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Modeling and Study of Different Magnet Topologies in Rotor of Low Rating IPMSMs 低额定功率 IPMSM 电机转子中不同磁体拓扑结构的建模与研究
Q3 Computer Science Pub Date : 2024-07-16 DOI: 10.3311/ppee.22669
Supriya Naik, Baidyanath Bag, Kandasamy Chandrasekaran
A study and performance analysis of magnet positions in different topology on the surface of rotor in permanent magnet synchronous motors (PMSMs) based on finite element method is observed here. A 3-phase interior PMSM is numerically simulated with ANSYS Maxwell 2018.1. Differently positioned permanent magnets improve the performance of PMSMs. Apart from handling nonlinear equations, FEM is used for simulation. ANSYS is used to analyze PMSM performance under variable conditions. This proposal examines a three-phase, 0.55 kW PMSM at 220 V, 50 Hz. Here rotor topologies of five types, namely, (i) spoke/tangential, (ii) saturable bridge / u-shape, (iii) V-shape, (iv) radial, and (v) segmented bridge permanent magnet rotor are taken for observation. The motive of this study is to analyze the performance of PMSMs in different rotor designs with different magnet positions. All topologies have been modeled and simulated with ANSYS. Each topology is compared in terms of electromagnetic and mechanical parameters. The 2D model is used to model the distribution of magnetic fields and the performance of operating parameters under transient and steady-state conditions. Magnetic flux, and efficiency are heavily influenced by the rotor shape with the volume of magnet. A study of radial force distribution and mechanical stress across rotor surface is also discussed. Motor performance is affected by the design of PMs.
本文基于有限元法对永磁同步电机(PMSM)转子表面不同拓扑结构的磁铁位置进行了研究和性能分析。使用 ANSYS Maxwell 2018.1 对三相内部 PMSM 进行了数值模拟。不同位置的永磁体提高了 PMSM 的性能。除了处理非线性方程,有限元法还用于仿真。ANSYS 用于分析 PMSM 在不同条件下的性能。本提案研究的是 220 V、50 Hz 的三相 0.55 kW PMSM。转子拓扑结构有五种,即 (i) 辐状/切向型、(ii) 可饱和桥式/U 型、(iii) V 型、(iv) 径向和 (v) 分段桥式永磁转子。本研究的目的是分析 PMSM 在不同转子设计和不同磁铁位置下的性能。所有拓扑结构均使用 ANSYS 进行建模和仿真。对每种拓扑结构的电磁和机械参数进行了比较。二维模型用于模拟磁场分布以及瞬态和稳态条件下的运行参数性能。磁通量和效率在很大程度上受转子形状和磁体体积的影响。此外,还讨论了转子表面径向力分布和机械应力的研究。电机性能受永磁体设计的影响。
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引用次数: 0
A Self-adapting Pixel Antenna - Substrate Lens System for Infrared Frequencies 用于红外频率的自适应像素天线 - 基质透镜系统
Q3 Computer Science Pub Date : 2024-07-01 DOI: 10.3311/ppee.36820
Mustafa Shubbar, Balázs Rakos
In this work, we propose a concentrator lens - antenna arrangement, potentially suitable for infrared sensing and energy harvesting rectenna systems. The structure consists of a pixel antenna, self-adapting for the direction of the incident infrared radiation, and a concentrator lens, both optimized for the mid-infrared spectrum. The silicon substrate lens is situated above the pixel antenna, enabling the concentration of the incident light on the antenna; silicon was chosen due to its transparency in the IR spectrum. We examine how various parameters of the lens, in conjunction with the different states of the pixel antenna, affects the performance of the system. The simulations show that the gain of the arrangement increases considerably in correlation with the radius of the lens. The results suggest that the energy conversion efficiency of infrared rectenna systems can be enhanced by several orders of magnitude with the utilization of the proposed arrangement.
