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Refining the physical description of charge trapping and detrapping in a transport model for dielectrics using an optimization algorithm 使用优化算法改进介电体输运模型中电荷捕获和去捕获的物理描述
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-11-14 DOI: 10.1108/compel-04-2023-0143
Khaled Hallak, Fulbert Baudoin, Virginie Griseri, Florian Bugarin, Stephane Segonds, Severine Le Roy, Gilbert Teyssedre
Purpose The purpose of this paper is to optimize and improve a bipolar charge transport (BCT) model used to simulate charge dynamics in insulating polymer materials, specifically low-density polyethylene (LDPE). Design/methodology/approach An optimization algorithm is applied to optimize the BCT model by comparing the model outputs with experimental data obtained using two kinds of measurements: space charge distribution using the pulsed electroacoustic (PEA) method and current measurements in nonstationary conditions. Findings The study provides an optimal set of parameters that offers a good correlation between model outputs and several experiments conducted under varying applied fields. The study evaluates the quantity of charges remaining inside the dielectric even after 24 h of short circuit. Moreover, the effects of increasing the electric field on charge trapping and detrapping rates are addressed. Research limitations/implications This study only examined experiments with different applied electric fields, and thus the obtained parameters may not suit the experimental outputs if the experimental temperature varies. Further improvement may be achieved by introducing additional experiments or another source of measurements. Originality/value This work provides a unique set of optimal parameters that best match both current and charge density measurements for a BCT model in LDPE and demonstrates the use of trust region reflective algorithm for parameter optimization. The study also attempts to evaluate the equations used to describe charge trapping and detrapping phenomena, providing a deeper understanding of the physics behind the model.
本文的目的是优化和改进用于模拟绝缘聚合物材料,特别是低密度聚乙烯(LDPE)中的电荷动力学的双极电荷输运(BCT)模型。设计/方法/方法采用一种优化算法,通过将模型输出与脉冲电声(PEA)方法的空间电荷分布和非平稳条件下的电流测量两种测量方法获得的实验数据进行比较,对BCT模型进行优化。该研究提供了一组最优参数,使模型输出与在不同应用领域进行的若干实验之间具有良好的相关性。该研究评估了即使在短路24小时后介电介质内剩余的电荷量。此外,还讨论了增加电场对电荷捕获率和电荷脱除率的影响。本研究只考察了不同外加电场的实验,当实验温度发生变化时,所得参数可能与实验结果不相符。进一步的改进可以通过引入额外的实验或其他测量源来实现。这项工作为LDPE中的BCT模型提供了一组最适合电流和电荷密度测量的独特最佳参数,并演示了使用信任域反射算法进行参数优化。该研究还试图评估用于描述电荷捕获和脱陷现象的方程,从而对模型背后的物理原理有更深的理解。
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引用次数: 0
Asymmetric air gap fault detection in linear permanent magnet Vernier machines 线性永磁游标机的非对称气隙故障检测
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-11-09 DOI: 10.1108/compel-12-2022-0443
Mohammadhossein Arianborna, Jawad Faiz, Mehrage Ghods, Amirhossein Erfani-Nik
Purpose The aim of this paper is to introduce an accurate asymmetric fault index for the diagnosis of the faulty linear permanent magnet Vernier machine (LPMVM). Design/methodology/approach Three-dimensional finite element method is applied to model the LPMVM. The geometrical and physical properties of the machine, the effect of stator and translator teeth, magnetic saturation of core and nonuniform air gap due to asymmetric fault are taken into account in the simulation. The air gap asymmetric fault is proposed. This analytical method estimates the air gap flux density of an LPMVM. Findings This paper presents an analytical method to predict the performance of a healthy and faulty LPMVM. The introduced index is based on the frequency patterns of the stator current. Besides, the robustness of the index in different loads and fault severity is addressed. Originality/value Introducing index for air gap asymmetry fault diagnosis of LPMVM.
