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Radial Vibration Attenuation Caused by the Tangential Force of the Permanent Magnet Propulsion Motor Based on the Lever Effect 基于杠杆效应的永磁推进电机切向力对径向振动的衰减
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-01 DOI: 10.1049/elp2.70125
Qisheng Zhu, Jiakuan Xia, Tong Wu, Heng Kuang, Hang Su

Low-frequency vibration is a key performance indicator for underwater vehicles, especially in applications with strict acoustic compliance requirements. The main source of vibration in integer slot permanent magnet synchronous motors (PMSM) is various orders of electromagnetic force waves acting on the stator tooth tips. Research has shown that for surface mounted permanent magnet synchronous motors, the surface vibration of the motor casing is closely related to the tangential force acting on the stator teeth. Reducing the number of stator teeth appropriately can effectively alleviate this type of vibration. Firstly, based on the Maxwell stress tensor method, the electromagnetic force model acting on the stator teeth was derived, and the mechanism of vibration caused by tangential force was analysed. Secondly, establish a mathematical model to describe the radial vibration transmitted from the tangential force on the stator teeth to the shell through the lever effect. Then, perform finite element simulation to compare the radial and tangential vibration characteristics of motors with different numbers of teeth. The simulation results show that reducing the number of teeth can effectively reduce the surface vibration of the casing caused by tangential forces on the stator teeth while maintaining the same volume of the motor. Finally, vibration and underwater noise tests were conducted on two prototype motors of underwater vehicles with the same volume but different numbers of teeth to verify the effectiveness of this method.

低频振动是水下航行器的一个关键性能指标,特别是在对声学顺应性要求严格的应用中。整槽永磁同步电动机的主要振动源是作用在定子齿尖上的各种阶次电磁力波。研究表明,对于表面安装的永磁同步电机,电机机壳的表面振动与作用在定子齿上的切向力密切相关。适当减少定子齿数可有效缓解此类振动。首先,基于Maxwell应力张量法,推导了作用在定子齿上的电磁力模型,分析了切向力引起定子齿振动的机理;其次,建立数学模型,描述定子齿上的切向力通过杠杆效应传递给壳体的径向振动;然后,进行有限元仿真,比较不同齿数电机的径向和切向振动特性。仿真结果表明,在保持电机体积不变的情况下,减少齿数可以有效降低由定子齿切向力引起的机匣表面振动。最后,对两台体积相同但齿数不同的水下航行器原型电机进行了振动和水下噪声试验,验证了该方法的有效性。
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引用次数: 0
A Review of Machine-Learning-Based Control Methods for Permanent Magnet Synchronous Machines 基于机器学习的永磁同步电机控制方法综述
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70126
Nabil Farah, Gang Lei, Gerd Bramerdorfer, Jianguo Zhu

Conventional permanent magnet synchronous machine (PMSM) control methods often struggle to maintain satisfactory performance due to their dependency on parametric machine models. Parameter-free control methods have garnered significant attention in addressing machine uncertainties; however, their continuous online optimisation increases computational demands and can degrade performance. Recently, machine learning (ML) approaches have emerged as a promising alternative, enabling control methods independent of machine models and parameters. These ML methods are trained offline to create computationally efficient control models without the need for continuous online optimisation. This article reviews and thoroughly investigates various ML-based control approaches for PMSM drives, including reinforcement learning (RL) and supervised ML. The fundamentals and design principles of these methods are discussed with a focus on PMSM current control. Conventional RL, robust RL and classification-type and regression-type supervised ML are implemented and compared with traditional PMSM control methods. Simulation results, quantitative evaluations, and robustness analyses reveal that supervised ML-based control methods outperform other approaches in the presence of uncertainties for electrical machines.

