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Numerical benchmarks for topology optimization of structures with stress constraints 具有应力约束的结构拓扑优化的数值基准
4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/bpasts.2021.139317
© 2021 The Author(s). This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). Abstract. Modern industry requires an increasing level of efficiency in a lightweight design. To achieve these objectives, easy-to-apply numerical tests can help in finding the best method of topological optimization for practical industrial applications. In this paper, several numerical benchmarks are proposed. The numerical benchmarks facilitate qualitative comparison with analytical examples and quantitative comparison with the presented numerical solutions. Moreover, an example of a comparison of two optimization algorithms was performed. That was a commonly used SIMP algorithm and a new version of the CCSA hybrid algorithm of topology optimization. The numerical benchmarks were done for stress constraints and a few material models used in additive manufacturing.
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引用次数: 1
Structure and properties of suction-cast Pr-(Fe, Co)-(Zr, Nb)-B rod magnets 吸铸Pr-(Fe, Co)-(Zr, Nb)- b棒状磁体的结构与性能
4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/bpasts.2021.138971
GFA of the alloy [5‒7]. Furthermore, doping with Zr and Nb causes the microstructure refinement of the RE-Fe-B magnets and, thus, can enhance the magnetic properties of the annealed specimens [8‒10]. As was reported in [7], the appropriate setting of the composition for the Fe67Co9.4Nd3.1Dy0.5B20 alloy led to an improvement of the GFA that allowed processing of the fully glassy rods with diameters up to 0.5 mm. A further change of composition and addition of Zr facilitated casting 1-mm diameter amorphous rods and up to 3-mm outer diameter tubes for the Fe61Co13.5Zr1Pr3.5Dy1B20 alloy [11]. However, a small amount of RE elements in the chemical composition caused the formation of a relatively low fraction of the RE2Fe14B phase. For this reason, such magnets reveal rather moderate magnetic parameters [12]. We have shown in our previous studies on rapidly solidified plates of various thicknesses produced for Pr9Fe50 + xCo13Zr1Nb4B23 – x (x = 0, 2, 5, 8) alloys that boron content greatly influences the GFA. In the case of the Pr9Fe50Co13Zr1Nb4B23 alloy, the 0.5-mm thick plates were fully amorphous while 1-mm plates were slightly crystalline and only one very low-intensity diffraction peak was detected [6, 13]. However, for alloys of lower B content, the suction cast plates were all crystalline in as-cast state. Furthermore, the critical cooling rate attainable for specific production equipment depends on the sample geometry [14]. The changes in the microstructure and magnetic properties with the sample shape were shown for the Pr9Fe52Co13Zr1Nb4B21 alloy [15]. The aim of the present work was to study the influence of the Fe to B ratio on the GFA as well as on the phase constitution, microstructure, and magnetic properties of the 1-mm diameter rods of Pr9Fe50 + xCo13Zr1Nb4B23 – x (x = 0, 5, 8) alloys in the as-cast state and those subjected to annealing. Preliminary analysis of magnetic parameters has shown that optimal magnetic
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引用次数: 1
The pointwise completeness and the pointwise degeneracy of fractional descriptor discrete-time linear systems 分数阶广义离散线性系统的点完备性和点退化性
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPASTS.2019.130891
T. Kaczorek
The Drazin inverse of matrices is applied to analysis of the pointwise completeness and of the pointwise degeneracy of the fractional descriptor linear discrete-time systems. Necessary and sufficient conditions for the pointwise completeness and the pointwise degeneracy of the fractional descriptor linear discrete-time systems are established. It is shown that every fractional descriptor linear discrete-time systems is not pointwise complete and it is pointwise degenerated in one step (for i = 1).