目的为线性永磁游标机(LPMVM)的故障诊断引入一种准确的非对称故障指标。设计/方法/方法采用三维有限元法对LPMVM进行建模。仿真考虑了电机的几何和物理特性、定子和平移齿的影响、铁心磁饱和和非对称故障引起的不均匀气隙等因素。提出了气隙不对称故障。这种分析方法估计了LPMVM的气隙磁通密度。本文提出了一种预测健康和故障LPMVM性能的分析方法。引入的指标是基于定子电流的频率模式。此外,还研究了该指标在不同负荷和故障严重程度下的鲁棒性。引入LPMVM气隙不对称故障诊断指标。
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引用次数: 0
Development and comparison of double-stator memory machines with parallel hybrid magnets 并联混合磁体双定子存储机的研制与比较
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-11-03 DOI: 10.1108/compel-04-2023-0168
Cheng Peng, He Cheng, Tong Zhang, Jing Wu, Fandi Lin, Jinglong Chu
Purpose This paper aims to further develop stator permanent magnet (PM) type memory machines by providing generalized design guidelines for double-stator memory machines (DSMMs) with hybrid PMs. This paper discusses the design experience of DSMMs and presents a comparative study of radial magnetization (RM) and circumferential magnetization (CM) types. Design/methodology/approach It begins with an introduction to RM and CM operating principles and magnetization mechanisms. Then, a comparative study is conducted for one of the RM-DSMM rotor pole pairs, inner and outer stator clamping angles and low coercive force PMs thickness. Finally, the two machines’ finite element simulation performance is compared. The validity of the proposed machine structure is demonstrated. Findings In this paper, the double-stator structure is extended to parallel hybrid PM memory machines, and two novel DSMMs with RM and CM configurations are proposed. Two types of DSMMs have PMs and magnetizing windings on the inner stator and armature windings on the outer stator. The main difference between the two is the arrangement of PMs on the inner stator. Originality/value Conventional stator PM memory machines have geometrical space conflicts between the PM and armature windings. The proposed double-stator structure can alleviate these conflicts and increase the torque density accordingly. In addition, this paper contributes to comparing the arrangement of hybrid PMs for DSMMs.
目的通过对混合永磁双定子存储机的设计指导,进一步发展定子永磁型存储机。本文讨论了dsmm的设计经验,并对径向磁化(RM)和周向磁化(CM)两种磁化方式进行了比较研究。设计/方法/方法首先介绍RM和CM的工作原理和磁化机制。然后,对其中一种转子极对、内外定子夹持角和低矫顽力永磁转子厚度进行了对比研究。最后,对两种机器的有限元仿真性能进行了比较。验证了所提出的机器结构的有效性。本文将双定子结构扩展到并联混合永磁存储机中,提出了两种具有RM和CM结构的新型永磁存储机。两种类型的dsmm内定子上有pm和磁化绕组,外定子上有电枢绕组。两者之间的主要区别在于内部定子上的pm安排。传统的定子永磁记忆电机存在永磁绕组与电枢绕组之间的几何空间冲突。所提出的双定子结构可以缓解这些冲突,从而提高转矩密度。此外,本文还有助于比较dsmm中混合pm的排列方式。
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引用次数: 0
Micromagnetics and multiscale hysteresis simulations of permanent magnets 永磁体的微磁学和多尺度磁滞模拟
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-11-02 DOI: 10.1108/compel-12-2022-0424
Yangyiwei Yang, Patrick Kühn, Mozhdeh Fathidoost, Bai-Xiang Xu
Purpose Confronting the unveiled sophisticated structural and physical characteristics of permanent magnets, notably the samarium–cobalt (Sm-Co) alloy, This work aims to introduce a simulation scheme that can link physics-based micromagnetics on the nanostructures and magnetostatic homogenization on the mesoscale polycrystalline structures. Design/methodology/approach The simulation scheme is arranged in a multiscale fashion. The magnetization behaviors on the nanostructures examined with various orientations are surrogated as the micromagnetic-informed hysterons. The hysteresis behavior of the mesoscale polycrystalline structures with micromagnetic-informed hysterons is then evaluated by computational magnetostatic homogenization. Findings The micromagnetic-informed hysterons can emulate the magnetization reversal of the parameterized Sm-Co nanostructures as the local hysteresis behavior on the mesostructures. The simulation results of the mesoscale polycrystal demonstrate that the demagnetization process starts from the grain with the largest orientation angle (a) and then propagates to the surrounding grains. Research limitations/implications The presented scheme depicts the demand for integrating data-driven methods, as the parameters of the surrogate hysteron intrinsically depend on the nanostructure and its orientation. Further hysteron parameters that help the surrogate hysteron emulate the micromagnetic-simulated magnetization reversal should be examined. Originality/value This work provides a novel multiscale scheme for simulating the polycrystalline permanent magnets’ hysteresis while recapitulating the nanoscale mechanisms, such as the nucleation of domains, and domain wall migration and pinning. This scheme can be further extended to simulate the part-level hysteresis considering the mesoscale features.
