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A Robustness Evaluation Method for the Robust Control of Electrical Drive Systems Based on Six-Sigma Methodology 基于六西格玛方法的电力传动系统鲁棒控制鲁棒性评价方法
Pub Date : 2025-03-23 DOI: 10.30941/CESTEMS.2025.00011
Nabil Farah;Gang Lei;Jianguo Zhu;Youguang Guo
Numerous uncertainties in practical production and operation can seriously affect the drive performance of permanent magnet synchronous machines (PMSMs). Various robust control methods have been developed to mitigate or eliminate the effects of these uncertainties. However, the robustness to uncertainties of electrical drive systems has not been clearly defined. No systemic procedures have been proposed to evaluate a control system's robustness (how robust it is). This paper proposes a systemic method for evaluating control systems' robustness to uncertainties. The concept and fundamental theory of robust control are illustrated by considering a simple uncertain feedback control system. The effects of uncertainties on the control performance and stability are analyzed and discussed. The concept of design for six-sigma (a robust design method) is employed to numerically evaluate the robustness levels of control systems. To show the effectiveness of the proposed robustness evaluation method, case studies are conducted for second-order systems, DC motor drive systems, and PMSM drive systems. Besides the conventional predictive control of PMSM drive, three different robust predictive control methods are evaluated in terms of two different parametric uncertainty ranges and three application requirements against parametric uncertainties.
永磁同步电机在实际生产运行中存在的诸多不确定因素会严重影响其驱动性能。已经开发了各种鲁棒控制方法来减轻或消除这些不确定性的影响。然而,电力驱动系统对不确定性的鲁棒性一直没有明确的定义。没有系统的程序被提议来评估控制系统的鲁棒性(它有多鲁棒)。本文提出了一种评估控制系统对不确定性鲁棒性的系统方法。以一个简单的不确定反馈控制系统为例,阐述了鲁棒控制的概念和基本理论。分析和讨论了不确定性对控制性能和稳定性的影响。采用六西格玛设计的概念(一种稳健设计方法)对控制系统的稳健水平进行数值评价。为了证明所提出的鲁棒性评估方法的有效性,对二阶系统、直流电机驱动系统和永磁同步电机驱动系统进行了实例研究。在传统的永磁同步电机预测控制的基础上,根据两种不同的参数不确定性范围和参数不确定性的三种应用要求,对三种不同的鲁棒预测控制方法进行了评价。
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引用次数: 0
Recent Development of Aircraft Electric Propulsion System: A Technical Review 飞机电力推进系统的最新发展:技术综述
Pub Date : 2025-03-18 DOI: 10.30941/CESTEMS.2025.00004
Wei Chen;Yexin Yan;Yang Qi;Ming Huang;Weilin Li
The technology of electric propulsion aircraft (EPA) represents an important direction and an advanced stage in the development of aviation electrification. It is a key pathway for green development in aviation industry and can significantly enhance the energy efficiency of aircraft propulsion system. Electric motor is the most critical electromechanical energy conversion component in an aircraft electric propulsion system (EPS). High-performance electric motors, power electronic converters and EPS control form the foundation of the EPA. This paper provides an overview of the characteristics of electric motors for EPA, analyzes the inverter topologies of EPSs, and reviews ongoing EPA projects. The article highlights the latest advancements in three types of motors: superconducting motors (SCMs), permanent magnet synchronous motors (PMSMs), and induction motors (IMs). It summarizes the control system architectures of current EPA initiatives and, building on this foundation, proposes future research directions for EPSs. These include cutting-edge areas such as high-performance motors and advanced manufacturing technologies, GaN- or SiC- based inverter integration and innovation, electric propulsion control systems, and optimization of wiring systems.