传统的永磁同步电机(PMSM)控制方法由于依赖于参数化的电机模型,往往难以保持令人满意的性能。无参数控制方法在解决机器不确定性方面引起了极大的关注;然而,它们持续的在线优化增加了计算需求,并可能降低性能。最近,机器学习(ML)方法已成为一种有前途的替代方法,使控制方法独立于机器模型和参数。这些机器学习方法是离线训练的,以创建计算高效的控制模型,而不需要持续的在线优化。本文回顾并深入研究了PMSM驱动器的各种基于ML的控制方法,包括强化学习(RL)和监督ML。讨论了这些方法的基本原理和设计原则,重点讨论了PMSM电流控制。实现了传统RL、鲁棒RL以及分类型和回归型监督ML,并与传统PMSM控制方法进行了比较。仿真结果、定量评估和鲁棒性分析表明,在电机存在不确定性的情况下,基于监督ml的控制方法优于其他方法。
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引用次数: 0
Research on the Influence of Multi-Harmonic Magnetic Field on the Stability of the Radial Suspension Force and Electromagnetic Torque of Bearingless Motors 多谐磁场对无轴承电机径向悬架力和电磁转矩稳定性的影响研究
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70096
Zexing Li, Huaiyuan Zhang, Hongbo Qiu, Cunxiang Yang

Bearingless motors can realise the rotor active suspension by the radial electromagnetic force, whereas the suspension force and torque ripple will increase the difficulty of motor control, which may lead to the stator and rotor collision and irreversible damage to the motor. In order to obtain the principle and variation of the suspension force ripple and torque ripple of bearingless induction motors under the condition of multi-harmonic magnetic field, the complex coupling relationship between harmonic magnetomotive force (MMF), magnetic permeance and harmonic magnetic field is clarified firstly. Based on the traditional mathematical model of the suspension force, the calculation formula of the radial suspension force is derived and the mechanism of the radial suspension force ripple is revealed. Secondly, the radial suspension force and the electromagnetic torque are calculated by the finite element method, and the torque magnetic field and the suspension magnetic field are decoupling analysed. The dynamic changes of the radial suspension force and the torque with the time are given, and the relationship among multi-harmonic magnetic field coupling, radial suspension force ripple and torque ripple is clarified. Finally, the accuracy of analytical calculation and finite element calculation is proved by experiments.

无轴承电机可以通过径向电磁力实现转子主动悬架,而悬架力和转矩脉动会增加电机控制的难度,可能导致定子和转子碰撞,对电机造成不可逆的损坏。为了获得多次谐波磁场条件下无轴承异步电动机悬架力脉动和转矩脉动的原理和变化规律,首先阐明了谐波磁动势(MMF)、磁导率和谐波磁场之间的复杂耦合关系。在传统悬架力数学模型的基础上,推导了径向悬架力的计算公式,揭示了径向悬架力脉动的机理。其次,采用有限元法计算了径向悬架力和电磁转矩,并对转矩磁场和悬架磁场进行了解耦分析。给出了径向悬架力和转矩随时间的动态变化,阐明了多谐磁场耦合、径向悬架力脉动和转矩脉动之间的关系。最后,通过实验验证了解析计算和有限元计算的准确性。
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引用次数: 0
Design and Multi-Objective Optimisation of Double-Sided Flux-Concentrating and Stacked-Winding Permanent Magnet Linear Motor 双面聚磁叠绕组永磁直线电机的设计与多目标优化
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70127
Ying Wang, Aoni Xia, Yu Hu, Yuxuan Liu, Aoyu Xiao

