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2022 IEEE 3rd KhPI Week on Advanced Technology (KhPIWeek)最新文献

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Simple Wound Healing Simulation Program Based on Mathematical Model of Angiogenesis 基于血管生成数学模型的简单伤口愈合模拟程序
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916373
A. Kokorev, Oleg Avrunin
In the present work the existing one-dimensional mathematical model of wound healing angiogenesis was wrapped into the computer program with a convenient interface. The model considers two variables: capillary tip density and endothelial cells density. The model is continuous and consists of two PDEs. Our program allows to find the speed and the time of wound healing as well as the distribution of the variables at any stage of healing, from the small set of measured (or estimated) input parameters. The usage of the program was demonstrated on the different sets of input parameters: those that considered to be “normal” ones and “pathological” ones.
在本工作中,将现有的一维伤口愈合血管生成数学模型包裹在具有方便界面的计算机程序中。该模型考虑了两个变量:毛细血管尖端密度和内皮细胞密度。该模型是连续的,由两个偏微分方程组成。我们的程序允许从一小组测量(或估计)输入参数中找到伤口愈合的速度和时间,以及愈合任何阶段的变量分布。程序的使用在不同的输入参数集上进行了演示:那些被认为是“正常”的和“病理”的。
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引用次数: 0
Investigation of an Influence of a Ratio,, Swarm Size - Iterations Number” on Particle Swarm Optimization Performance 比率、“群大小-迭代次数”对粒子群优化性能影响的研究
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916498
Y. Romasevych, V. Loveikin, A. Loveikin
Particle swarm optimization (PSO) performance is greatly influenced by the size of a swarm and the number of iterations. In order to define the reasonable ratio,, swarm size - iteration number” in PSO four well-known benchmark functions were used during poor calculation resources. Multiplication of swarm size and iterations number was used as the calculation resources indicator. It was found, that an application of the swarms, which include up to 50 particles, is reasonable for poor calculation resources.
粒子群优化算法的性能受粒子群大小和迭代次数的影响很大。为了确定合理的比率,在计算资源较差的情况下,采用了PSO中的“群大小-迭代次数”四个知名的基准函数。采用群大小与迭代次数相乘作为计算资源指标。研究发现,在计算资源不足的情况下,使用包含多达50个粒子的群是合理的。
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引用次数: 0
Methods of Pulse Width Modulation in Cascaded High Voltage Frequency Converters 级联高压变频器脉宽调制方法
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916412
V. Busher, O. Chornyi, V. Tytiuk, O. Glazeva, Oleksandr Rozlutskyi, Vitaliy Kuznetsov
Purpose. The aim of this work is to compare the effectiveness of various methods for correcting cell failures in cascade high voltage frequency converters. These methods provide the smallest voltage drop on the motor, the least loads and oscillation of electromagnetic torque in an accident modes, and evaluate the effectiveness of pulse width modulation (PWM) methods with the injection of third harmonic and space-vector PWM in normal and emergency modes. Methodology. We use mathematical and geometrical interpretation of all analysed methods - Sinusoidal PWM (SPWM), Balanced sinusoidal PWM (BSPWM), Balanced PWM with injected 3rd harmonic (THPWM) and Balanced Space Vector PWM (SVPWM). Results. The method of balancing the phase-to-phase voltages by to such a shift of the zero point and rotation of the phase vectors, in which the amplitude of the phase-to-phase voltage decreases to the minimum possible value. Injection of the 3rd harmonic allows you to further increase the utilisation factor of power supplies in terms of voltage. But the violation of the symmetry of the phase voltages leads to the need to reduce the voltage amplitude to exclude saturation of the power supplies, which reduces this coefficient compared to the theoretically possible 15.6%. A distinctive feature of the method of balanced Space Vector PWM is that the amplitude of the 1st harmonic is always greater than the radius of the circle by 15.6%. Comparison of methods of space vector PWM (SVPWM), balancing of phase-to-phase voltage with the injection of the 3rd harmonic (THPWM) with sinusoidal PWM shows that SVPWM is the best method. Despite the more complex mathematical software for the implementation of this method, it provides the best performance in all considered emergency modes of 3…6 cascade converters. The Table of indicators for all methods are presented in the article. The use of a balanced SVPWM in combination with field oriented control makes it possible to obtain an electric drive in which, in the event of an accident, there are practically no shock mechanical and electromagnetic processes. After damage of cells the currents, electromagnetic torque and motor speed change along the required trajectory.