针对永磁体,特别是钐钴合金复杂的结构和物理特性,本研究旨在提出一种将纳米结构的物理微磁性和中尺度多晶结构的静磁均匀化联系起来的模拟方案。设计/方法/方法模拟方案以多尺度方式安排。不同取向的纳米结构的磁化行为被描述为微磁通知磁滞子。采用计算静磁均匀化方法,对具有微磁通知磁滞子的中尺度多晶结构的磁滞特性进行了评价。发现微磁通知磁滞子可以模拟参数化钐钴纳米结构的磁化反转,作为介观结构上的局部磁滞行为。中尺度多晶的模拟结果表明,退磁过程从取向角最大的晶粒(a)开始,然后传播到周围的晶粒。该方案描述了对集成数据驱动方法的需求,因为替代磁滞子的参数本质上取决于纳米结构及其方向。进一步的滞子参数,帮助代理滞子模拟微磁-模拟磁化反转应检查。本工作提供了一种新的多尺度方案来模拟多晶永磁体的磁滞,同时再现了纳米尺度机制,如畴的成核,畴壁的迁移和钉住。该方案可以进一步扩展到考虑中尺度特征的局部滞回模拟。
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引用次数: 0
Optimization design of insulation structure of multiwinding high-frequency transformer based on response surface method 基于响应面法的多绕组高频变压器绝缘结构优化设计
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-10-23 DOI: 10.1108/compel-08-2022-0295
Bin Chen, Hongxia Cao, Nina Wan
Purpose The purpose of this paper is to study the insulation structure optimization method of multiwinding high-frequency transformer (HFT). Design/methodology/approach This paper takes 100 kW, 10 kHz multiwinding HFT as the research object. First, the distribution of electric field strength within the core window of multiwinding HFT with different winding configurations is simulated by the electrostatic field finite element method. The symmetrical hybrid winding structure with minimum electric field strength is selected as the insulation design. To reduce the electric field strength at the end region of the winding, the electrostatic ring and angle ring are designed based on the response surface method. Findings The optimal results show that the maximum electric field strength can be reduced by 15.4%, and the low voltage stress can be achieved. Originality/value The above research provides guidance and basis for the optimal design of insulation structure of multiwinding HFT.