Aiming at the problems of large normal force, large electromagnetic force pulsation and high cost of permanent magnet track of permanent magnet linear motor (PMLM), this paper proposes a novel double-sided flux-concentrating and stacked-winding permanent magnet linear motor (DFS-PMLM). To seek a PMLM with high thrust density and low electromagnetic force pulsation, this paper analyses and compares various motor structures and then optimises the parameters of the proposed motor structure. During optimisation, the objective function is first determined and then a Kriging model is established. Global optimisation is then performed within the agent model using the genetic algorithm-particle swarm optimisation (GA-PSO) and nondominated sorting genetic algorithm II (NSGA-II) sequentially. Finally, the structural parameters optimised by NSGA-II are more capable of improving the performance of the motor as verified by finite element simulation. Compared to conventional motors, the DFS-PMLM achieves a thrust of 506 N, a 30.3% increase in volumetric thrust density; a thrust fluctuation of 11.8%, a 62.5% reduction and a normal force of 21 N, a 2124 N reduction. Overall, the DFS-PMLM has higher thrust density, lower normal force and lower thrust fluctuation than conventional motors.

针对永磁直线电机(PMLM)法向力大、电磁力脉动大、永磁轨迹成本高等问题,提出了一种新型的双面聚磁叠绕组永磁直线电机(DFS-PMLM)。为了寻求高推力密度、低电磁力脉动的永磁直线电机,本文对各种电机结构进行了分析和比较,并对所提出的电机结构参数进行了优化。在优化过程中,首先确定目标函数,然后建立克里格模型。然后使用遗传算法-粒子群优化(GA-PSO)和非支配排序遗传算法II (NSGA-II)在代理模型中依次进行全局优化。最后,通过有限元仿真验证了NSGA-II优化后的结构参数更能提高电机的性能。与传统电机相比,DFS-PMLM实现了506 N的推力,体积推力密度增加了30.3%;推力波动为11.8%,减小62.5%,法向力为21牛,减小2124牛。总体而言,与传统电机相比,DFS-PMLM具有更高的推力密度、更小的法向力和更小的推力波动。
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引用次数: 0
Ageing Behaviours and Mechanisms of SiC MOSFET and Si IGBT in DC Solid-State Circuit Breaker 直流固态断路器中SiC MOSFET和Si IGBT的老化行为及机理
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70134
Jiajia Song, Bo Zhang, Yanfeng Song

The rapid development of DC power systems in applications such as electric aircraft and microgrids has highlighted the need for high-performance DC short-circuit protection. Solid-state circuit breakers (SSCBs), utilising power semiconductor devices, offer superior performance compared to traditional mechanical circuit breakers by providing fast arc-free interruption and improved reliability. Whereas silicon carbide (SiC) MOSFETs and silicon (Si) insulated-gate bipolar transistors (IGBTs) are widely used in these applications, their overcurrent capabilities and long-term reliability under repetitive operation remain critical research topics. This paper investigates the overcurrent capability of SiC MOSFETs and Si IGBTs and analyzes their degradation mechanisms under repetitive overcurrent cycling. Experimental results show that although the SiC MOSFET has a longer overcurrent withstand time due to its saturation characteristics, it suffers from more severe ageing behaviours. Its gate-source voltage (VGS) was found to drop by 3.3 V, its saturation current (Isat) dropped by 45.2 A, and its on-state voltage drop significantly increased as the number of cycles reached 250. In contrast, the Si IGBT exhibited minimal degradation in its dynamic performance under the same conditions. To understand the underlying physics of these behaviours, detailed TCAD simulation models were developed based on the real device structures. Simulations revealed a single, concentrated hotspot in the SiC MOSFET near the gate, reaching a peak temperature of ∼1000 K. The Si IGBT, however, presented two distinct hotspots: one near the gate and another near the interface between the buffer and drift regions. We propose that this distributed thermal profile in the IGBT mitigates localised stress, which explains its superior long-term reliability. Conversely, the high concentration of thermal stress in the SiC MOSFET's gate region leads to its severe ageing.