电力推进飞机技术是航空电气化发展的一个重要方向和高级阶段。它是航空工业绿色发展的关键途径,可以显著提高飞机推进系统的能源效率。电动机是飞机电力推进系统中最关键的机电能量转换部件。高性能电动机,电力电子转换器和EPS控制构成了EPA的基础。本文概述了EPA的电机特性,分析了EPA的逆变器拓扑结构,并回顾了正在进行的EPA项目。本文重点介绍了三种电机的最新进展:超导电机(scm)、永磁同步电机(pmms)和感应电机(IMs)。总结了当前环境保护计划的控制系统架构,并在此基础上提出了未来环境保护计划的研究方向。其中包括高性能电机和先进制造技术,基于GaN或SiC的逆变器集成和创新,电力推进控制系统以及布线系统优化等前沿领域。
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引用次数: 0
A Comprehensive Review of Torque and Speed Control Strategies for Switched Reluctance Motor Drives 开关磁阻电机驱动转矩和速度控制策略综述
Pub Date : 2025-03-18 DOI: 10.30941/CESTEMS.2025.00006
Sreeram K;Preetha P K;Javier Rodríguez-García;Carlos Álvarez-Bel
Switched Reluctance Motors (SRMs), outfitted with rugged construction, good speed range, high torque density, and rare earth-free nature that outweigh induction motors (IM) and permanent magnet synchronous motor (PMSM), afford a broad range of applications in the domain of electric vehicles (EVs). Standard copper magnetic wire and low-carbon steel laminations are used to construct SRMs, which give them high efficiency in the range of 85–95%. Despite SRM's desirable features over traditional motor-speed drives, high torque ripples and radial distortions constrain their deployment in EVs. Precise rotor position is imperative for effective management of the speed and torque of SRMs. This paper provides an illustrative compendium on review of the torque-speed control and ripple mitigation techniques using design enhancements and control methods for SRM drives for EV applications. The various schemes were evaluated on their performance metrics-operational speed range, control complexity, practical realization, need for pre-stored parameters (lookup tables of current, inductance and torque profiles) and motor controller memory requirements. The findings provide valuable insights into balancing the gains and tradeoffs associated with EV applications. Furthermore, they pinpoint opportunities for enhancement by analyzing the cost and technical aspects of different SRM controllers.
开关磁阻电机(SRMs)具有坚固的结构,良好的速度范围,高扭矩密度和无稀土性质,超过感应电机(IM)和永磁同步电机(PMSM),在电动汽车(ev)领域提供了广泛的应用。使用标准铜磁性线和低碳钢片来构建srm,这使它们的效率在85-95%之间。尽管SRM比传统的电机速度驱动具有更理想的特性,但高扭矩波动和径向扭曲限制了其在电动汽车中的应用。精确的转子位置是有效管理srm转速和转矩的必要条件。本文提供了一个说明性纲要,回顾了使用设计改进和控制方法的电动汽车SRM驱动器的转矩-速度控制和纹波缓解技术。对各种方案的性能指标进行了评估——运行速度范围、控制复杂性、实际实现、预先存储参数的需求(查找电流、电感和转矩分布表)和电机控制器内存要求。这些发现为平衡与电动汽车应用相关的收益和权衡提供了有价值的见解。此外,他们通过分析不同SRM控制器的成本和技术方面来确定增强的机会。
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引用次数: 0
PLL Frequency Stability Enhancement Under Weak Grid Considering Reactive Current Support 弱电网下考虑无功电流支持的锁相环频率稳定性增强
Pub Date : 2025-03-18 DOI: 10.30941/CESTEMS.2025.00007
Bin Hu;Ling Zhan;Heng Nian;Donglian Qi
The phase-locked loop (PLL) plays an essential role for synchronizing renewable power generation to the grid. However, as per the grid-code compliance for reactive current support, the PLL output frequency fluctuates significantly and exceeds the limitation, which seriously threaten the safe supply of electricity. In this paper, the underlying theoretical mechanism and dominant force behind the maximum PLL frequency deviation are revealed. Accordingly, two feasible approaches are proposed to enhance the PLL frequency stability with validations in experimental results.
锁相环(PLL)是实现可再生能源发电向电网同步的关键。但根据电网规范无功电流支持要求,锁相环输出频率波动较大,超过限制,严重威胁电力安全供应。本文揭示了最大锁相环频率偏差背后的基本理论机制和主导力量。据此,提出了两种提高锁相环频率稳定性的可行方法,并进行了实验验证。
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引用次数: 0
Content 内容
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引用次数: 0
Design and Parametric Optimization of a Double-Sided Linear Induction Motor for Hyperloop Pod 超级高铁吊舱双面直线感应电机的设计与参数优化
Pub Date : 2025-03-01 DOI: 10.30941/CESTEMS.2025.00009
Bahaddin Goksun;Ismet Sen;Musap Kuzucu;Bati Eren Ergun;Ilhan Kocaarslan;Mehmet Onur Gulbahce
The hyperloop idea, which is one of the most ecofriendly, low-carbon emissions, and fossil fuel-efficient modes of transportation, has recently become quite popular. In this study, a double-sided linear induction motor (LIM) with 500 W of output power, 60 N of thrust force and 200 V/38.58 Hz of supply voltage was designed to be used in hyperloop development competition hosted by the scientific and technological research council of turkey (TÜBİTAK) rail transportation technologies institute (RUTE). In contrast to the studies in the literature, concentrated winding is preferred instead of distributed winding due to mechanical constraints. The electromagnetic design of LIM, whose mechanical and electrical requirements were determined considering the hyperloop development competition, was carried out by following certain steps. Then, the designed model was simulated and analyzed by finite element method (FEM), and the necessary optimizations have been performed to improve the motor characteristics. By examining the final model, the applicability of the concentrated winding type LIM for hyperloop technology has been investigated. Besides, the effects of primary material, railway material, and mechanical air-gap length on LIM performance were also investigated. In the practical phase of the study, the designed LIM has been prototyped and tested. The validation of the experimental results was achieved through good agreement with the finite element analysis results.