目的。这项工作的目的是比较各种方法的有效性,纠正电池故障的串级高压变频器。这些方法在事故模式下提供了最小的电机电压降、最小的负载和最小的电磁转矩振荡,并评估了在正常和紧急模式下注入三次谐波和空间矢量PWM的脉宽调制(PWM)方法的有效性。方法。我们使用所有分析方法的数学和几何解释-正弦PWM (SPWM),平衡正弦PWM (BSPWM),注入三次谐波的平衡PWM (THPWM)和平衡空间矢量PWM (SVPWM)。结果。通过移动零点和旋转相位矢量来平衡相对电压的方法,在这种方法中,相对电压的振幅减小到可能的最小值。注入三次谐波允许您进一步提高电源在电压方面的利用系数。但是相位电压对称性的破坏导致需要降低电压幅值以排除电源的饱和,与理论上可能的15.6%相比,这降低了该系数。平衡空间矢量PWM方法的一个显著特点是一阶谐波的幅值总是比圆半径大15.6%。将空间矢量PWM (SVPWM)、三次谐波注入相电压平衡(THPWM)和正弦PWM方法进行了比较,结果表明SVPWM是最佳方法。尽管实现这种方法的数学软件比较复杂,但它在所有考虑的3…6级联变换器的紧急模式下都提供了最佳性能。文中给出了各种方法的指标表。使用平衡的SVPWM与场定向控制相结合,可以获得电力驱动,在发生事故时,几乎没有冲击机械和电磁过程。电池损坏后,电流、电磁转矩和电机速度沿着要求的轨迹变化。
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引用次数: 0
The Electricity Distribution of Alternating Current and Voltage Higher Harmonics Research in Network with Electrical Complex of Direct Current Drive 直流驱动电复合体网络中交流及电压高次配电研究
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916382
O. Bialobrzheskyi, Maxim Oliynichenko, O. Todorov, I. Reva, M. Bezzub, A. Postil
Study of electricity consumption in the workshop of an industrial enterprise with a furnace drive electrical complex, the power part of which is made by a semiconductors rectifier - DC motor system. The study was conducted on a model compiled in a visual programming environment. Guided by the calculation formulas recommended by the IEEE 1459–2010 standard for determining of active and reactive power components, the corresponding measuring subsystem was introduced into the model. A number of experiments were carried out under the condition of control angle changing a semiconductors converter. The values of the fundamental and higher harmonics in active and reactive power are determined. It has been established that the reactive power of higher harmonics generated by a controlled semiconductors converter is transmitted through a step-down transformer without changes. The proposed procedure of separating the higher harmonics active and reactive power is rational to apply in the electric energy technical accounting systems an industrial enterprises.
对某工业企业加热炉驱动电气系统的车间用电情况进行了研究,该系统的动力部分由半导体整流-直流电机系统构成。该研究是在可视化编程环境中编译的模型上进行的。根据IEEE 1459-2010有功、无功分量测定标准推荐的计算公式,在模型中引入相应的测量子系统。在控制角改变的条件下,对半导体变换器进行了实验研究。确定了有功功率和无功功率中基次谐波和高次谐波的取值。研究了可控半导体变换器产生的高次谐波无功功率通过降压变压器无变化传输。提出的高次有功与无功分离的方法适用于工业企业的电能技术核算系统是合理的。
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引用次数: 0
Research of Methods of Identifying the Computer Systems State based on Bagging Classifiers 基于Bagging分类器的计算机系统状态识别方法研究
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916439
S. Gavrylenko, Oleksii Hornostal, V. Chelak
Peculiarities of constructing ensemble bagging classifiers for identifying the state of a computer system under conditions of noisy data are studied. Decision trees and multilayer perceptron were used as basic classifiers. It was found that the accuracy of the bagging algorithm with decision trees as basic classifiers with standard settings ranges from 84.4% to 88.7%. The use of Bootstrap algorithms for the formation of data samples: Pasting, Bootstrapping, Random Subspace, Random Patches Ensemble and the selection of the number of basic classifiers in the ensemble made it possible to increase the classification accuracy to 90.2%. The following parameters were added to improve the accuracy of bagging classifiers based on the multilayer perceptron: the algorithm for forming data samples, the number of basic classifiers in the ensemble, the function of optimizing the neural network, the function of activating hidden layer, size of hidden layers. The recommendation was made to choose the value of the analyzed parameters for the creation of bagging ensembles with multilayer perceptrons, which made it possible to increase the accuracy of computer system identification up to 92.2%. The obtained results have further practical significance and can be used in improving the methods of identifying the state of computer systems.