随着电动飞机和微电网等应用领域直流电源系统的快速发展,对高性能直流短路保护的需求日益突出。固态断路器(SSCBs)利用功率半导体器件,通过提供快速无电弧中断和提高可靠性,与传统的机械断路器相比,具有卓越的性能。尽管碳化硅(SiC) mosfet和硅(Si)绝缘栅双极晶体管(igbt)广泛应用于这些应用中,但它们的过流能力和重复操作下的长期可靠性仍然是关键的研究课题。本文研究了SiC mosfet和Si igbt的过流性能,并分析了它们在重复过流循环下的退化机理。实验结果表明,尽管SiC MOSFET由于其饱和特性具有较长的过流耐受时间,但其老化行为更为严重。当循环次数达到250次时,其栅源电压(VGS)下降了3.3 V,饱和电流(Isat)下降了45.2 A,导通电压降显著增加。相比之下,Si IGBT在相同条件下表现出最小的动态性能退化。为了了解这些行为的潜在物理原理,基于实际设备结构开发了详细的TCAD仿真模型。模拟显示,在栅极附近的SiC MOSFET中有一个单一的、集中的热点,峰值温度达到了~ 1000 K。然而,Si IGBT呈现出两个明显的热点:一个靠近栅极,另一个靠近缓冲区和漂移区之间的界面。我们认为IGBT中的这种分布热剖面减轻了局部应力,这解释了其优越的长期可靠性。相反,在SiC MOSFET的栅区存在高浓度的热应力,导致其严重老化。
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引用次数: 0
Detent Force Suppression in DSPMLSM Using Magnetic Bridges With Windings 用带绕组的磁桥抑制DSPMLSM的制动力
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70120
Qinhong Zhong, Qinfeng Hu, Shushu Zhu, Chuang Liu

Permanent magnet linear synchronous motors (PMLSMs) are widely used in high-precision servo systems. However, the detent force negatively affects servo performance. To address this issue, a novel double-sided PMLSM with closed-secondary structure is proposed in this paper. The magnetic bridges with auxiliary windings are installed at both secondary core ends. The magnetic flux paths through bridges and primary end teeth influence end leakage flux. Therefore, the detent force is suppressed utilising this magnetic path. First, the compensation current in the auxiliary windings is designed based on detent force and back EMF in auxiliary windings. Affected by nonlinear factors, such as core saturation, significant detent force remains after applying compensation current. Thus, the compensation current is iteratively adjusted according to the residual detent force. When a staggered-tooth design is applied to the primary core, the compensation current amplitude decreases, but the detent force can still be effectively suppressed. When the secondary core is extended to 30 pole pitches, the required compensation current increases due to diminished flux bridge influence. Nevertheless, FEM verification confirms that the suppression strategy maintains effectiveness. The prototype shows detent force reduction from 3.7 to 0.8 N with optimised compensation current. Experimental results verify the method's feasibility.

永磁直线同步电动机广泛应用于高精度伺服系统中。然而,制动力对伺服性能有负面影响。为了解决这一问题,本文提出了一种具有封闭二次结构的双面永磁同步电动机。带辅助绕组的磁桥安装在二次铁芯两端。通过桥和初级端齿的磁通路径影响端漏磁。因此,利用这条磁路抑制张力。首先,根据辅助绕组的抑制力和反电动势设计辅助绕组的补偿电流。由于磁芯饱和等非线性因素的影响,施加补偿电流后仍存在较大的支撑力。因此,补偿电流是根据剩余的缓冲力迭代调整的。当主铁心采用交错齿设计时,补偿电流幅值减小,但仍能有效抑制支撑力。当次级磁芯扩展到30极螺距时,由于磁通桥影响的减小,所需的补偿电流增加。然而,有限元验证证实了该抑制策略保持了有效性。在优化的补偿电流下,原型机的制动力从3.7降至0.8牛。实验结果验证了该方法的可行性。
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引用次数: 0
Fault-Tolerant Scheme for Single-Switch Open-Circuit Fault in CSI-Fed Five-Phase PMSM csi馈电五相永磁同步电机单开关开路故障容错方案
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-28 DOI: 10.1049/elp2.70131
Chao Chen, Zhen Chen, Xiaoyong Sun, Lei Zhao, Xiangdong Liu

