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Graph Models and Algorithm for Studying the Dynamics of a Linear Stationary System with Variable Delay 变时滞线性平稳系统动力学研究的图模型与算法
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537328
Shakhnoza R. Ubaydullayeva, R. Gaziyeva, Odil J. Pirimov
In this article, we consider the problem of studying the dynamics of linear objects with variable delay based on graph models. The output signal of the variable lag element is deformed along the time axis. The function that is the output of the rung will be either "compressed" or "stretched" on the time axis relative to the input function. Conditions for the physical realizability of an element with a variable delay are given. The physical properties of the variable delay element and the generality of individual stages in the formation of models of systems with constant and variable delay are taken into account. A linear variable delay system can be studied using matrix equations. On the basis of the graph model, relations are obtained for calculating processes in a linear system with variable delay. The graph model of the system makes it possible to bypass laborious calculations and to exclude operations associated with insufficient matrix density. The above scheme can also be used to calculate processes in variable delay systems in the control channel.
本文考虑了基于图模型的变延迟线性对象动力学研究问题。变滞后元件的输出信号沿时间轴发生变形。相对于输入函数,作为横档输出的函数将在时间轴上被“压缩”或“拉伸”。给出了可变延迟元件物理可实现性的条件。考虑了变延迟单元的物理性质以及定延迟和变延迟系统模型形成过程中各个阶段的普遍性。线性变时滞系统可以用矩阵方程来研究。在此图模型的基础上,得到了变时滞线性系统计算过程的关系。系统的图形模型可以绕过费力的计算,并排除与矩阵密度不足相关的操作。上述方案也可用于控制通道中变延迟系统的过程计算。
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引用次数: 2
Extra Steering for ROV Control System by Tracking the Gamepad Orientation 通过跟踪手柄方向为ROV控制系统提供额外的转向
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537456
A. Abdulov, A. Abramenkov
This paper presents a description of the created prototype of an omnidirectional underwater vehicle. Some aspects of its mathematical model and discusses several issues of improving maneuvering and performing teleoperations consider. The proposed approach advances remote-control capabilities of the underwater vehicle orientation using accessories with inertial sensors. The discussed issues are in the context of increasing automation and convenience of the visual underwater pipeline inspection. The transients of orientation regulators evaluate under natural conditions close to operational ones. An autoregressive with exogenous input model uses for the construction of averaged transient response. The control system is implemented based on the feedback linearization method.
本文介绍了一种全向水下航行器的原型。对其数学模型的某些方面进行了分析,并讨论了改进机动和执行遥操作的几个问题。提出的方法提高了水下航行器使用带有惯性传感器的附件进行定向的远程控制能力。所讨论的问题是在水下管道可视化检测日益自动化和便捷化的背景下进行的。方向调节器的瞬态在接近运行状态的自然条件下进行评估。一个带有外生输入的自回归模型用于构造平均瞬态响应。控制系统采用反馈线性化方法实现。
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引用次数: 2
Object Detection Using Color Segmentation, Radial Symmetry Detector, and Hough Method 使用颜色分割,径向对称检测器和霍夫方法的目标检测
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537348
R. Shakirzyanov, Alina A. Shakirzyanova
Currently, unmanned control systems for various vehicles, including cars, are widely used. Driving an unmanned vehicle involves solving tasks related to recognizing road objects. An improved algorithm for solving the problem of detection and recognition of round traffic light signals is proposed. To solve this problem, we use: fast radial symmetry transformation, Hough transform, and color segmentation. A special feature of the algorithm is that the areas where the light signals are located they are preliminarily determined based on the color attribute, followed by specifying the shape and position of objects. At the final stage, the solution is refined using the Hough method. The proposed algorithm has shown operability, it can be expanded in terms of the types of recognized signals and applied as part of unmanned vehicle control systems, as well as part of driver assistance systems for solving problems related to the prevention of dangerous and emergency situations.