目的研究多绕组高频变压器(HFT)绝缘结构优化方法。本文以100kw, 10khz多绕组高频高频高频为研究对象。首先,采用静电场有限元法模拟了不同绕组形式的多绕组高频高频铁芯窗内电场强度的分布。采用电场强度最小的对称混合绕组结构作为绝缘设计。为了减小绕组端部的电场强度,基于响应面法设计了静电环和角环。结果优化结果表明,最大电场强度可降低15.4%,并可实现低电压应力。以上研究成果为多绕组高频高频电机绝缘结构的优化设计提供了指导和依据。
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引用次数: 0
Crowding-based multi-objective artificial gorilla troops optimizer for brushless direct current motor design optimization 基于群体的多目标人工大猩猩优化算法的无刷直流电机设计优化
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-10-19 DOI: 10.1108/compel-02-2023-0058
Hadjaissa Bensoltane, Zoubida Belli
Purpose This paper aims to present a novel multi-objective version of the Gorilla Troops optimizer (GTO), based on crowding distance, to achieve the optimal design of a brushless direct current motor. Design/methodology/approach In the proposed algorithm, the crowding distance technique was integrated into the GTO to perform the leader selection and also for the external archive refinement from extra non-dominated solutions. Furthermore, with a view to improving the diversity of non-dominated solutions in the external archive, mutation operator was used. For constrained problems, an efficient strategy was adopted. The proposed algorithm is referred to as CD-MOGTO. Findings To validate the effectiveness of the proposed approach, it was initially tested on three constrained multi-objective problems; thereafter, it was applied to optimize the design variables of brushless direct current motor to concurrently fulfill six inequality constraints, maximize efficiency and minimize total mass. Originality/value The results revealed the high potential of the proposed algorithm over different recognized algorithms in solving constrained multi-objective issues and the brushless direct current motors.
摘要提出了一种基于拥挤距离的多目标大猩猩优化算法(GTO),以实现无刷直流电机的优化设计。在提出的算法中,将拥挤距离技术集成到GTO中进行领导者选择,并从额外的非支配解中进行外部存档细化。此外,为了提高外部档案中非支配解的多样性,采用了变异算子。对于约束问题,采用了一种有效的策略。该算法被称为CD-MOGTO。为了验证该方法的有效性,对三个约束多目标问题进行了初步测试;然后,应用该方法对无刷直流电机设计变量进行优化,同时满足6个不等式约束,实现效率最大化和总质量最小化。结果表明,该算法在求解约束多目标问题和无刷直流电机问题方面具有较高的潜力。
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引用次数: 0
GPU-accelerated body-internal electric field exposure simulation using low-frequency magnetic field sampling points 使用低频磁场采样点的gpu加速体-内部电场暴露模拟
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-10-03 DOI: 10.1108/compel-01-2023-0020
Norman Haussmann, Steven Stroka, Benedikt Schmuelling, Markus Clemens
Purpose High resolution simulations of body-internal electric field strengths induced by magneto-quasistatic fields from wireless power transfer systems are computationally expensive. The exposure simulation can be split into two separate simulation steps allowing the calculation of the magnetic flux density distribution, which serves as input into the second simulation step to calculate the body-internal electric fields. In this work, the magnetic flux density is interpolated from in situ measurements in combination with the scalar-potential finite difference scheme to calculate the resulting body-internal field. These calculations are supposed to take less than 5 s to achieve a near real-time visualization of these fields on mobile devices. The purpose of this work is to present an implementation of the simulation on graphics processing units (GPUs), allowing for the calculation of the body-internal field strength in about 3 s. Design/methodology/approach This work uses the co-simulation scalar-potential finite difference scheme to determine the body-internal electric field strength of human models with a voxel resolution of 2 × 2 × 2 mm 3 . The scheme is implemented on GPUs. This simulation scheme requires the magnetic flux density distribution as input, determined from radial basis functions. Findings Using NVIDIA A100 GPUs, the body-internal electric field strength with high-resolution models and 8.9 million degrees of freedom can be determined in about 2.3 s. Originality/value This paper describes in detail the used scheme and its implementation to make use of the computational performance of modern GPUs.