Due to their inherent capability to provide short-circuit fault protection, combined with features, such as high torque density and reduced torque ripple, five-phase permanent magnet synchronous motors (PMSMs) driven by current-source inverters are highly suitable for mission-critical applications. However, unlike PMSMs, current-source inverters are more susceptible to faults. Conventional fault-tolerant techniques for mitigating open-circuit faults in current-source inverters typically assume that all the semiconductors in the affected inverter leg are faulty. In reality, the possibility of an open-circuit fault occurring in only one power switch has not been thoroughly studied. Consequently, this article introduces a fault-tolerant control (FTC) approach specifically designed to address single-switch open faults in five-phase PMSMs driven by current-source inverters. First, the paper evaluates the fault-tolerant capabilities under this particular fault condition. Then, two space vector pulse width modulation (SVPWM) strategies are developed and compared with existing SVPWM methods, focusing on winding copper losses and torque ripple. Finally, the effectiveness of the proposed FTC scheme is verified through experiments, demonstrating that this method can effectively reduce torque ripple and decrease winding copper losses.

由于其固有的短路故障保护能力,加上高转矩密度和减少转矩脉动等特性,由电流源逆变器驱动的五相永磁同步电机(pmms)非常适合关键任务应用。然而,与永磁同步电动机不同,电流源逆变器更容易发生故障。用于减轻电流源逆变器开路故障的传统容错技术通常假设受影响的逆变器分支中的所有半导体都是故障的。在现实中,仅在一个电源开关中发生开路故障的可能性还没有得到充分的研究。因此,本文介绍了一种容错控制(FTC)方法,专门设计用于解决由电流源逆变器驱动的五相pmms中的单开关开路故障。首先,本文评估了该特定故障条件下的容错能力。然后,提出了两种空间矢量脉宽调制(SVPWM)策略,并对现有的SVPWM方法进行了比较,重点研究了绕组铜损耗和转矩脉动。最后,通过实验验证了所提出的FTC方案的有效性,表明该方法可以有效地减小转矩脉动,降低绕组铜损耗。
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引用次数: 0
Dynamic Performance Enhancement of YASA-AFFSPM Motors Using Smoothed Active Disturbance Rejection Control and Sensorless Tracking 采用平滑自抗扰控制和无传感器跟踪增强YASA-AFFSPM电机动态性能
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-27 DOI: 10.1049/elp2.70129
Javad Rahmani-Fard, Mohammed Jamal Mohammed, Ali Mohammed Ridha

This paper proposes a smoothed active disturbance rejection control (ADRC) strategy integrated with a hybrid sensorless algorithm to enhance the dynamic performance of a 12-stator/19-pole yokeless and segmented armature axial flux-switching permanent magnet (12S/19P YASA-AFFSPM) motor. The improved ADRC replaces the conventional nonlinear fal function with a smooth, exponentially interpolated function (efal) and employs linear error feedback to simplify tuning while maintaining robustness. A hybrid sensorless scheme, combining a pulsed high-frequency injection method for low speeds and a sliding mode observer (SMO) for medium-to-high speeds, ensures accurate rotor position estimation across the entire operational range. Experimental results demonstrate the outstanding performance of the proposed method: the rotor position error remains within ± 2°, the speed tracking error is limited to ± 5 rpm even during direction reversals and the transient speed deviation during sudden load torque changes (0–5 N m) is kept below 5% of the rated speed. The proposed approach significantly enhances dynamic response, disturbance rejection and operational robustness, validating its suitability for high-performance applications such as electric vehicles and industrial automation.