超级高铁是最环保、低碳排放和化石燃料效率最高的交通方式之一,最近变得非常受欢迎。本研究设计了一种输出功率为500 W、推力为60 N、供电电压为200 V/38.58 Hz的双面直线感应电机(LIM),用于土耳其科学技术研究理事会(TÜBİTAK)轨道交通技术研究所(RUTE)主办的超级高铁开发竞赛。与文献研究相反,由于力学约束,集中绕线优于分布式绕线。LIM的电磁设计是根据超级高铁开发竞争确定的机械和电气要求,按照一定的步骤进行的。然后,对所设计的模型进行了有限元仿真分析,并进行了必要的优化以改善电机的特性。通过对最终模型的检验,研究了集中缠绕型LIM在超级高铁技术中的适用性。此外,还研究了原始材料、铁路材料和机械气隙长度对LIM性能的影响。在研究的实际阶段,设计的LIM已经原型化和测试。实验结果与有限元分析结果吻合较好,验证了实验结果的正确性。
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引用次数: 0
An Improved Feedforward Control Strategy to Promote the Rapidity of PMSM Servo System and Reduce Overshoot Oscillation 一种改进的前馈控制策略提高了永磁同步电机伺服系统的速度,减小了超调振荡
Pub Date : 2025-03-01 DOI: 10.30941/CESTEMS.2025.00008
Wentao Zhang;Yan Zhang;Yongxiang Xu;Jibin Zou
Under the condition of large inertia load, the stability of the servo system is more sensitive to the response speed and more likely to produce overshoot oscillations. In order to realize the requirements of high-precision and fast-response control of permanent magnet synchronous motor (PMSM) under large inertia load, an improved feedforward control strategy based on position impulse compensation and PD iterative algorithm is proposed to improve the response speed of the PMSM servo system and reduce the overshoot oscillation. This paper analyzes the mathematical models of the speed servo system and position servo system of the PMSM, calculates position overshoot impulse of the PMSM servo system, and improves the traditional feedforward control strategy to reversely compensate when the position is about to overshoot. Moreover, in order to further reduce the position overshoot, the PD iterative control algorithm is superimposed without increasing the complexity of the algorithm. The input signal is continuously corrected through multiple runs to achieve a smoother response control. The effectiveness of the proposed feedforward control strategy is verified by simulation and experiment.
在大惯性负载条件下,伺服系统的稳定性对响应速度更敏感,更容易产生超调振荡。为了实现大惯性负载下永磁同步电机的高精度、快速响应控制要求,提出了一种基于位置脉冲补偿和PD迭代算法的改进前馈控制策略,提高了永磁同步电机伺服系统的响应速度,减小了超调振荡。分析了永磁同步电动机的速度伺服系统和位置伺服系统的数学模型,计算了永磁同步电动机伺服系统的位置超调冲量,改进了传统的前馈控制策略,在位置即将超调时进行反向补偿。此外,为了进一步降低位置超调,在不增加算法复杂度的前提下,将PD迭代控制算法进行叠加。输入信号通过多次运行连续校正,以实现更平滑的响应控制。仿真和实验验证了所提前馈控制策略的有效性。
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引用次数: 0
Speed Harmonic Based Saturation Free Inductance Modeling and Estimation of Interior PMSM Using Measurements Under One Load Condition 基于速度谐波的内置永磁同步电机饱和自由电感单负载测量建模与估计
Pub Date : 2025-03-01 DOI: 10.30941/CESTEMS.2025.00010
Guodong Feng;Yuting Lu;Zhe Tong;Beichen Ding;Guishan Yan;Chunyan Lai
For permanent magnet synchronous machines (PMSMs), accurate inductance is critical for control design and condition monitoring. Owing to magnetic saturation, existing methods require nonlinear saturation model and measurements from multiple load/current conditions, and the estimation is relying on the accuracy of saturation model and other machine parameters in the model. Speed harmonic produced by harmonic currents is inductance-dependent, and thus this paper explores the use of magnitude and phase angle of the speed harmonic for accurate inductance estimation. Two estimation models are built based on either the magnitude or phase angle, and the inductances can be from d-axis voltage and the magnitude or phase angle, in which the filter influence in harmonic extraction is considered to ensure the estimation performance. The inductances can be estimated from the measurements under one load condition, which is free of saturation model. Moreover, the inductance estimation is robust to the change of other machine parameters. The proposed approach can effectively improve estimation accuracy especially under the condition with low current magnitude. Experiments and comparisons are conducted on a test PMSM to validate the proposed approach.