目前,包括汽车在内的各种车辆的无人控制系统得到了广泛的应用。驾驶无人驾驶汽车需要解决与识别道路物体相关的任务。提出了一种改进的圆形交通灯信号检测与识别算法。为了解决这个问题,我们使用了:快速径向对称变换、霍夫变换和颜色分割。该算法的一个特点是根据颜色属性初步确定光信号所在的区域,然后指定物体的形状和位置。在最后阶段,使用霍夫方法对解决方案进行细化。所提出的算法具有可操作性,可以根据识别信号的类型进行扩展,并作为无人驾驶车辆控制系统的一部分,以及作为驾驶员辅助系统的一部分,用于解决与预防危险和紧急情况相关的问题。
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引用次数: 0
Covariance Analysis of the Receding Horizon Optimal FIR Filter 渐退水平最优FIR滤波器的协方差分析
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537565
B. Skorohod
In this paper, we study properties of the receding horizon optimal FIR (RHOFIR) filter. The used approach based on analysis its error covariance matrix (ECM). Our contributions are as follows. First, the monotonicity and convergence of the ECM with increasing the horizon size of the sliding window (SW) are established. One important consequence of obtained results is that the ECM trace of the RHOFIR filter does not reach its lower bound (a steady state) on compact sets. This allows formulating a rule for selecting a horizon size of the SW determining a moment when the ECM trace enters a neighborhood of the steady state. Second, an upper bound is obtained for the decomposition of the ECM into two terms in which one of them does not depend on the noise of the dynamics. This makes it is possible to specify an estimate for the horizon size of the SW using information only about the noise intensity of the measurements. Third, an error sensitivity analysis to the dynamics and measurements noises of the ECM is carried out.
本文研究了退层最优FIR (RHOFIR)滤波器的性质。采用基于误差协方差矩阵(ECM)分析的方法。我们的贡献如下。首先,建立了随着滑动窗口(SW)水平尺寸的增大,ECM的单调性和收敛性;所得结果的一个重要结论是,RHOFIR滤波器的ECM迹线在紧集上没有达到其下界(稳态)。这允许制定一个规则来选择SW的视界大小,确定当ECM轨迹进入稳定状态的邻域时的时刻。其次,得到了将ECM分解为两项的上界,其中一项不依赖于动力学噪声。这使得仅使用有关测量噪声强度的信息来指定SW的水平尺寸的估计成为可能。第三,对电磁对抗系统的动力学噪声和测量噪声进行了误差敏感性分析。
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引用次数: 0
Digital Twin of Npps: Simulation Systems and Verification 核电站的数字孪生:仿真系统与验证
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537546
Elena Jharko
The article discusses the approach conformity with which the flexible software package (FMSP) is the kernel of the digital twin of an NPP power unit. The models that are part of the FMSP cover the main and a number of auxiliary technological systems of the power unit, automatic control systems. The developed flexible modeling software package is designed to simulate dynamic processes occurring in NPP power units with VVER-1000 reactors. The FMSP allows considering various types of violations in the operation of safety systems and energy imbalances in the reactor core. The results of verification of a flexible modeling complex based on stationary neutron-physical calculations of the VVER-1000 reactor core using the BIPR-7 program and NPP operational data are presented.
本文讨论了以柔性软件包(FMSP)为核电机组数字孪生核心的方法一致性。作为FMSP一部分的模型涵盖了动力单元的主要和一些辅助技术系统,自动控制系统。开发的灵活建模软件包旨在模拟带有VVER-1000反应堆的核电站动力装置的动态过程。FMSP允许考虑安全系统运行中的各种类型的违规和反应堆堆芯中的能量不平衡。本文介绍了利用BIPR-7程序和NPP运行数据对VVER-1000反应堆堆芯进行的基于静止中子物理计算的柔性建模复合体的验证结果。
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引用次数: 4
Compact Inverter for Single-Phase Induction Motor 用于单相感应电动机的紧凑型逆变器
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537331
A. Davydov, B. Bochenkov, V. Anosov
The developed compact frequency converter for a single-phase asynchronous motor is presented the paper. The use of classical frequency converters with the complex control system allows us to smoothly adjust a wide range of the motor speed with maintaining the stiffness of the mechanical characteristics. This converter is based on using semiconductor devices to control a single-phase asynchronous motor. The developed frequency converter has a low cost and simple design compared to previous frequency converters. Using the compact frequency converter for a single-phase induction motor, we can get better performance than with various methods of started induction motor at a low cost.