在这项工作中,我们提出了一种聚光透镜-天线布置,可能适用于红外传感和能量收集直角天线系统。该结构由一个可根据入射红外辐射方向自适应的像素天线和一个聚光透镜组成,两者均针对中红外光谱进行了优化。硅衬底透镜位于像素天线上方,可将入射光集中到天线上;选择硅衬底透镜是因为它在红外光谱中具有透明度。我们研究了透镜的各种参数与像素天线的不同状态如何影响系统的性能。模拟结果表明,这种排列方式的增益会随着透镜半径的增大而显著增加。结果表明,利用建议的排列方式,红外整流天线系统的能量转换效率可以提高几个数量级。
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引用次数: 0
Improving Reinforcement Learning Exploration by Autoencoders 用自动编码器改进强化学习探索
Q3 Computer Science Pub Date : 2024-07-01 DOI: 10.3311/ppee.36789
Gabor Paczolay, István Harmati
Reinforcement learning is a field with massive potential related to solving engineering problems without field knowledge. However, the problem of exploration and exploitation emerges when one tries to balance a system between the learning phase and proper execution. In this paper, a new method is proposed that utilizes autoencoders to manage the exploration rate in an epsilon-greedy exploration algorithm. The error between the real state and the reconstructed state by the autoencoder becomes the base of the exploration-exploitation rate. The proposed method is then examined in two experiments: one benchmark is the cartpole experiment while the other is a gridworld example created for this paper to examine long-term exploration. Both experiments show results such that the proposed method performs better in these scenarios.
强化学习是一个具有巨大潜力的领域,它可以在没有实地知识的情况下解决工程问题。然而,当人们试图在学习阶段和适当执行之间平衡一个系统时,就会出现探索和利用的问题。本文提出了一种新方法,利用自动编码器来管理ε-贪婪探索算法中的探索率。真实状态与自动编码器重建状态之间的误差成为探索-开发率的基础。然后在两个实验中检验了所提出的方法:一个基准是 cartpole 实验,另一个是为本文创建的网格世界示例,用于检验长期探索。两个实验的结果都表明,所提出的方法在这些场景中表现更佳。
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引用次数: 0
Palmprint Identification Using Dolphin Optimization 利用海豚优化技术识别掌纹
Q3 Computer Science Pub Date : 2024-06-05 DOI: 10.3311/ppee.22767
Sarah A. Mohammed Al-Taie, B. Khaleel
Palm print recognition is a rapidly evolving area in the field of biometrics, providing a high level of security for various applications Advances in scanning technology and software have led to faster and more accurate palm print analysis, we have proposed in this paper a system for palm recognition using the Dolphin Optimization Algorithm (DOA) as a computational technique inspired by nature aimed at solving complex improvement problems. We reduced the number of image features using the Histograms of oriented gradients (HOG) algorithm, we named this method as (DOA) and we also proposed a hybrid method by integrating the DOA algorithm with the Support Vector Machine (SVM) model to improve prediction accuracy by combining DSA's ability to search for global optimal solutions with the effective classification capabilities of SVM, this allows The hybrid approach creates a robust and the proposed hybrid method was named (SVM-DOA), and we also proposed a hybrid method by integrating the DOA algorithm with fuzzy c – mean (FCM) and we named the proposed hybrid method (DOA-fuzzy membership), we verified the validity of the proposed method on public database images of palm print. experiment show that the average accuracy rate of the dolphin swarm algorithm (DSO) is (96.8%), while the average accuracy rate of the proposed hybrid algorithm (DSO-SVM) is (97.8%), and the average accuracy of the proposed hybrid algorithm (DSO-fuzzy membership) is (98.1%).
手掌指纹识别是生物识别领域中发展迅速的一个领域,为各种应用提供了高水平的安全性。扫描技术和软件的进步使得手掌指纹分析变得更快、更准确,我们在本文中提出了一种使用海豚优化算法(DOA)的手掌识别系统,这是一种受自然启发的计算技术,旨在解决复杂的改进问题。我们使用定向梯度直方图(HOG)算法减少了图像特征的数量,并将这种方法命名为(DOA)。我们还提出了一种混合方法,将 DOA 算法与支持向量机(SVM)模型相结合,通过将 DSA 搜索全局最优解的能力与 SVM 的有效分类能力相结合来提高预测精度、我们还提出了一种将 DOA 算法与模糊均值(FCM)相结合的混合方法,并将所提出的混合方法命名为(DOA-模糊成员法),我们在公共数据库的掌纹图像上验证了所提出方法的有效性。实验表明,海豚群算法(DSO)的平均准确率为(96.8%),而所提出的混合算法(DSO-SVM)的平均准确率为(97.8%),所提出的混合算法(DSO-模糊成员法)的平均准确率为(98.1%)。
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引用次数: 0
Parasitic Loaded Shorting Pin Based Compact Multi-slot LoRa Antenna for Military Application 基于寄生负载短路引脚的紧凑型多插槽 LoRa 天线用于军事应用
Q3 Computer Science Pub Date : 2024-05-24 DOI: 10.3311/ppee.23472
Reeta Devi, Pranjal Borah, Santosh Kumar Prasad
In this paper, work on a compact multi-slot patch antenna with a parasitic load and shorting-pin has been presented for its use in long range (LoRa) defense applications. Initially the antenna is designed and simulated using HFSS and a parametric study has been carried out for achieving an optimized antenna configuration. This is followed by the fabrication of antenna prototype based on the optimal performances obtained from the simulated results. Further, the return loss along with free space co-polar and cross-polar radiation pattern measurements has been carried out for the fabricated antenna. The experimental results show a good comparison with that of the simulated one. The proposed antenna resonates at an operating frequency of 866 MHz, providing a -10 dB bandwidth from 856 MHz-877 MHz, which covers the wireless standard used for LoRa technology. Finally, a comparative analysis of the proposed antenna with the recently reported works is presented.