将矩阵的Drazin逆应用于分数阶广义线性离散系统的点完备性和点退化性分析。建立了分数阶广义线性离散系统的点完备性和点退化性的充分必要条件。证明了每一个分数阶广义线性离散系统都不是点完全的,它是在一步中点退化的(对于i = 1)。
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引用次数: 2
Super-resolution reconstruction of face images based on pre-amplification non-negative restricted neighborhood embedding 基于预放大非负约束邻域嵌入的人脸图像超分辨率重建
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/bpas.2018.125937
Xin Yang, D. Liu, Dake Zhou, S. Fei
Bull. Pol. Ac.: Tech. 66(6) 2018 Abstract. The traditional super-resolution (SR) reconstruction algorithm based on neighborhood embedding preserves the local geometric structure of image block manifold to reconstruct high-resolution (HR) manifold. However, when the magnification is large, the low resolution (LR) image is seriously degraded and most of the information is lost after down-sampling. The neighborhood relation of the LR manifold can not reflect the inherent data structure. In order to solve the problem effectively, we propose a face image SR algorithm based on pre-amplification non-negative restricted neighborhood embedding. In the training phase, the LR image is pre-amplified so that there are more similar manifold structures between the HR and LR resolution images. The constraints of the reconstructed coefficients are loosened and the HR image blocks are iteratively updated to obtain the reconstructed weights. The experimental results show that the proposed method has a better reconstruction effect compared with some traditional learning algorithms.
公牛。波尔。通信技术,66(6)2018传统的基于邻域嵌入的超分辨率重构算法通过保留图像块流形的局部几何结构来重构高分辨率流形。然而,当放大倍率较大时,低分辨率(LR)图像会严重退化,下采样后大部分信息丢失。LR流形的邻域关系不能反映其固有的数据结构。为了有效地解决这一问题,提出了一种基于预放大非负约束邻域嵌入的人脸图像SR算法。在训练阶段,对LR图像进行预放大,使HR和LR分辨率图像之间有更多相似的流形结构。该方法解除重构系数的约束,迭代更新HR图像块,得到重构权重。实验结果表明,与传统的学习算法相比,该方法具有更好的重建效果。
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引用次数: 3
Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation 以基于质量的分类器优化加强COVID-19症状筛查
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/bpasts.2021.137349
M. Kozielski, J. Henzel, J. Tobiasz, A. Gruca, P. Foszner, J. Żyła, M. Bach, A. Werner, J. Jaroszewicz, J. Polańska, M. Sikora
Efforts of the scientific community led to the development of multiple screening approaches for COVID-19 that rely on machine learning methods. However, there is a lack of works showing how to tune the classification models used for such a task and what the tuning effect is in terms of various classification quality measures. Understanding the impact of classifier tuning on the results obtained will allow the users to apply the provided tools consciously. Therefore, using a given screening test they will be able to choose the threshold value characterising the classifier that gives, for example, an acceptable balance between sensitivity and specificity. The presented work introduces the optimisation approach and the resulting classifiers obtained for various quality threshold assumptions. As a result of the research, an online service was created that makes the obtained models available and enables the verification of various solutions for different threshold values on new data. © 2021 The Author(s).
科学界的努力导致了基于机器学习方法的多种COVID-19筛查方法的发展。然而,缺乏显示如何调优用于此类任务的分类模型的工作,以及就各种分类质量度量而言,调优效果如何。理解分类器调优对获得的结果的影响将允许用户有意识地应用所提供的工具。因此,使用给定的筛选测试,他们将能够选择表征分类器的阈值,例如,在敏感性和特异性之间提供可接受的平衡。提出的工作介绍了优化方法和得到的分类器的各种质量阈值假设。作为研究的结果,创建了一个在线服务,使获得的模型可用,并能够验证新数据上不同阈值的各种解决方案。©2021作者。
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引用次数: 1
Active-controlled two-terminal network implementing a convolution-type immittance operator 实现卷积型阻抗算子的有源控制双端网络
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPASTS.2020.134663
M. Siwczyński, M. Jaraczewski
Commonly known DC-AC switching converters are commonly used in compensator branches. One example of this is a static synchronous compensator (STATCOM). It consists of a voltage source converter (VSC) and acts as an inverter with a capacitor as a DC power source. These compensators use the PWM switching scheme or space vector modulation (SVM) method. Both methods require the desired signal to be generated. In some cases, as during the synthesis of self-excited systems or active energy-compensators, it is necessary to perform the desired branch immittance, e.g. negative capacitance, inductance, resistance or irrational impedance. In such cases, it is necessary to control the universal branch on the basis of a formula. This article presents the implementation method for the convolutional type impedance operators.
