程关系计算对于最大热应力的上限估计在实际中是重要的。
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引用次数: 0
Extremum in the problem of paired comparisons 配对比较问题中的极值
Pub Date : 2023-04-09 DOI: 10.32362/2500-316x-2023-11-2-84-91
Objectives. An analysis of the problem of evaluating alternatives based on the results of expert paired comparisons is presented. The importance and relevance of this task is due to its numerous applications in a variety of fields, whether in the technical and natural sciences or in the humanities, ranging from construction to politics. In such contexts, the problem frequently arises concerning how to calculate an objective ratings vector based on expert evaluations. In terms of a mathematical formulation, the problem of finding the vector of objective ratings can be reduced to approximating the matrices of paired comparisons by consistent matrices.Methods. Analytical analysis and higher algebra methods are used. For some special cases, the results of numerical calculations are given.Results. The theorem stating that there is always a unique and consistent matrix that optimally approximates a given inversely symmetric matrix in a log-Euclidean metric is proven. In addition, derived formulas for calculating such a consistent matrix are presented. For small dimensions, examples are considered that allow the results obtained according to the derived formula to be compared with results for other known methods of finding a consistent matrix, i.e., for calculating the eigenvector and minimizing the discrepancy in the log-Chebyshev metric. It is proven that all these methods lead to the same result in dimension 3, while in dimension 4 all results are already different.Conclusions. The results obtained in the paper allow us to calculate the vector of objective ratings based on expert evaluation data. This method can be used in strategic planning in cases where conclusions and recommendations are possible only on the basis of expert evaluations.
目标。对基于专家配对比较结果的方案评价问题进行了分析。这项任务的重要性和相关性是由于它在各种领域的大量应用,无论是在技术和自然科学还是在人文科学,从建筑到政治。在这种情况下,经常出现如何根据专家评价计算客观评级向量的问题。用数学公式表示,寻找客观评价向量的问题可以简化为用一致矩阵近似成对比较的矩阵。采用解析分析和高等代数方法。对于一些特殊情况,给出了数值计算结果。证明了对数欧几里得度量中总有一个唯一且一致的矩阵最优逼近给定的逆对称矩阵的定理。此外,还给出了计算这种一致矩阵的推导公式。对于小维度,考虑了一些例子,允许根据导出公式获得的结果与其他已知的寻找一致矩阵的方法的结果进行比较,即计算特征向量并最小化对数-切比雪夫度量的差异。结果表明,这些方法在第3维度上的结果是一致的,而在第4维度上的结果是不同的。本文的研究结果使我们能够在专家评价数据的基础上计算客观评分向量。在只有根据专家评价才能得出结论和提出建议的情况下,这种方法可用于战略规划。
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引用次数: 0
Identification of a longitudinal notch of a rod by natural vibration frequencies 用固有振动频率来识别杆的纵向缺口
Pub Date : 2023-04-09 DOI: 10.32362/2500-316x-2023-11-2-92-99
I. Utyashev, A. F. Fatkhelislamov
Objectives. To study the direct and inverse problem of vibrations of a rectangular rod having a longitudinal notch, to analyze regularities of the behavior of natural frequencies and natural forms of longitudinal vibrations when changing the location and size of the notch, and to develop a method for uniquely identifying the parameters of the longitudinal notch using the natural frequencies of longitudinal vibrations of the rod.Methods. The rod with a longitudinal notch is modeled as two rods, where the first one does not have a notch, while the second one does. For connection, conjugation conditions are used, in which longitudinal vibrations and deformations are equated. The solution of the inverse problem is based on the construction of a frequency equation under the assumption that the desired parameters are included in the equation. Substituting natural frequencies into this equation, the nonlinear system with respect to unknown parameters is derived. The solution of the latter is the desired notch parameters.Results. Tables of eigenfrequencies and graphs of eigenforms are given for different notch parameters. The results for different boundary conditions are obtained and analyzed. A method for identifying notch parameters by a finite number of eigenfrequencies is presented. The inverse problem is shown to have two solutions, which are symmetrical about the center of the rod. The unambiguous solution requires eigenfrequencies of the same problem with different boundary conditions at the right end. By adding additional conditions at the ends of the rod, the inverse problem can be solved with new boundary conditions to construct the exact solution and develop an algorithm for checking the uniqueness of the solution.Conclusions. The developed method can be used to solve the problem of identification of geometric parameters of various parts and structures modeled by rods.