对于永磁同步电机(PMSMs)来说,精确的电感是控制设计和状态监测的关键。由于磁饱和的存在,现有的方法需要非线性饱和模型和多种负载/电流条件下的测量,并且估计依赖于饱和模型和模型中其他机器参数的准确性。谐波电流产生的速度谐波与电感有关,因此本文探讨了利用速度谐波的幅值和相位角来精确估计电感。基于幅值和相位角分别建立了两种估计模型,其中电感可以由d轴电压和幅值或相位角组成,其中考虑了滤波器在谐波提取中的影响,保证了估计的性能。电感可以在不受饱和模型影响的单一负载条件下进行测量。此外,电感估计对其他机器参数的变化具有鲁棒性。该方法可以有效地提高估计精度,特别是在电流幅值较低的情况下。在一台测试用永磁同步电机上进行了实验和比较,验证了该方法的有效性。
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引用次数: 0
Analysis of Radial Force, Vibration, and Noise in Low-Speed, High-Torque Density Spoke-Type PMSMs with Symmetric and Asymmetric Assisted Poles Designs 低速、高转矩密度辐条式永磁同步电机对称和非对称辅助杆设计的径向力、振动和噪声分析
Pub Date : 2025-02-28 DOI: 10.30941/CESTEMS.2025.00003
Sayyed Haleem Shah;Yun-Chong Wang;Dan Shi;Jian-Xin Shen
This article investigates the radial electromagnetic force, vibration, and noise phenomenon in a low-speed, high-torque density spoke-type permanent magnet synchronous machine (ST-PMSM) designed with assisted poles having symmetric and asymmetric topologies. Firstly, an analytical expression for the machine radial electromagnetic force (REMF) is derived to quickly estimate the REMF characteristics for the ST-PMSM with assisted poles having symmetric and asymmetric topologies. The 2D-Fourier decomposition method is applied to investigate the radial electromagnetic force harmonics (REMFHs). Secondly, Finite element (FE) models are designed for the machine structural analysis. Subsequently, the FE models and modal analysis are explored for different design cases of the analyzed machine. Lastly, vibration and noise behavior are investigated using an FE approach for the machine designs under symmetric and asymmetric assisted poles topologies. The findings indicate an increase in the richness of REMFHs, alongside a decrease in both the fundamental frequency and the lowest nonzero order of REMF, attributed to the presence of asymmetric assisted poles. Consequently, it is investigated that while considering the vibration and noise response in ST-PMSMs designed with asymmetric assisted poles topologies, it is essential to thoroughly account for induced nonzero low-order harmonics and their optimization for better vibration and noise performance.
