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Review of Control Techniques for Dual Three-Phase PMSM Drives with Low Carrier Ratios 低载流子比双三相永磁同步电动机驱动控制技术综述
Pub Date : 2025-06-18 DOI: 10.30941/CESTEMS.2025.00016
Minrui Gu;Zheng Wang;Ming Cheng;Weifeng Su;Linyue Shang;Po Liu
The dual three-phase PMSM (DTP-PMSM) drives have received wide attention at high-power high-efficiency applications due to their merits of high output current ability and copper-loss-free field excitation. Meanwhile, the DTP-PMSM drive provides higher fault-tolerant capability for high-reliability applications, e.g., pumps and actuators in aircraft. For high-power drives with limited switching frequencies and high-speed drives with large fundamental frequencies, the ratio of switching frequency to fundamental frequency, i.e., the carrier ratio, is usually below 15, which would significantly degrade the control performance. The purpose of this paper is to review the recent work on the modulation and control schemes for improving the operation performance of DTP-PMSM drives with low carrier ratios. Specifically, three categories of methods, i.e., the space vector modulation based control, the model predictive control (MPC), and the optimized pulse pattern (OPP) based control are reviewed with principles and performance. In addition, brief discussions regarding the comparison and future trends are presented for low-carrier-ratio (LCR) modulation and control schemes of DTP-PMSM drives.
双三相永磁同步电动机(DTP-PMSM)驱动器以其高输出电流能力和铜无损耗励磁等优点在大功率高效应用中受到广泛关注。同时,DTP-PMSM驱动器为高可靠性应用提供了更高的容错能力,例如飞机上的泵和执行器。对于开关频率有限的大功率驱动器和基频较大的高速驱动器,开关频率与基频之比即载流子比通常小于15,这将显著降低控制性能。本文的目的是回顾近年来在改善低载流子比DTP-PMSM驱动器运行性能的调制和控制方案方面的研究进展。具体来说,综述了基于空间矢量调制的控制方法、基于模型预测控制方法(MPC)和基于最优脉冲方向图(OPP)的控制方法的原理和性能。此外,还简要讨论了DTP-PMSM驱动器的低载流子比(LCR)调制和控制方案的比较和未来趋势。
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引用次数: 0
Modeling of AC Losses in High-Speed PMSM Windings: Methods, Challenges, and Prospects 高速永磁同步电机绕组交流损耗建模:方法、挑战与展望
Pub Date : 2025-06-18 DOI: 10.30941/CESTEMS.2025.00014
Kaiwei He;Wenxiang Zhao;Zhongze Wu;Jinghua Ji
High-speed permanent magnet synchronous motors (PMSMs) have recently been widely applied in various applications. However, due to the increased rotor speed and operating frequency increase, the winding AC losses rise substantially, posing risks to the safety operation. Accurate modeling of the AC losses has therefore become critical at the motor initial design stage. This paper reviews the main modeling methods for AC copper losses in PMSMs, including analytical methods, finite element methods, and hybrid modeling methods. The advantages and disadvantages of each method are analyzed in detail, and key issues in the modeling process are discussed. Finally, future research directions in AC copper loss modeling are explored, providing new insights for motor design and performance optimization.