目标。研究具有纵向缺口的矩形杆的振动正反问题,分析改变缺口位置和尺寸时纵向振动固有频率和固有形式的变化规律,并建立利用杆的纵向振动固有频率唯一识别纵向缺口参数的方法。具有纵向缺口的杆被建模为两根杆,其中第一根没有缺口,而第二根有。对于连接,使用共轭条件,其中纵向振动和变形是相等的。反问题的解是在假设所需参数包含在方程中的前提下,建立频率方程。将固有频率代入方程,导出了含未知参数的非线性系统。后者的解就是所需的陷波参数。给出了不同陷波参数的特征频率表和特征形式图。对不同边界条件下的结果进行了分析。提出了一种用有限个数的特征频率识别陷波参数的方法。反问题有两个解,它们围绕杆的中心对称。无二义解要求同一问题的特征频率在右端具有不同的边界条件。通过在杆端增加附加条件,可以用新的边界条件求解逆问题,从而构造出精确解,并发展出一种检验解唯一性的算法。所提出的方法可用于求解用杆建模的各种零件和结构的几何参数识别问题。
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引用次数: 0
Optimization of spline parameters in approximation of multivalued functions 多值函数逼近中样条参数的优化
Pub Date : 2023-04-09 DOI: 10.32362/2500-316x-2023-11-2-72-83
D. A. Karpov, V. I. Struchenkov
Objectives. Methods for spline approximation of a sequence of points in a plane are increasingly used in various disciplines. A spline is defined as a single-valued function consisting of a known number of repeating elements, of which the most widely used are polynomials. When designing the routes of linear structures, it is necessary to consider a problem with an unknown number of elements. An algorithm implemented for solving this problem when designing a longitudinal profile was published earlier. Here, since the spline elements comprise circular arcs conjugated by line segments, the spline is a single-valued function. However, when designing a route plan, the spline is generally a multivalued function. Therefore, the previously developed algorithm is unsuitable for solving this problem, even if the same spline elements are used. The aim of this work is to generalize the obtained results to the case of approximation of multivalued functions while considering various features involved in designing the routes of linear structures. The first stage of this work consisted in determining the number of elements of the approximating spline using dynamic programming. In the present paper, the next stage of solving this problem is carried out.Methods. The spline parameters were optimized using a new mathematical model in the form of a modified Lagrange function and a special nonlinear programming algorithm. In this case, it is possible to analytically calculate the derivatives of the objective function with respect to the spline parameters in the absence of its analytical expression. Results. A mathematical model and algorithm were developed to optimize the parameters of a spline as a multivalued function consisting of circular arcs conjugated by line segments. The initial approximation is the spline obtained at the first stage.Conclusions. The previously proposed two-stage spline approximation scheme for an unknown number of spline elements is also suitable for approximating multivalued functions given by a sequence of points in a plane, in particular, for designing a plan of routes for linear structures.