通常所知的DC-AC开关变换器通常用于补偿支路。其中一个例子是静态同步补偿器(STATCOM)。它由电压源变换器(VSC)组成,作为逆变器,电容器作为直流电源。这些补偿器采用PWM开关方案或空间矢量调制(SVM)方法。这两种方法都需要生成所需的信号。在某些情况下,如在自激系统或有源能量补偿器的合成过程中,需要执行所需的支路阻抗,例如负电容、电感、电阻或不合理阻抗。在这种情况下,有必要在公式的基础上控制通用分支。本文给出了卷积型阻抗算子的实现方法。
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引用次数: 1
A practical approach to optimal strategies of electricity contracting from Hybrid Power Sources 混合电源电力承包最优策略的实用方法
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPASTS.2020.135377
P. Marchel, J. Paska, K. Pawlak, Krzysztof Zagrajek
Hybrid Power Sources/Systems (HPS) are generally treated as local prosumer supplies. The paper presents a new approach to the strategy of electricity contracting from HPS, considering hybrid systems as a new type of quasi-centrally dispatched power units operating in Polish market conditions. The possibilities of contracting electricity from HPS, consisting of three electricity generation technologies: biogas plant, wind power plant and solar power plant, are presented. The opportunity to obtain additional income from the electricity trading on the balancing market was used. Proposals for a new mathematical description of HPS topology were also presented, including a feasibility function, which can be used for technical and economic analyses. The obtained results can be used as a direction of development in the field of optimization of hybrid source operation in cooperation with the power grid. Based on the conducted analyses, it can be observed that electricity sales contracts concluded for each hour of the day may bring additional profit for the investor. However, the strong dependence of the proposed strategy on the situation on the balancing market or other local electricity markets similar in their operations should be emphasized.
混合电源/系统(HPS)通常被视为本地生产消费电源。本文将混合动力系统作为一种新型的准集中调度发电机组,在波兰的市场条件下,提出了一种新的HPS电力承包策略。介绍了由沼气发电站、风力发电站、太阳能发电站等3种发电技术组成的HPS承包电力的可能性。利用从平衡市场的电力交易中获得额外收入的机会。提出了一种新的HPS拓扑数学描述方法,包括一个可用于技术和经济分析的可行性函数。所得结果可作为混合电源与电网协同运行优化领域的发展方向。通过分析可以看出,每天每小时订立的售电合同可以为投资者带来额外的利润。然而,应该强调的是,拟议的战略对平衡市场或其他类似运作的当地电力市场的情况有很强的依赖性。
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引用次数: 7
Current-fed quasi-Z-source H7 inverter with reduced stress on SiC power devices 减小SiC功率器件应力的准z源电流型H7逆变器
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPASTS.2019.131568
Przemysław Trochimiuk, M. Zdanowski, J. Rąbkowski
. This paper discusses selected problems regarding a high-frequency improved current-fed quasi-Z-source inverter (iCFqZSI) designed and built with SiC power devices. At first, new, modified topology of the impedance network is presented. As the structure is derived from the series connection of two networks, the voltage stress across the SiC diodes and the inductors is reduced by a factor of two. Therefore, the SiC MOSFETs may be switched with frequencies above 100 kHz and volume and weight of the passive components is decreased. Furthermore, additional leg with two SiC MOSFETs working as a bidirectional switch is added to limit the current stress during the short-through states. In order to verify the performance of the proposed solution a 6 kVA laboratory model was designed to connect a 400 V DC source (battery) and a 3 £ 400 V grid. According to presented simulations and experimental results high-frequency iCFqZSI is bidirectional – it may act as an inverter, but also as a rectifier. Performed measurements show correct operation at switching frequency of 100 kHz, high quality of the input and output waveforms is observed. The additional leg increases efficiency by up to 0.6% – peak value is 97.8%.