本文介绍了一种带有寄生负载和短路针的紧凑型多槽贴片天线,用于远距离(LoRa)防御应用。首先使用 HFSS 对天线进行了设计和仿真,并开展了参数研究,以优化天线配置。随后,根据模拟结果获得的最佳性能制作天线原型。此外,还对制造的天线进行了回波损耗以及自由空间同极性和跨极性辐射模式测量。实验结果与模拟结果对比良好。拟议的天线谐振在 866 MHz 的工作频率上,提供了 856 MHz-877 MHz 的 -10 dB 带宽,涵盖了 LoRa 技术使用的无线标准。最后,还对所提出的天线与近期报道的作品进行了对比分析。
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引用次数: 0
Voltage Error Estimation-Based Fault Diagnosis Method for Three- phase PWM-inverter in Grid-connected Photovoltaic Power System Without any Over-rating 基于电压误差估计的并网光伏发电系统三相 PWM 逆变器无过评故障诊断方法
Q3 Computer Science Pub Date : 2024-05-09 DOI: 10.3311/ppee.23416
Atallah Ouai, L. Mokrani, M. Machmoum, A. Houari
Inverter is an essential component of a grid connected PV system. In fact, an open-switch fault in this power converter could result an important system malfunction and consequently leads to system disconnection. In this context, this paper focuses on the fault-tolerant control of PWM-inverter with redundancy leg for grid-connected PV system. In addition, a fast method of fault detection and compensation is used to maintain the continuous operation of the converter when there is a half-leg open-circuit fault (IGBT+ anti-parallel diode) on one of PWM-inverter legs. Therefore, it can detect this type of fault and compensate it in less than 50 μs by using a time criterion instead of voltage criterion. Also, the fuzzy logic technique is employed to control the active and reactive power injected into the network without exceeding the whole system power capacity limits. Note that, in this study, the active and reactive power references of the chosen operating point (the reactive-to-active power ratio: tgφ = Q/P = 0.19) are based on experimental tests. Simulation results show the feasibility and the effectiveness of the proposed fault diagnosis method in terms of fault detection and service continuity in presence of a half-leg open-circuit fault in PWM-inverter without any over-rating of the PV system components or instability.
逆变器是并网光伏系统的重要组成部分。事实上,如果该功率转换器出现开关断开故障,就会导致重要的系统故障,进而导致系统断电。在此背景下,本文重点研究了并网光伏系统中带有冗余支路的 PWM 逆变器的容错控制。此外,本文还采用了一种快速故障检测和补偿方法,以便在 PWM 逆变器的一条腿出现半腿开路故障(IGBT+ 反并联二极管)时,保持逆变器的连续运行。因此,它可以检测到这类故障,并通过使用时间准则而不是电压准则,在不到 50 μs 的时间内对其进行补偿。此外,还采用了模糊逻辑技术来控制注入电网的有功功率和无功功率,而不会超出整个系统的功率容量限制。需要注意的是,在本研究中,所选运行点的有功和无功功率参考值(无功功率与有功功率之比:tgφ = Q/P = 0.19)是根据实验测试得出的。仿真结果表明,在 PWM 逆变器出现半脚开路故障时,所提出的故障诊断方法在故障检测和服务连续性方面具有可行性和有效性,且不会导致光伏系统组件过载或不稳定。
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引用次数: 0
Enhancing Battery Capacity Estimation Accuracy through the Neural Network Algorithm 通过神经网络算法提高电池容量估算精度
Q3 Computer Science Pub Date : 2024-05-09 DOI: 10.3311/ppee.22998
Mouncef El marghichi, Abdelilah Hilali, Azeddine Loulijat
Accurate estimation of battery metrics, such as state of health (SOH), is crucial for effective battery management systems (BMS) due to capacity degradation over time. This paper proposes a methodology to enhance battery capacity estimation accuracy by addressing uncertainties related to state of charge (SOC) estimation and measurement. The methodology employs the Neural Network Algorithm (NNA), an optimization algorithm inspired by artificial neural networks (ANNs). The NNA generates an initial population of pattern solutions and iteratively updates them using a weight matrix, bias operator, and transfer function operator. By combining the advantages of ANNs and optimization techniques, the NNA aims to find an optimal solution considering interdependent variables and incorporating global and local feedbacks. Leveraging the capabilities of the NNA, our objective is to identify the candidate that minimizes a specified cost function, ensuring up-to-date cell capacity through a memory forgetting factor. The algorithm's precision was validated using NASA's Prognostic Data, demonstrating outstanding performance by surpassing two aggressive algorithms in terms of accuracy. In the most severe case scenario, the algorithm achieved a peak error of less than 0.4%. Furthermore, the algorithm consistently demonstrated predictive performance measures that were superior to those of the compared algorithms.