目标。平面上点序列的样条逼近方法越来越多地应用于各个学科。样条被定义为由已知数量的重复元素组成的单值函数,其中最广泛使用的是多项式。在设计线性结构的路线时,必须考虑未知单元数的问题。在设计纵剖面时,实现了一种算法来解决这个问题。在这里,由于样条元素包含由线段共轭的圆弧,因此样条是单值函数。然而,在设计路线规划时,样条曲线通常是一个多值函数。因此,即使使用相同的样条元素,以前开发的算法也不适合求解该问题。本工作的目的是将所得结果推广到多值函数逼近的情况,同时考虑到设计线性结构路线所涉及的各种特征。这项工作的第一阶段包括使用动态规划确定近似样条的元素数量。在本文中,进行了解决这一问题的下一阶段。采用修正拉格朗日函数形式的新数学模型和特殊的非线性规划算法对样条参数进行优化。在这种情况下,在没有解析表达式的情况下,可以解析地计算目标函数相对于样条参数的导数。结果。建立了以线段共轭圆弧为多值函数的样条曲线参数优化的数学模型和算法。初始近似是在第一阶段得到的样条曲线。对于未知数目的样条元,先前提出的两阶段样条近似格式也适用于平面上由点序列给出的多值函数的近似,特别是对于线性结构的路线规划设计。
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引用次数: 0
Methodological features of the analysis of the fractal dimension of the heart rate 心率分形维数分析的方法学特点
Pub Date : 2023-04-09 DOI: 10.32362/2500-316x-2023-11-2-58-71
M. O. Bykova, V. Balandin
Objectives. The aim of the present work is to determine the fractal dimension parameter calculated for a sequence of R–R intervals in order to identify the boundaries of its change for healthy and sick patients, as well as the possibility of its use as an additional factor in the detection of cardiac pathology.Methods. In order to determine the fractal dimension parameter, the Hurst-, Barrow-, minimum coverage area-, and Higuchi methods are used. For assessing the stationarity of a number of electrocardiography (ECG) intervals, a standard method is used to compare arithmetic averages and variances from samples of the total data array of ECG intervals. To identify differences in fractal dimensions of healthy and sick patients, this parameter was ranked. Using the Kolmogorov–Smirnov two-sample criterion, the difference between the distribution laws in the samples for healthy and sick patients is shown.Results. Among the considered methods for calculating the fractal dimension, the Higuchi method demonstrates the smallest data spread between healthy patients. By ranking the calculated fractional dimension values, it was possible to identify the difference between this parameter for healthy and sick patients. The difference in the distribution of fractal dimension of healthy and sick patients is shown to be statistically significant for the coverage and Higuchi methods. At the same time, when using the traditional Hurst method, there is no reason to reject the null hypothesis that two groups of patients belong to the same general population.Conclusions. Based on the obtained data, the difference between the fractal dimension indicators of the duration of R–R intervals of healthy and sick patients is shown to be statistically significant when using the Higuchi method. The fractal dimensions of healthy and sick patients can be effectively distinguished by ranking samples. The results of the research substantiate prospects for further studies aimed at using fractal characteristics of the heart rhythm to identify abnormalities of the latter, which can serve as an additional factor in determining heart pathologies.
目标。本工作的目的是确定为R-R区间序列计算的分形维数参数,以确定其对健康和患病患者的变化边界,以及将其用作检测心脏病理的附加因素的可能性。为了确定分形维数参数,采用了Hurst法、Barrow法、最小覆盖面积法和Higuchi法。为了评估一些心电图(ECG)间隔的平稳性,使用一种标准方法来比较心电间隔总数据阵列样本的算术平均值和方差。为了确定健康和患病患者分形维数的差异,对该参数进行了排序。利用Kolmogorov-Smirnov双样本判据,给出了健康患者和患病患者样本中分布规律的差异。在考虑的分形维数计算方法中,Higuchi方法在健康患者之间的数据分布最小。通过对计算的分数维度值进行排序,可以确定健康患者和患病患者该参数之间的差异。健康患者和患病患者的分形维数分布在覆盖率和Higuchi方法上的差异具有统计学意义。同时,在使用传统的Hurst方法时,没有理由拒绝两组患者属于同一一般人群的原假设。根据获得的数据,使用Higuchi方法时,健康患者与患病患者R-R区间持续时间分形维数指标的差异具有统计学意义。通过对样本进行排序,可以有效区分健康患者和患病患者的分形维数。研究结果证实了进一步研究的前景,旨在利用心律的分形特征来识别后者的异常,这可以作为确定心脏病理的另一个因素。
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引用次数: 0
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Russian Technological Journal
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