高速永磁同步电动机(PMSMs)近年来得到了广泛的应用。然而,由于转子转速的增加和工作频率的增加,绕组交流损耗大幅增加,给安全运行带来了风险。因此,交流损耗的精确建模在电机初始设计阶段变得至关重要。本文综述了永磁同步电动机交流铜损耗的主要建模方法,包括解析法、有限元法和混合建模方法。详细分析了每种方法的优缺点,并对建模过程中的关键问题进行了讨论。最后,展望了交流铜损耗建模的未来研究方向,为电机设计和性能优化提供新的思路。
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引用次数: 0
A Detailed Thermal Analysis for Performance Improvement of Axial Transverse-Flux-Switching PM Wind Turbine Generator 轴向横磁通开关永磁风力发电机组性能改进的详细热分析
Pub Date : 2025-06-18 DOI: 10.30941/CESTEMS.2025.00017
A. Ghaheri;A. Zarghani;E. Afjei;H. Torkaman
The efficiency of energy conversion from mechanical to electrical in AC generators is not entirely optimal, as power losses are converted into heat. Accurate thermal modeling and temperature measurement of advanced electric machines with complex structures are mandatory to confirm their reliability and safe operation. In a unique axial transverse flux switching permanent magnet (ATFSPM) generator, due to its high power density, large stray loss from leakage flux, compact topology, and totally enclosed structure, thermal analysis is of paramount significance. In this paper, thermal modeling and analysis of ATFSPM are carried out in detail using a three-dimensional (3D) finite element analysis (FEA) to evaluate the thermal condition for a precise performance improvement. To begin, all loss sources are accurately derived using 3-D FEA and analytical methods, taking into account the temperature dependence of material properties, and then losses are coupled to the thermal model as heat sources. Afterward, aiming for realistic thermal modelling, the convection heat transfer in the different regions of internal and external areas as well as thin layers of interface gaps between components are all considered. In addition, the prototype of ATFSPM is supplied to validate the accuracy of 3-D FEA temperature prediction. Furthermore, a novel technique is carried out to effectively improve thermal performance, enhance the efficiency, and limit hot-spot temperatures. The steady-state and transient temperature results demonstrate the high accuracy of the thermal modeling, enhance the secure operation of the ATFSPM, and facilitate increased loading utilizing the proposed technique.
在交流发电机中,从机械到电力的能量转换效率并不是完全最佳的,因为功率损失转化为热量。对结构复杂的先进电机进行精确的热建模和温度测量是保证其可靠性和安全运行的必要条件。在一种独特的轴向横向磁通开关永磁发电机(ATFSPM)中,由于其功率密度高、漏磁杂散损耗大、结构紧凑、全封闭等特点,热分析具有至关重要的意义。本文采用三维(3D)有限元分析(FEA)对ATFSPM进行了详细的热建模和分析,以评估其热状态,从而精确地改进其性能。首先,考虑到材料性能对温度的依赖性,利用三维有限元分析和分析方法精确推导出所有损耗源,然后将损耗作为热源耦合到热模型中。然后,为了实现真实的热建模,考虑了内外不同区域的对流换热以及部件之间的薄层界面间隙。最后给出了ATFSPM的原型,验证了三维有限元温度预测的准确性。此外,还提出了一种新的技术来有效地改善热工性能,提高效率,并限制热点温度。稳态和瞬态温度结果证明了热建模的准确性,增强了ATFSPM的安全运行,并为利用该技术增加负载提供了便利。
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引用次数: 0
Fast and Accurate Prediction of Electromagnetic and Temperature Fields for SPMSM Equipped with Unequally Thick Magnetic Poles 非等厚磁极永磁同步电机电磁场和温度场的快速准确预测
Pub Date : 2025-06-01 DOI: 10.30941/CESTEMS.2025.00020
Feng Liu;Xiuhe Wang;Lingling Sun;Hongye Wei
With the continuous upgrading of traditional manufacturing industries and the rapid rise of emerging technology fields, the performance requirements for the permanent magnet synchronous motors (PMSMs) have become higher and higher. The importance of fast and accurate electromagnetic thermal coupling analysis of such motors becomes more and more prominent. In view of this, the surface-mounted PMSM (SPMSM) equipped with unequally thick magnetic poles is taken as the main object and its electromagnetic thermal coupling analytical model (ETcAM) is investigated. First, the electromagnetic analytical model (EAM) is studied based on the modified subdomain method. It realizes the fast calculation of key electromagnetic characteristics. Subsequently, the 3D thermal analytical model (TAM) is developed by combining the EAM, the lumped parameter thermal network method (LPTNM), and the partial differential equation of heat flux. It realizes the fast calculation of key thermal characteristics in 3D space. Further, the information transfer channel between EAM and TAM is built with reference to the intrinsic connection between electromagnetic field and temperature field. Thereby, the novel ETcAM is proposed to realize the fast and accurate prediction of electromagnetic and temperature fields. Besides, ETcAM has a lot to commend it. One is that it well accounts for the complex structure, saturation, and heat exchange behavior. Second, it saves a lot of computer resources. It offers boundless possibilities for initial design, scheme evaluation, and optimization of motors. Finally, the validity, accuracy, and practicality of this study are verified by simulation and experiment.