. 本文讨论了用SiC功率器件设计和制造高频改进型电流型准z源逆变器(iCFqZSI)的选型问题。首先,提出了一种新的改进的阻抗网络拓扑结构。由于该结构来源于两个网络的串联连接,因此SiC二极管和电感之间的电压应力降低了两倍。因此,SiC mosfet可以切换到100 kHz以上的频率,并且减少了无源元件的体积和重量。此外,还增加了两个SiC mosfet作为双向开关的附加支路,以限制短通状态下的电流应力。为了验证所提出的解决方案的性能,设计了一个6千伏安的实验室模型来连接一个400伏的直流电源(电池)和一个3磅400伏的电网。根据所提出的仿真和实验结果,高频iCFqZSI是双向的-它可以作为逆变器,也可以作为整流器。测量结果表明,在100khz的开关频率下工作正确,输入输出波形质量高。额外的腿提高效率高达0.6% -峰值为97.8%。
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引用次数: 0
Global stability of nonlinear feedback systemswith positive descriptor linear parts 具有正广义线性部分的非线性反馈系统的全局稳定性
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPAS.2019.127337
T. Kaczorek
. The global (absolute) stability of nonlinear systems with negative feedbacks and positive descriptor linear parts is addressed. Transfer matrices of positive descriptor linear systems are analyzed. The characteristics u = f ( e ) of the nonlinear parts satisfy the condition k 1 e ∙ f ( e ) ∙ k 2 e for some positive k 1 , k 2 . It is shown that the nonlinear feedback systems are globally asymptotically stable if the Nyquist plots of the positive descriptor linear parts are located in the right-hand side of the circles
. 研究了具有负反馈和正广义线性部分的非线性系统的全局(绝对)稳定性问题。分析了正广义线性系统的转移矩阵。非线性部分的特性u = f (e)满足k 1 e∙f (e)∙k 2 e对某正k 1, k 2的条件。证明了如果正描述子线性部分的Nyquist图位于圆的右侧,则非线性反馈系统是全局渐近稳定的
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引用次数: 3
Missing-data imputation using wearable sensors in heart rate variability 在心率变异性中使用可穿戴传感器的缺失数据输入
IF 1.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-11-06 DOI: 10.24425/BPASTS.2020.133118
A. Tlija, K. Wegrzyn-Wolska, D. Istrate
The objective of this work is to set up a methodology that considers missing data from a connected heartbeat sensor in order to propose a good replacement methodology in the context of heart rate variability (HRV) computation. The framework is a research project, which aims to build a system that can measure stress and other factors influencing the onset and development of heart disease. The research encompasses studying existing methods, and improving them by use of experimental data from case study that describe the participant’s everyday life. We conduct a study to modelize stress from the HRV signal, which is extracted from a heart rate monitor belt connected to a smart watch. This paper describes data recording procedure and data imputation methodology. Missing data is a topic that has been discussed by several authors. The manuscript explains why we choose spline interpolation for data values imputation. We implement a random suppression data procedure and simulate removed data. After that, we implement several algorithms and choose the best one for our case study based on the mean square error.
这项工作的目的是建立一种考虑连接的心跳传感器丢失数据的方法,以便在心率变异性(HRV)计算的背景下提出一种良好的替代方法。该框架是一个研究项目,旨在建立一个系统,可以测量压力和其他因素影响心脏病的发生和发展。这项研究包括研究现有的方法,并通过使用描述参与者日常生活的案例研究的实验数据来改进它们。我们进行了一项研究,通过心率波动信号模拟压力,该信号是从连接到智能手表的心率监测带中提取的。本文描述了数据记录过程和数据输入方法。丢失数据是一个已经被许多作者讨论过的话题。文章解释了为什么我们选择样条插值进行数据值的插补。我们实现了一个随机抑制数据的程序,并模拟了去除的数据。之后,我们实现了几种算法,并根据均方误差为我们的案例研究选择了最好的算法。
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引用次数: 2
期刊
Bulletin of the Polish Academy of Sciences-Technical Sciences
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