由于电池容量会随时间衰减,因此准确估算电池指标(如健康状况(SOH))对于有效的电池管理系统(BMS)至关重要。本文提出了一种方法,通过解决与电荷状态(SOC)估算和测量相关的不确定性来提高电池容量估算的准确性。该方法采用了神经网络算法(NNA),这是一种受人工神经网络(ANN)启发的优化算法。NNA 生成初始模式解群,并使用权重矩阵、偏置算子和传递函数算子对其进行迭代更新。通过结合人工神经网络和优化技术的优势,NNA 的目标是在考虑相互依赖的变量并结合全局和局部反馈的情况下,找到最佳解决方案。利用 NNA 的功能,我们的目标是找出能使指定成本函数最小化的候选方案,并通过记忆遗忘因子确保最新的电池容量。该算法的精确度通过美国国家航空航天局的预测数据进行了验证,在精确度方面超越了两种激进算法,表现出了卓越的性能。在最严重的情况下,该算法的峰值误差小于 0.4%。此外,该算法的预测性能指标一直优于所比较的算法。
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引用次数: 0
Adaptive Hierarchical Fractional-Order Sliding Mode Control Strategy for multi-terminal VSC-HVDC System with Wind Farm 带风电场的多终端 VSC-HVDC 系统的自适应分层分阶滑动模式控制策略
Q3 Computer Science Pub Date : 2024-04-03 DOI: 10.3311/ppee.22147
S. S. Biswal, D. Swain, P. Rout, Prakash Kumar Ray, R. K. Jena
In this paper, an adaptive hierarchical fractional-order sliding mode controller (AHFSMC) for a multi-terminal Voltage Source Converter (VSC) based High Voltage Direct Current (HVDC) Integrated with a wind farm (WF) system is designed. Multi-terminal VSC-HVDC (MtVDC) connected to wind farms has received several attentions in the power sector because of its numerous benefits. The effectiveness of MtVDC, on the other hand, is dependent on the control scheme used. To achieve this goal, a hierarchical sliding mode control method by fractional-order calculus is used. To ensure the sliding condition, the control signal is determined. The controller parameters are adjusted according to a suitable adaptation method to enhance the proposed controller’s robustness compared to the system uncertainties coefficient. An appropriate Lyapunov-based approach is used to achieve the adaptation rule. This paper discusses a scheme to design additional controllers in MtVDC systems to damp electromechanical oscillations, one of several features of HVDC presently under active study. Numerical simulations validate the proposed control strategy's feasibility and efficiency. This novel approach is employed for the upgrading of system stability with the dynamic properties of the MtVDC in a variety of operative conditions.