随着传统制造业的不断升级和新兴技术领域的迅速崛起,对永磁同步电机的性能要求越来越高。对该类电机进行快速、准确的电磁热耦合分析的重要性日益突出。鉴于此,以非等厚磁极表面贴装永磁同步电机(SPMSM)为研究对象,对其电磁热耦合分析模型(ETcAM)进行了研究。首先,研究了基于改进子域法的电磁解析模型(EAM)。实现了关键电磁特性的快速计算。随后,结合EAM、集总参数热网络法(LPTNM)和热流密度偏微分方程,建立了三维热解析模型(TAM)。实现了三维空间关键热特性的快速计算。根据电磁场与温度场之间的内在联系,建立了EAM与TAM之间的信息传递通道。为此,提出了一种新型的ETcAM,以实现电磁场和温度场的快速准确预测。此外,ETcAM有很多值得称道的地方。一是它很好地解释了复杂的结构、饱和度和热交换行为。其次,它节省了大量的计算机资源。它为电机的初始设计、方案评估和优化提供了无限的可能性。最后,通过仿真和实验验证了本研究的有效性、准确性和实用性。
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引用次数: 0
Inter-Turn Short-Circuit Fault Diagnosis and Severity Estimation for Five-Phase PMSM 五相永磁同步电机匝间短路故障诊断与严重程度估计
Pub Date : 2025-06-01 DOI: 10.30941/CESTEMS.2025.00019
Yijia Huang;Wentao Huang;Tinglong Pan;Dezhi Xu
In this article, an inter-turn short-circuit (ITSC) fault diagnosis and severity estimation method based on extended state observer (ESO) and convolutional neural network (CNN) is proposed for five-phase permanent magnet synchronous motor (PMSM) drives. The relationship between fault parameters and motor parameters is analyzed and the equivalent model of ITSC faults in the natural reference frame is accordingly derived. To achieve fault detection and location, the short-circuit turn ratio and short-circuit current are integrated as the fault diagnosis index. According to the model of the shortcircuit current, an ESO is designed for the estimation of the fault diagnosis index. Further, the sensitivity analysis among fault parameters is conducted to evaluate the short-circuit turn ratio and the short-circuit resistance. Subsequently, the postfault current, back electromotive force, electrical angular velocity, q1-axis current reference and the fault diagnosis index are selected as the input signals of CNN to estimate the short-circuit turn ratio. This approach not only resolves parameter coupling challenges but also provides a quantitative assessment of fault severity. Finally, simulations and experiments under different operating points validate the effectiveness of the proposed method.