本文介绍了一种用于单相异步电动机的小型变频器。使用经典的变频器与复杂的控制系统,使我们能够平稳地调整大范围的电机速度,同时保持机械特性的刚度。该转换器是基于使用半导体器件来控制单相异步电动机。与以往的变频器相比,所研制的变频器成本低,设计简单。在单相异步电动机上采用小型变频器,可以在较低的成本下获得比各种起动方式更好的性能。
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引用次数: 0
Decision Support Level in Monitoring Systems for Railway Automation Based on Questionnaire Theory 基于问卷调查理论的铁路自动化监控系统决策支持水平
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537383
D. V. Efanov, V. Khoroshev
The authors pay attention to the monitoring technologies development for complex technical systems. Such systems include many heterogeneous moving and stationary objects. The systems are equipped with both built-in and external means of technical diagnostics and monitoring, which form informational messages about the measurement results and the current state of the components. This information allows service personnel to promptly prevent a shutdown of the process and identify subcritical conditions. This increases the fault tolerance of the objects being diagnosed. When organizing systems for technical diagnosis and monitoring, it is often impossible to provide the necessary completeness and depth of diagnosis for making an accurate diagnosis and subsequent forecasting. However, the obtained information allows the formation of many diagnostic features inherent in the states of the objects being diagnosed. This information may be the source for the implementation at the software level of decision support subsystems by service personnel operating diagnostic objects. To form the initial data for decision support subsystems, the authors proposed to use the following data: data from measuring subsystems, historical data about the diagnostic object, statistical indicators from monitoring systems in automatic mode. As statistical indicators, the probabilities of occurrence in the various components of object defects and data on the diagnosing implementation costs are used. These data vary depending on the service life, the diagnostic object importance for the process, its effect on the system readiness, etc. The source data is used at the software level for the diagnostic algorithm’s implementation in the questionnaires form. The questionnaire is a tree-based weighted oriented graph. The output contains the recommended sequence of operations for testing the diagnostic object. That allows you to achieve the most effective localization of the defect. An example of the technologies developed for monitoring critical facilities from the railway automation field is given.
作者关注复杂技术系统监测技术的发展。这样的系统包括许多异构的运动和静止的物体。该系统配备了内置和外部的技术诊断和监测手段,形成了有关测量结果和组件当前状态的信息信息。这些信息使服务人员能够及时防止过程停机并识别亚临界状态。这增加了被诊断对象的容错性。在组织技术诊断和监测系统时,往往不可能提供必要的诊断的完整性和深度,以作出准确的诊断和随后的预测。然而,所获得的信息允许在被诊断对象的状态中形成许多固有的诊断特征。该信息可能是服务人员操作诊断对象在软件级别实现决策支持子系统的来源。为了形成决策支持子系统的初始数据,作者建议使用以下数据:测量子系统的数据、诊断对象的历史数据、自动模式下监测系统的统计指标。作为统计指标,使用对象缺陷各组成部分的发生概率和诊断实施成本数据。这些数据根据使用寿命、诊断对象对流程的重要性、其对系统准备程度的影响等因素而变化。源数据在软件级别用于诊断算法在问卷表格中的实现。问卷是一个基于树的加权有向图。输出包含测试诊断对象的推荐操作顺序。这允许您实现最有效的缺陷定位。给出了铁路自动化领域关键设施监控技术开发的一个实例。
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引用次数: 0
Mathematical Modeling of Cycles to Failure for Submersible Technical Systems in the Oil Industry 石油工业潜水技术系统失效周期的数学建模
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537415
V. Romanov, V. Goldstein, A. Batishchev