研究了在噪声数据条件下,构造用于识别计算机系统状态的集成bagging分类器的特点。采用决策树和多层感知器作为基本分类器。结果表明,以决策树为基本分类器的bagging算法在标准设置下的准确率为84.4% ~ 88.7%。使用Bootstrap算法形成数据样本:paste、Bootstrapping、Random Subspace、Random Patches Ensemble以及集合中基本分类器数量的选择,使分类准确率提高到90.2%。为了提高基于多层感知器的bagging分类器的准确率,我们增加了以下参数:数据样本的形成算法、集合中基本分类器的个数、优化神经网络的功能、激活隐藏层的功能、隐藏层的大小。建议选择分析参数的值来创建多层感知器的装袋集合,这使得计算机系统识别的准确率可以提高到92.2%。所得结果具有进一步的实际意义,可用于改进计算机系统状态识别方法。
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引用次数: 1
Comparative Analysis of New Methods for Defect Type Recognition by Dissolved Gas Analysis 溶解气体分析缺陷类型识别新方法的比较分析
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916319
O. Shutenko, O. Kulyk
The article deals with the authors' most recent methods of defect type recognition based on the results of dissolved gas analysis. The analysis of diagnostic criteria used by these methods for defect type recognition is performed. The results of comparative analysis of reliability of defect recognition of different types with the considered methods are given. It is found that recognition reliability for all analysed methods is approximately at the same level, but there are differences in recognition reliability of different methods in relation to defects of different types.
本文介绍了基于溶解气体分析结果的缺陷类型识别的最新方法。对这些方法用于缺陷类型识别的诊断标准进行了分析。给出了不同类型缺陷识别方法的可靠性对比分析结果。结果表明,各分析方法的识别信度基本处于同一水平,但对于不同类型的缺陷,不同方法的识别信度存在差异。
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引用次数: 1
Aspects of the design of the electromagnetic transducer for diagnosing machinery elements 机械元件诊断用电磁换能器的设计
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916376
B. Gorkunov, Y. Borysenko, S. Lvov, I. Chahine, N. Pavlova
In the article the authors consider the electromagnetic transducer for multiparameter non-destructive testing of metal cylinders. The publications review shows that the task of monitoring the stress-strain state of cylindrical metal elements of machinery is relevant. The detection of such a state is carried out by measuring the electrophysical parameters of these cylinders. It is shown that these parameters are arguments of the functions of the magnetic flux density vector components, which are considered in a 2D cylindrical coordinate system. A distribution of the tangential and radial components of the electromagnetic field in the space surrounding the tested object is obtained. The zones of the non-informative output signal of the measuring coils are determined for the case of their placement on a circle of a fixed radius. Such zones are also defined when normalized signals are used.