提出了一种基于扩展状态观测器(ESO)和卷积神经网络(CNN)的五相永磁同步电动机(PMSM)匝间短路(ITSC)故障诊断与严重程度估计方法。分析了故障参数与电机参数之间的关系,推导了自然参照系下ITSC故障的等效模型。为了实现故障检测和定位,将短路匝比和短路电流作为故障诊断指标。根据短路电流模型,设计了故障诊断指标估计的ESO算法。在此基础上,进行了故障参数间的灵敏度分析,评估了短路匝比和短路电阻。随后,选取故障后电流、反电动势、电角速度、q1轴基准电流和故障诊断指标作为CNN的输入信号,估计短路匝比。该方法不仅解决了参数耦合问题,而且提供了故障严重程度的定量评估。最后,通过不同工况下的仿真和实验验证了该方法的有效性。
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引用次数: 0
Content 内容
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引用次数: 0
Recent Advances in Arc-Linear Motors for Direct-Drive Applications: A Review 直驱用直线电弧电机的研究进展
Pub Date : 2025-06-01 DOI: 10.30941/CESTEMS.2025.00018
Zhenbao Pan;Jiwen Zhao;Shuhua Fang;Jinhao Cai;Qiangren Xu
The arc-linear motor (ALM) is a new type of special motor derived from the linear motor, which has the merits of high torque, compact structure and fast dynamic response. This kind of motor does not need a complex intermediate transmission device, it is used in some direct-drive applications for continuous rotation or limited angle motion. However, there is no systematic summary and generalization of the ALMs so far. Therefore, this paper systematically overviews the recent advances in ALMs for direct-drive systems. First, the evolution process and basic structure of the ALM are introduced. And then, various ALMs are reviewed with particular reference to motor topologies, working principle, motor performance, optimization design and control techniques. To heel, a comprehensive comparison of several typical ALMs is carried out. Finally, the application areas, main challenges and development trends of the ALMs are highlighted.
电弧直线电机是由直线电机发展而来的一种新型专用电机,具有转矩大、结构紧凑、动态响应快等优点。这种电机不需要复杂的中间传动装置,在一些直接驱动应用中用于连续旋转或有限角度运动。然而,到目前为止,还没有系统的总结和概括。因此,本文系统地综述了直接驱动系统中自动调速器的最新进展。首先,介绍了ALM的演变过程和基本结构。然后,对各种alm进行了回顾,特别参考了电机拓扑结构,工作原理,电机性能,优化设计和控制技术。然后,对几种典型的ALMs进行了全面比较。最后,重点介绍了自动取款机的应用领域、主要挑战和发展趋势。
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引用次数: 0
Fault Diagnosis Method for Open-Circuit Faults in NPC Three-Level Inverter Based on WKCNN 基于WKCNN的NPC三电平逆变器开路故障诊断方法
Pub Date : 2025-03-23 DOI: 10.30941/CESTEMS.2025.00012
Guozheng Zhang;Menghui Li;Xin Gu;Wei Chen
With the increasing demand for high reliability and availability in power conversion equipment within power electronics systems, the fault diagnosis of neutral-point-clamped (NPC) three-level inverters has garnered widespread attention. To address the challenges of fault feature extraction, this article proposes an end-to-end diagnostic approach based on a wavelet kernel convolutional neural network (WKCNN), capable of extracting multi-scale features from current signals to significantly enhance diagnostic accuracy. This method directly uses raw three-phase current signals as input, applying wavelet kernel convolution to automatically capture frequency-domain fault features, combined with a Softmax classifier optimized by the Adam algorithm to achieve fault diagnosis for NPC three-level inverters. Experimental results under various operating conditions demonstrate that this approach maintains robust diagnostic accuracy across multiple fault scenarios, with comparative analysis further confirming its advantages in diagnostic efficiency and performance over traditional machine learning and other deep learning methods.