The state and operation quality of sets of submersible electrical equipment (SEE) at oil wells as a complex engineering system depends on the fault-free and reliable operation of downhole equipment components. Oil production SEE, especially submersible electric motors (SEM) are subjected to various external factors and impacts and they are used in various operating modes. To obtain the data on the state of SEE, we used statistics for the failures during operation. This valid method for the analysis of the conditions of the engineering facilities in the industry is, in most cases, the only suitable one for the mathematic functional and quantitative description of reliability, including the SEE cycles to failure parameter. We collected and analyzed the data on technological failures at oil production facilities and established a database for relevant statistics on the use of SEE (for 2014-2019). We present the results of the statistical analysis for the correct representation of the current conditions of the SEE (including SEM). We used them to produce a systematized assessment of the current state of SEM using smart analysis and probabilistic statistical modeling. We identified and ranked the factors resulting in technological failures, formulated a set of technical and organizational actions to minimize them, and improve the reliability and operation readiness of the SEE.
油井成套潜水电气设备作为一个复杂的工程系统,其运行状态和运行质量取决于井下设备部件的无故障、可靠运行。采油SEE,特别是潜水电机(SEM),受到各种外部因素和影响,并且在各种工作模式下使用。为了获得SEE的状态数据,我们对运行过程中的故障进行了统计。在大多数情况下,这种分析工业工程设施状况的有效方法是唯一适用于可靠性的数学泛函和定量描述的方法,包括SEE周期到失效参数。我们收集并分析了石油生产设施的技术故障数据,并建立了SEE使用相关统计数据数据库(2014-2019年)。我们提出了统计分析的结果,以正确表示SEE(包括SEM)的现状。我们使用智能分析和概率统计模型对SEM的当前状态进行系统化评估。我们确定了导致技术故障的因素并对其进行了排序,制定了一套技术和组织措施,以最大限度地减少这些因素,并提高了SEE的可靠性和运行准备程度。
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引用次数: 0
Recognition and Elimination of Anomalies in Information Leakage Channels in Opto-Ultrasonic Communication Channels in Data Streams of Industrial Automated Systems 工业自动化系统数据流中光超声通信通道信息泄漏通道异常识别与消除
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537495
V. Telezhkin, B. Saidov, A. Ragozin
The problem of detecting, recognizing and predicting anomalies has appeared relatively recently. However, when solving this issue, a number of difficulties arise, mainly associated with the need to take into account and detect previously unknown types of attacks and impacts. The resolution of this issue immediately attracted the attention of specialists in the areas of network security and information and industrial systems. Consequently, the existing solutions to some of the simplest particular cases of solving the issue of recognizing anomalies in computational processes did not allow the development of some unified, comprehensive method for detecting previously unknown types of attacks and influences. To address this issue, Western and Russian research teams and schools urgently engaged in in-depth abstract study of this issue. The detection of anomalies in dynamic information flows largely determines the effectiveness of information security management of computer networks in information and industrial systems. At the same time, the technology for predicting dynamic flows, data plays a major role in the concept of anomaly detection systems in the protection of information of various APCS. The creation of each automated system is based on the future capabilities of computer technology, advances in control theory, mathematical modeling and optimization methods. It is proposed to use the technology of opto-ultrasonic transmission and reception of information. Under ultrasonic ultrasonic waves (acoustic signals). The main source of acoustic signals are electromechanical ultrasonic vibrating systems. In this work, information leakage through a technical opto-ultrasonic channel is understood as the uncontrolled use of information from the protected information carrier through the physical medium to a technical means that intercepts information. Depending on the physical nature of the occurrence of information signals, the medium of their propagation, the technical channels of ultrasonic information leakage can be divided into acousto-vibration (vibration), acousto-optic (laser), acoustoelectric and acoustoelectromagnetic (parametric). Within the framework of this article, acousto-optic (laser) technologies are investigated.