本文研究了用于金属圆筒多参数无损检测的电磁换能器。文献综述表明,监测机械圆柱形金属元件的应力-应变状态是有意义的。这种状态的检测是通过测量这些气缸的电物理参数来进行的。结果表明,这些参数是二维柱坐标系中磁通密度矢量分量函数的参数。得到了电磁场的切向分量和径向分量在被测物体周围空间中的分布。测量线圈的非信息输出信号的区域是在它们放置在一个固定半径的圆上的情况下确定的。当使用规范化信号时,也定义了这样的区域。
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引用次数: 1
Aeroelastic Flutter Oscilations of Distributed Systems 分布式系统的气动弹性颤振
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916499
S. Dovgyi, O. Trofymchuk, O. Lebid, I. Kaliukh, V. Berchun, Y. Berchun
Vertical bladeless wind turbine looks like a huge baseball bat fixed on a handle and swaying in the wind. The vortices are created in this flow at the back of the body and periodically are separated from either side of the body. This effect is called Von Kármán vortex street. It is destructive for civil structures. The Vortex Bladeless engineers decided to make use of this destructive effect. Vertical bladeless wind turbine starts to oscillate at the lower speeds of the wind. It is possible to locate stations much closer to each other. The turbines of the classical design with a dense arrangement do not receive enough wind flow, but this bladeless generator only benefits from a dense placement as its oscillatory effect is amplified by the vortices from the generators ahead. Also, it produces almost no harmful noise, it is safe for birds and doesn't close the horizon. The reasons and the set of parameters leading to aeroelastic flutter oscillations in distributed systems (DS) are investigated. The instability is caused by the combined influence of three factors: the disturbances drift along the DS in the flow, the bending stiffness, and the influence of an inertial force, which is a distributed load moving along the DS. The described mathematical concept and numerical algorithm, as well as the achieved results can be used to design and optimize the bladeless wind turbines operation modes.
垂直无叶片风力涡轮机看起来像一个固定在手柄上的巨大棒球棒,在风中摇摆。漩涡在身体后部的气流中产生,并周期性地从身体两侧分离。这种效应被称为冯Kármán涡旋街。它对民用建筑具有破坏性。无旋涡叶片的工程师们决定利用这种破坏性效果。垂直无叶片风力涡轮机在较低的风速下开始振荡。有可能在彼此更近的地方定位车站。经典设计的密集布局的涡轮机无法获得足够的气流,但这种无叶片发电机只受益于密集的布局,因为它的振荡效应被前方发电机的涡流放大了。此外,它几乎不会产生有害的噪音,对鸟类是安全的,也不会关闭地平线。研究了引起分布式系统气动弹性颤振的原因和参数集。不稳定性是由三个因素的综合影响引起的:流动中沿DS漂移的扰动、弯曲刚度和沿DS移动的分布载荷惯性力的影响。所描述的数学概念和数值算法以及所取得的结果可用于无叶片风力机运行模式的设计和优化。
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引用次数: 0
Control of Electrical Conductivity of Bimetal by Joint Plastic Deformation and Heat Treatment 结合塑性变形和热处理控制双金属导电性能
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916338
T. Haikova, V. Puzyr, D. Kovalchuk, Denys Havrylov, Roman Haikov, Anna Haikova
It is shown that metals and alloy binary systems are widely used in technology due to the uniqueness of their mechanical, physical and chemical properties. Anisotropy of mechanical and electrical properties, which is due to cold plastic deformation, is not unimportant. Binary systems use is not limited to the mechanical engineering industry but also finds application in electrical engineering, automobile, aircraft, and rocket production. In this case, many parts are obtained by metal forming methods, which are characterized by ultimate plastic strain, heating, and hardening. Therefore, to predict the quality of products made of bimetallic compositions, it is necessary to be able to control the stress and deformation fields in the form alteration process. This is achieved by analyzing the component's initial mechanical properties, threshold deformation, anisotropy, hardness, and plasticity, and electrical conductivity. Based on this information, it is possible to find the system deformation regularities in which there is an inextricable layer connection. It is shown that as a result of the binary system deformation, the soft layer deformation becomes more difficult, and the hard layer deformation is facilitated, which leads to the convergence of the soft and hard layers deformation, and, consequently, to a decrease in the uneven bimetal deformation. This circumstance affects the electrical resistance of the bimetal and leads to anisotropy of electrical conductivity, which consequently contributes to an increase in heat losses due to eddy currents in electrical grids and devices.