目的无线电力传输系统中准静磁场诱导的人体内部电场强度的高分辨率模拟计算成本很高。暴露模拟可分为两个独立的模拟步骤,允许计算磁通密度分布,作为第二步模拟步骤的输入,以计算体内电场。在这项工作中,磁通密度从现场测量结合标量势有限差分格式插值计算得到的体内场。这些计算应该需要不到5秒的时间才能在移动设备上实现这些领域的近乎实时的可视化。这项工作的目的是在图形处理单元(gpu)上实现模拟,允许在大约3秒内计算身体内部场强。本工作采用联合模拟标势有限差分格式确定人体模型的体素分辨率为2 × 2 × 2 mm 3的体内电场强度。该方案在gpu上实现。该仿真方案要求磁通密度分布作为输入,由径向基函数确定。使用NVIDIA A100 gpu,可以在2.3 s左右的时间内确定高分辨率模型和890万个自由度的人体内部电场强度。本文详细介绍了利用现代图形处理器的计算性能所采用的方案及其实现。
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引用次数: 0
Feasibility study of eigenmode propagation through 2D models of vegetation 植被二维模型特征模态传播的可行性研究
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-29 DOI: 10.1108/compel-01-2023-0024
Oliver Csernyava, Jozsef Pavo, Zsolt Badics
Purpose This study aims to model and investigate low-loss wave-propagation modes across random media. The objective is to achieve better channel properties for applying radio links through random vegetation (e.g. forest) using a beamforming approach. Thus, obtaining the link between the statistical parameters of the media and the channel properties. Design/methodology/approach A beamforming approach is used to obtain low-loss propagation across random media constructed of long cylinders, i.e. a simplified two dimensional (2D) model of agroforests. The statistical properties of the eigenmode radio wave propagation are studied following a Monte Carlo method. An error quantity is defined to represent the robustness of an eigenmode, and it is shown that it follows a known Lognormal statistical distribution, thereby providing a base for further statistical investigations. Findings In this study, it is shown that radio wave propagation eigenmodes exist based on a mathematical model. The algorithm presented can find such modes of propagation that are less affected by the statistical variation of the media than the regular beams used in radio wave communication techniques. It is illustrated that a sufficiently chosen eigenmode waveform is not significantly perturbed by the natural variation of the tree trunk diameters. Originality/value As a new approach to obtain low-loss propagation in random media at microwave frequencies, the presented mathematical model can calculate scattering-free wave-propagation eigenmodes. A robustness quantity is defined for a specific eigenmode, considering a 2D simplified statistical forest example. This new robustness quantity is useful for performing computationally low-cost optimization problems to find eigenmodes for more complex vegetation models.
本研究旨在模拟和研究随机介质中的低损耗波传播模式。目标是通过波束形成方法实现通过随机植被(例如森林)应用无线电链路的更好的信道特性。从而得到介质的统计参数与信道属性之间的联系。设计/方法/方法采用波束形成方法在由长圆柱体构成的随机介质中获得低损耗传播,即简化的农林复合材料二维(2D)模型。用蒙特卡罗方法研究了本征模无线电波传播的统计特性。定义了一个误差量来表示特征模态的鲁棒性,并证明了它遵循已知的对数正态统计分布,从而为进一步的统计研究提供了基础。研究结果表明,基于数学模型的无线电波传播特征模是存在的。所提出的算法可以找到比无线电波通信技术中使用的规则波束受媒体统计变化影响较小的传播模式。结果表明,充分选择的特征模态波形不会受到树干直径自然变化的显著扰动。该数学模型可以计算无散射波传播特征模,是微波频率下随机介质低损耗传播的新途径。考虑二维简化统计森林实例,定义了特定特征模态的鲁棒性量。这一新的鲁棒性量有助于执行计算成本较低的优化问题,以寻找更复杂的植被模型的特征模态。
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引用次数: 0
Pyrit: A finite element based field simulation software written in Python Pyrit:用Python编写的基于有限元的现场模拟软件
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-28 DOI: 10.1108/compel-01-2023-0013
Jonas Bundschuh, M. Greta Ruppert, Yvonne Späeck-Leigsnering
Purpose The purpose of this paper is to present the freely available finite element simulation software Pyrit . Design/methodology/approach In a first step, the design principles and the objective of the software project are defined. Then, the software’s structure is established: The software is organized in packages for which an overview is given. The structure is based on the typical steps of a simulation workflow, i.e., problem definition, problem-solving and post-processing. State-of-the-art software engineering principles are applied to ensure a high code quality at all times. Finally, the modeling and simulation workflow of Pyrit is demonstrated by three examples. Findings Pyrit is a field simulation software based on the finite element method written in Python to solve coupled systems of partial differential equations. It is designed as a modular software that is easily modifiable and extendable. The framework can, therefore, be adapted to various activities, i.e., research, education and industry collaboration. Research limitations/implications The focus of Pyrit are static and quasistatic electromagnetic problems as well as (coupled) heat conduction problems. It allows for both time domain and frequency domain simulations. Originality/value In research, problem-specific modifications and direct access to the source code of simulation tools are essential. With Pyrit , the authors present a computationally efficient and platform-independent simulation software for various electromagnetic and thermal field problems.