随着电力电子系统对功率转换设备的高可靠性和可用性要求的不断提高,中性点箝位(NPC)三电平逆变器的故障诊断受到了广泛关注。为了解决故障特征提取的挑战,本文提出了一种基于小波核卷积神经网络(WKCNN)的端到端诊断方法,该方法能够从当前信号中提取多尺度特征,从而显著提高诊断准确率。该方法直接以原始三相电流信号为输入,应用小波核卷积自动捕获频域故障特征,结合Adam算法优化的Softmax分类器实现NPC三电平逆变器的故障诊断。各种工况下的实验结果表明,该方法在多种故障场景下都保持了稳健的诊断准确性,对比分析进一步证实了该方法在诊断效率和性能上优于传统机器学习和其他深度学习方法。
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引用次数: 0
Additional Magnetic Field of Dual-Parallel Rotor Permanent Magnet Synchronous Motor and its Influence on Electromagnetic Torque 双并联转子永磁同步电机附加磁场及其对电磁转矩的影响
Pub Date : 2025-03-23 DOI: 10.30941/CESTEMS.2025.00015
Yang Chen;Dajun Tao;Baojun Ge
The coupling effect of dual-parallel rotor connected stator permanent magnet synchronous motor not only affects the magnetic field in the coupling area, but also generates an additional magnetic field in the uncoupled area. The characteristics of the additional magnetic field and its influence on electromagnetic torque are studied in this paper. The topology and parameters of motor are described briefly. The existence of additional magnetic field is proved by the simulation models under two boundary conditions, and its characteristics and source are analyzed. The analytical model is established, and the influence of key parameters on the additional magnetic field is discussed. On this basis, the influence of the additional magnetic field on the electromagnetic torque of the motor is studied, and the analytical expression of the additional torque is constructed. The fluctuation rule is analyzed, and the additional magnetic field separation model is proposed. The theoretical analysis and simulation results reveal and improve the internal mechanism of reducing motor torque ripple by optimizing the duty angle and coupling distance. Finally, a prototype test platform is built to verify the correctness of the proposed theory and the accuracy of the simulation model.
双并联转子连接定子永磁同步电机的耦合效应不仅影响耦合区域的磁场,而且在非耦合区域产生附加磁场。本文研究了附加磁场的特性及其对电磁转矩的影响。简要介绍了电机的拓扑结构和参数。在两种边界条件下,通过仿真模型证明了附加磁场的存在性,并分析了附加磁场的特征和来源。建立了解析模型,讨论了关键参数对附加磁场的影响。在此基础上,研究了附加磁场对电机电磁转矩的影响,构造了附加转矩的解析表达式。分析了波动规律,提出了附加磁场分离模型。理论分析和仿真结果揭示并完善了通过优化占空角和耦合距离来减小电机转矩脉动的内在机理。最后,搭建了一个原型测试平台,验证了所提理论的正确性和仿真模型的准确性。
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引用次数: 0
Enhanced Sensorless Control of Switched Reluctance Motors Using Inertial Phase-Locked Loop for Extended Speed Range 基于惯性锁相环的开关磁阻电机无传感器控制扩展速度范围
Pub Date : 2025-03-23 DOI: 10.30941/CESTEMS.2025.00013
Zifeng Chen;Xijian Lin;Huayu Ji;Zehua Li;Hang Zhao;Dianxun Xiao
Sensorless control of switched reluctance motors (SRMs) often requires a hybrid mode combining low-speed pulse injection methods and high-speed model-based estimation. However, pulse injection causes unwanted audible noises and torque ripples. This article proposes an enhanced model-based sensorless approach to extend downwards the speed range in which sensorless control can work without injection. An inertial phase-locked loop (IPLL) based on a stator flux observer is introduced for position estimation. Compared to the conventional phase-locked loop scheme, the IPLL offers a more robust disturbance rejection capability and thus reduces the flux model errors at lower speeds. Experimental results substantiate the feasibility of the extended low-speed operation using the model-based sensorless control approach.
开关磁阻电机的无传感器控制通常需要结合低速脉冲注入方法和高速基于模型的估计的混合模式。然而,脉冲注入会引起不必要的噪音和扭矩波动。本文提出了一种增强的基于模型的无传感器方法,以向下扩展无传感器控制可以在没有注入的情况下工作的速度范围。提出了一种基于定子磁链观测器的惯性锁相环,用于位置估计。与传统的锁相环方案相比,IPLL提供了更强的抗干扰能力,从而降低了较低速度下的通量模型误差。实验结果证实了采用基于模型的无传感器控制方法扩展低速运行的可行性。
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引用次数: 0
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CES Transactions on Electrical Machines and Systems
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