本文设计了一种自适应分层分数阶滑动模式控制器(AHFSMC),适用于与风电场(WF)系统集成的基于多端电压源变换器(VSC)的高压直流(HVDC)。与风电场相连的多端电压源换流器-高压直流(MtVDC)因其众多优点而受到电力行业的广泛关注。另一方面,MtVDC 的有效性取决于所使用的控制方案。为了实现这一目标,我们采用了分数阶微积分的分层滑模控制方法。为确保滑动条件,需要确定控制信号。根据适当的适应方法调整控制器参数,以增强所提议控制器与系统不确定性系数相比的鲁棒性。本文采用基于 Lyapunov 的适当方法来实现自适应规则。本文讨论了在 MtVDC 系统中设计附加控制器以抑制机电振荡的方案,机电振荡是目前正在积极研究的 HVDC 的几个特征之一。数值模拟验证了所提控制策略的可行性和效率。这种新颖的方法可在各种运行条件下利用 MtVDC 的动态特性提升系统稳定性。
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引用次数: 0
Direct Drive Permanent Magnet Synchronous Generator: Design, Modeling, and Control for Wind Energy Applications 直接驱动永磁同步发电机:风能应用的设计、建模和控制
Q3 Computer Science Pub Date : 2024-04-03 DOI: 10.3311/ppee.23602
Zina Larabi, K. Ghedamsi, D. Aouzellag
The prominent trend in wind turbine technology centers on the adoption of direct-drive permanent magnet synchronous generators (DD-PMSG), a choice driven by their capacity to deliver superior efficiency through the elimination of gearboxes.This paper presents a comprehensive exploration of the design, modeling, and control aspects of a DD-PMSG intended for harnessing wind energy conversion. Initially, the geometrical design of the generator is meticulously carried out, adhering to predefined technical specifications and constraints. Subsequently, an in-depth internal modeling, focusing on the electromagnetic behavior of the designed generator, is executed using finite element analysis (FEA) through the Ansys Maxwell RMXpert software. Finally, the external modeling and control system integration of the designed generator, connected to the grid through power electronic converters, are simulated using the Matlab/Simulink software suite. The resulting findings underscore the efficacy and viability of the proposed generator for wind turbine applications, affirming its potential to enhance wind energy conversion systems.
风力涡轮机技术的突出趋势是采用直驱永磁同步发电机(DD-PMSG),其驱动力是通过省去齿轮箱实现更高的效率。首先,按照预先确定的技术规格和约束条件,对发电机进行了细致的几何设计。随后,通过 Ansys Maxwell RMXpert 软件使用有限元分析 (FEA) 对所设计发电机的电磁行为进行深入的内部建模。最后,使用 Matlab/Simulink 软件套件模拟了通过电力电子转换器与电网连接的设计发电机的外部建模和控制系统集成。研究结果强调了所提发电机在风力涡轮机应用中的功效和可行性,肯定了其在增强风能转换系统方面的潜力。
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引用次数: 0
Multiband SINC-slotted Patch Antenna for 5G Applications 用于 5G 应用的多频带 SINC 槽式贴片天线
Q3 Computer Science Pub Date : 2024-03-05 DOI: 10.3311/ppee.23634
Qusai H. Sultan, A. Sabaawi
In this work, we presented the design, analysis and optimization of the multiband slotted antennas based on SINC function for 5G applications. The proposed antennas are designed and modelled by CST Studio Suite software. A parametric study is performed to determine sinc function parameters that control the performance of the proposed antenna. The parametric study is implemented by varying the amplitude of the sinc function, the frequency, the location of the slot along Y-axis, the slot width and the slot window (number of cycles). The simulated results showed that the designed slotted antennas in this paper exhibits multiband operation and they offer the feasibility of controlling and adjusting the resonant frequency by changing the sinc function parameters. The proposed antennas have various resonant frequencies at around 1.5 GHz, 2.65 GHz, 5 GHz and 5.8 GHz covering the 5G sub-6 GHz band. Extensive simulation process were carried out to determine the optimum antenna performance and three antennas were selected based on the reflection characteristics and number of operation frequency bands. Finally, the three selected antennas were manufactured and their performance were measured in the lab for validation. Experimental results showed that an excellent agreement between the measured and simulated results was achieved.
在这项工作中,我们介绍了基于 SINC 功能的多频带开槽天线的设计、分析和优化,以用于 5G 应用。我们使用 CST Studio Suite 软件对拟议的天线进行了设计和建模。为确定控制拟议天线性能的 sinc 函数参数,进行了参数研究。参数研究通过改变 sinc 函数的振幅、频率、沿 Y 轴的插槽位置、插槽宽度和插槽窗口(周期数)来实现。仿真结果表明,本文设计的开槽天线具有多频带工作特性,并且可以通过改变 sinc 函数参数来控制和调整谐振频率。所提出的天线在 1.5 GHz、2.65 GHz、5 GHz 和 5.8 GHz 左右具有不同的谐振频率,覆盖了 5G 6 GHz 以下频段。为了确定天线的最佳性能,我们进行了广泛的仿真,并根据反射特性和工作频段数量选择了三种天线。最后,制造了三个选定的天线,并在实验室对其性能进行了测量验证。实验结果表明,测量结果与模拟结果非常吻合。
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引用次数: 0
期刊
Periodica polytechnica Electrical engineering and computer science
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