本文的目的是介绍免费的有限元模拟软件Pyrit。设计/方法论/方法第一步,定义软件项目的设计原则和目标。然后,建立了软件的结构:将软件组织在包中,并给出了概述。该结构基于仿真工作流的典型步骤,即问题定义、问题解决和后处理。应用最先进的软件工程原则来确保始终保持高质量的代码。最后,通过三个实例说明了Pyrit的建模和仿真工作流程。Pyrit是用Python编写的基于有限元法求解耦合系统偏微分方程的现场模拟软件。它被设计成一个模块化的软件,易于修改和扩展。因此,该框架可适用于各种活动,即研究、教育和工业合作。Pyrit的研究重点是静态和准静态电磁问题以及(耦合)热传导问题。它允许时域和频域模拟。在研究中,针对特定问题的修改和直接访问模拟工具的源代码是必不可少的。利用Pyrit,作者提出了一种计算效率高且与平台无关的各种电磁场和热场问题的仿真软件。
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引用次数: 2
Modelling stranded wires using homogenization and the Cauer ladder method 用均匀化和Cauer阶梯法模拟绞合线
4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-28 DOI: 10.1108/compel-01-2023-0008
Niels Koester, Franz Pichler, Oszkar Biro
Purpose The purpose of this paper is to introduce a new method to model a stranded wire efficiently in 3D finite element simulations. Design/methodology/approach In this method, the stranded wires are numerically approximated with the Cauer ladder network (CLN) model order reduction method in 2D. This approximates the eddy current effect such as the skin and proximity effect for the whole wire. This is then projected to a mesh which does not include each strand. The 3D fields are efficiently calculated with the CLN method and are projected in the 3D geometry to be used in simulations of electrical components with a current vector potential and a homogenized conductivity at each time step. Findings In applications where the stranded wire geometry is known and does not change, this homogenization approach is an efficient and accurate method, which can be used with any stranded wire configuration, homogenized stranded wire mesh and any input signal dependent on time steps or frequencies. Originality/value In comparison to other methods, this method has no direct frequency dependency, which makes the method usable in the time domain for an arbitrary input signal. The CLN can also be used to interconnected stranded cables arbitrarily in electrical components.
本文的目的是介绍一种在三维有限元模拟中有效地模拟绞合导线的新方法。该方法采用Cauer阶梯网络(CLN)模型降阶法在二维中对绞合导线进行数值逼近。这近似于整个导线的涡流效应,如蒙皮效应和接近效应。然后将其投影到不包括每条线的网格中。使用CLN方法有效地计算了三维场,并将其投影到三维几何结构中,用于在每个时间步长具有电流矢量电位和均匀电导率的电子元件的模拟。在绞线几何形状已知且不会改变的应用中,这种均质化方法是一种高效且准确的方法,可用于任何绞线配置、均质化的绞线网以及依赖于时间步长或频率的任何输入信号。与其他方法相比,该方法不具有直接的频率依赖性,这使得该方法可以用于任意输入信号的时域。CLN也可用于在电气元件中任意连接绞合电缆。
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引用次数: 0
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Compel-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering
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