研究表明,金属和合金二元体系由于其机械、物理和化学性质的独特性,在技术上得到了广泛的应用。力学和电性能的各向异性,这是由于冷塑性变形,并不是不重要的。二进制系统的使用不仅限于机械工程行业,而且在电气工程、汽车、飞机和火箭生产中也有应用。在这种情况下,许多零件是通过金属成形方法获得的,其特点是极限塑性应变,加热和硬化。因此,为了预测双金属成分制品的质量,必须能够控制变形过程中的应力场和变形场。这是通过分析构件的初始力学性能、阈值变形、各向异性、硬度、塑性和电导率来实现的。根据这些信息,可以发现存在不可分割的层连接的系统变形规律。结果表明,二元体系的变形使软层变形变得更加困难,而有利于硬层变形,从而使软硬层变形收敛,从而减少了不均匀的双金属变形。这种情况会影响双金属的电阻,导致电导率的各向异性,从而导致电网和设备中涡流引起的热损失增加。
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引用次数: 0
Heat Balance Model for PV/T Systems PV/T系统热平衡模型
Pub Date : 2022-10-03 DOI: 10.1109/KhPIWeek57572.2022.9916399
K. Minakova, R. Zaitsev, M. Kirichenko, B. Vorobiov
In paper, solar collectors and thermophotoelectric systems (PV/T) are considered, which are one of the most promising systems for instilling energy. Electricity, which is vibrated by photovoltaic panels, has a great potential, but there may be technological shortcomings, which do not give maximum efficiency. The meta of our research is the development of a universal model of heat exchange processes for optimizing the design features of PV/T systems at the stages of design and variability, which allows us to increase the term of service of such systems and increase their efficiency. The expanded model allows you to change more practical parameters for two coordinates of a flat collector, such as to change the consumption of thermal energy, thermal support of the absorber plate, heat exchange, operating temperature, etc. The results of the model investigations correlate with the experimental data. On the basis of the proposed model, a software product for the model-bath of PV/T systems was developed and tested on the experimental results of those ready-to-wear PV/T systems. In the course of carrying out the expansions, depending on the basic parameters, the heating of heat was removed when one segment of the collector was passed by approximately 1.5 °C. The designated in-crease in temperature is reached at a heat transfer rate of 0.6 m/s, which is to achieve a great rate. The most optimal will be the heating of heat when passing through the collector by 5 °C, which will allow to re-duce the speed of heat transfer to 0.2 m/s and significantly reduce the amount of electricity consumed by the pump. The variation of the expanded model allows to implement a wide range of optimization tasks at the stages of designing and optimizing solar collectors and PV/T systems, to take the optimal design parame-ters to achieve the greatest efficiency and minimum occupancy.
本文考虑了太阳能集热器和热光电系统(PV/T),这是最有前途的能量注入系统之一。由光伏板振动产生的电能具有巨大的潜力,但可能存在技术缺陷,无法提供最大的效率。我们研究的元是开发一种通用的热交换过程模型,用于优化PV/T系统在设计和变异性阶段的设计特征,这使我们能够增加此类系统的服务期限并提高其效率。扩展后的模型允许您对平面集热器的两个坐标进行更实用的参数更改,例如更改热能消耗、吸收板热支撑、热交换、工作温度等。模型研究的结果与实验数据相吻合。在该模型的基础上,开发了PV/T系统模型浴软件产品,并对这些成衣PV/T系统的实验结果进行了测试。在进行膨胀过程中,根据基本参数,当集热器的一个部分通过约1.5°C时,热量的加热被去除。在传热速率为0.6 m/s的情况下,达到指定的温度升高,这是一个很大的速率。最理想的将是在通过集热器时加热5°C的热量,这将允许将传热速度降低到0.2 m/s,并显着减少泵消耗的电量。扩展模型的变化允许在设计和优化太阳能集热器和PV/T系统的阶段实施广泛的优化任务,采取最优的设计参数,以实现最大的效率和最小的占用。
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引用次数: 0
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2022 IEEE 3rd KhPI Week on Advanced Technology (KhPIWeek)
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