异常的检测、识别和预测问题是最近才出现的。然而,在解决这个问题时,出现了许多困难,主要与需要考虑和检测以前未知的攻击和影响类型有关。这一问题的解决立即引起了网络安全、信息和工业系统领域专家的注意。因此,解决识别计算过程中的异常问题的一些最简单的特殊情况的现有解决方案不允许开发一些统一的、全面的方法来检测以前未知的攻击类型和影响。为了解决这一问题,西方和俄罗斯的研究团队和学校迫切地对这一问题进行了深入的抽象研究。在信息和工业系统中,动态信息流异常的检测在很大程度上决定了计算机网络信息安全管理的有效性。同时,预测动态流量、数据的技术在各种APCS的信息保护中起着异常检测系统概念的重要作用。每个自动化系统的创建都是基于计算机技术的未来能力、控制理论的进步、数学建模和优化方法。提出了利用光超声传输和接收信息的技术。超声波下的超声波(声信号)。声信号的主要来源是机电超声振动系统。在这项工作中,通过技术光超声通道的信息泄漏被理解为信息从受保护的信息载体通过物理介质不受控制地使用到拦截信息的技术手段。根据信息信号发生的物理性质、传播介质的不同,超声波信息泄漏的技术通道可分为声振(振动)、声光(激光)、声电和声电磁(参数)。在本文的框架内,声光(激光)技术进行了研究。
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引用次数: 0
Comparative Analysis of Graphene Deposition Technologies for Antennas of Millimeter and Submillimeter Parts of the Spectrum (5-6G) 5-6G毫米波与亚毫米波天线石墨烯沉积技术对比分析
Pub Date : 2021-09-05 DOI: 10.1109/RusAutoCon52004.2021.9537512
A. Cherevko, Y. Morgachev
Currently, there is an active development of new frequency ranges (millimeter and submillimeter parts of the spectrum) due to the introduction of the 5G standard and the study of 6G networks. This leads to the fact that there is a need to develop flexible antennas for these frequency ranges. It is advisable to use graphene for these purposes, since it is possible to manufacture environmentally friendly flexible antennas on its basis. In this work, the authors aim to determine the minimum and maximum frequencies for which flexible graphene antennas can be fabricated using various graphene deposition technologies.The paper presents a comparative analysis of the possibility of using various technologies for deposition of graphene for the manufacture of antennas in the millimeter and submillimeter frequency ranges. To perform this analysis, a critical size parameter was introduced. On its basis, the minimum and maximum frequencies for which flexible graphene antennas can be fabricated are determined using the considered graphene deposition technologies.The design and characteristics of a graphene eco-friendly dipole antenna on a paper substrate, which is made using screen printing technology, are presented. An assessment of the applicability of the technology used for the manufacture of elements of the Internet of things operating in the 5G millimeter frequency range has been carried out.
目前,由于5G标准的引入和6G网络的研究,新的频率范围(频谱的毫米和亚毫米部分)正在积极开发。这导致需要为这些频率范围开发柔性天线。在这些用途上使用石墨烯是可取的,因为可以在其基础上制造环保的柔性天线。在这项工作中,作者的目标是确定使用各种石墨烯沉积技术制造柔性石墨烯天线的最小和最大频率。本文对使用各种技术沉积石墨烯的可能性进行了比较分析,以制造毫米和亚毫米频率范围内的天线。为了进行分析,引入了一个临界尺寸参数。在此基础上,利用石墨烯沉积技术确定柔性石墨烯天线的最小和最大频率。介绍了一种采用丝网印刷技术在纸基上制作的石墨烯生态偶极子天线的设计和特点。对5G毫米波频率范围内的物联网要素制造技术的适用性进行了评估。
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引用次数: 0
期刊
2021 International Russian Automation Conference (RusAutoCon)
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