本文研究了具有对称和非对称拓扑结构的辅助磁极设计的低速、高转矩密度辐条式永磁同步电机(ST-PMSM)的径向电磁力、振动和噪声现象。首先,推导了具有对称和非对称两种拓扑结构的辅助极的ST-PMSM径向电磁力的解析表达式,以快速估计其径向电磁力特性。采用二维傅里叶分解方法研究了径向电磁力谐波。其次,设计了机械结构有限元模型;随后,针对所分析机床的不同设计情况,进行了有限元模型和模态分析。最后,利用有限元方法研究了对称和非对称辅助极点拓扑下机械设计的振动和噪声特性。研究结果表明,由于不对称辅助极的存在,REMF的丰富度增加,同时基频和最低非零阶REMF的减少。因此,在考虑采用非对称辅助极点拓扑设计的st - pmsm的振动和噪声响应时,有必要彻底考虑诱导的非零低阶谐波及其优化,以获得更好的振动和噪声性能。
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引用次数: 0
Moving Towards the Reliability-Oriented Design of Hairpin Winding for EV Traction Machines Driven by SiC Inverter SiC逆变器驱动电动汽车牵引发夹绕组的可靠性设计
Pub Date : 2025-02-28 DOI: 10.30941/CESTEMS.2025.00005
Xiaowei Ju;Yue Zhang;Zhiwei Xue;Yuan Cheng;Shumei Cui
With the development of high-frequency and high-voltage traction machines (TM) incorporating hairpin windings (HW) and SiC inverters for electric vehicles (EV), both the interturn voltage stress and temperature within HW are rising, increasing the risk of partial discharge (PD), and presenting significant challenges to insulation safety. Therefore, this paper addresses this issue and proposes potential solutions. Firstly, the paper examines an 8-pole, 48-slot, 6-layer HW TM to highlight the unique characteristics of this winding structure, and explains the uneven distribution of interturn voltage stress and temperature. Subsequently, a high-frequency equivalent circuit model of the HW TM prototype is developed. The error of simulation and experiment is only 5.7 %, which proves the accuracy of the model. Then, an improved HW scheme is proposed to lower the maximum voltage stress by 29.3 %. Furthermore, the temperature distribution of HW TM is analyzed to facilitate a detailed examination of the impact of temperature on insulation PD. Finally, the partial discharge inception voltage (PDIV) of interturn insulation, considering temperature effects, is calculated and verified through experiment. The paper proposes a reliability-oriented design method and process for HW TM. It demonstrates that the reliability-oriented design can achieve PD-free performance in the design stage of HW.
随着电动汽车(EV)高频高压牵引机(TM)结合发夹绕组(HW)和SiC逆变器的发展,HW内匝间电压应力和温度不断升高,增加了局部放电(PD)的风险,并对绝缘安全提出了重大挑战。因此,本文针对这一问题提出了可能的解决方案。本文首先对8极、48槽、6层HW TM进行了分析,突出了该绕组结构的独特特征,并解释了匝间电压应力和温度的不均匀分布。随后,建立了HW TM原型机的高频等效电路模型。仿真和实验误差仅为5.7%,验证了模型的准确性。然后,提出了一种改进的HW方案,使最大电压应力降低29.3%。此外,分析了HW TM的温度分布,以便详细检查温度对绝缘PD的影响。最后,计算了考虑温度影响的匝间绝缘局部放电起始电压(PDIV),并通过实验进行了验证。本文提出了一种面向可靠性的HW TM设计方法和流程。结果表明,以可靠性为导向的设计可以在硬件设计阶段实现无pd性能。
{"title":"Moving Towards the Reliability-Oriented Design of Hairpin Winding for EV Traction Machines Driven by SiC Inverter","authors":"Xiaowei Ju;Yue Zhang;Zhiwei Xue;Yuan Cheng;Shumei Cui","doi":"10.30941/CESTEMS.2025.00005","DOIUrl":"https://doi.org/10.30941/CESTEMS.2025.00005","url":null,"abstract":"With the development of high-frequency and high-voltage traction machines (TM) incorporating hairpin windings (HW) and SiC inverters for electric vehicles (EV), both the interturn voltage stress and temperature within HW are rising, increasing the risk of partial discharge (PD), and presenting significant challenges to insulation safety. Therefore, this paper addresses this issue and proposes potential solutions. Firstly, the paper examines an 8-pole, 48-slot, 6-layer HW TM to highlight the unique characteristics of this winding structure, and explains the uneven distribution of interturn voltage stress and temperature. Subsequently, a high-frequency equivalent circuit model of the HW TM prototype is developed. The error of simulation and experiment is only 5.7 %, which proves the accuracy of the model. Then, an improved HW scheme is proposed to lower the maximum voltage stress by 29.3 %. Furthermore, the temperature distribution of HW TM is analyzed to facilitate a detailed examination of the impact of temperature on insulation PD. Finally, the partial discharge inception voltage (PDIV) of interturn insulation, considering temperature effects, is calculated and verified through experiment. The paper proposes a reliability-oriented design method and process for HW TM. It demonstrates that the reliability-oriented design can achieve PD-free performance in the design stage of HW.","PeriodicalId":100229,"journal":{"name":"CES Transactions on Electrical Machines and Systems","volume":"9 1","pages":"26-35"},"PeriodicalIF":0.0,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10908521","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143748924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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CES Transactions on Electrical Machines and Systems
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