为了提高12定子/19极无栅分段电枢轴向开关永磁(12S/19P)电机的动态性能,提出了一种与无传感器混合算法相结合的平滑自抗扰控制策略。改进的自抗扰控制器用平滑的指数插值函数(efal)代替传统的非线性fal函数,并采用线性误差反馈简化整定,同时保持鲁棒性。一种混合无传感器方案,结合了用于低速的脉冲高频注入方法和用于中高速的滑模观测器(SMO),确保了在整个操作范围内准确估计转子位置。实验结果表明,该方法性能优异,转子位置误差保持在±2°以内,即使在方向反转时,速度跟踪误差也控制在±5 rpm以内,负载转矩突然变化(0-5 N m)时的瞬态速度偏差保持在额定转速的5%以下。所提出的方法显著提高了动态响应、抗干扰性和操作鲁棒性,验证了其适用于电动汽车和工业自动化等高性能应用。
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引用次数: 0
Multi-Physics Distribution Characteristics of Modules for Large-Capacity HVDC Transformer Under Intermediate Frequency Conditions 中频条件下大容量直流变压器模块的多物理场分布特性
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-25 DOI: 10.1049/elp2.70130
Jianwen Nie, Jiachen Gao, Tongshu Ding, Tingxiu Jiang, Zhikang Shuai

Large-capacity high voltage direct current (HVDC) transformers are the core equipment of the future power system. The design and operation of these transformers involve the interaction of multiple physical fields. The use of multiphysics simulation technology can comprehensively consider the coupling effects of various physics, which can help optimise the design scheme, improve the efficiency and reliability of the equipment, reduce the system loss and extend the life of the equipment. This paper proposes a multiphysics coupling simulation method for high-voltage DC transformers based on COMSOL multiphysics. Using this method, the distribution characteristics of the electric, magnetic, temperature and stress fields of the key components of the HVDC transformer under intermediate frequency conditions are analysed in detail. Through the analysis of the simulation results at different frequencies, the influence of frequency on the multiphysics distribution of the equipment is revealed, which provides a theoretical basis and practical guidance for the design and performance optimisation of HVDC transformers.

大容量高压直流变压器是未来电力系统的核心设备。这些变压器的设计和运行涉及多个物理场的相互作用。利用多物理场仿真技术可以综合考虑各种物理场的耦合效应,有助于优化设计方案,提高设备的效率和可靠性,减少系统损耗,延长设备寿命。提出了一种基于COMSOL多物理场的高压直流变压器多物理场耦合仿真方法。利用该方法,详细分析了中频条件下高压直流变压器关键部件的电场、磁场、温度和应力场的分布特征。通过对不同频率下的仿真结果进行分析,揭示了频率对设备多物理场分布的影响,为高压直流变压器的设计和性能优化提供了理论依据和实践指导。
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引用次数: 0
Design of a Novel Torque-Angle Approximation Permanent Magnet Synchronous Reluctance Machine for Electric Vehicles 一种新型电动汽车用矩角近似永磁同步磁阻电机设计
IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-25 DOI: 10.1049/elp2.70132
Tian Yu, Xiaoyuan Wang, Qizhi Dong, Yankun Wang, Haoyu Shen

To improve the torque performance of permanent magnet synchronous reluctance machine (PMSRM) for electric vehicles, a novel torque-angle approximation PMSRM (TAA_PMSRM) is proposed in this article. This design utilises asymmetric permanent magnets (PMs) and inter-pole cavity to shift the axis of PM magnetic field, so as to make the peak of the PM torque component approximate to the peak of the reluctance torque component, and to increase the resultant torque without increasing the cost. And asymmetric tangential ribs are introduced to suppress torque ripple effectively. Through the parameter sensitivity analysis, the specific influence of the key structure parameters related to the PM magnetic field shift on the electromagnetic performance of the TAA_PMSRM is clarified, providing a theoretical basis for torque performance optimisation. Based on the step-by-step multi-objective optimisation design, the average torque and torque ripple are optimised while ensuring the mechanical integrity of rotor. A comparative analysis between the proposed TAA_PMSRM and the conventional PMSRM, both optimised using the same method under multiple operating conditions, confirms the torque improvement and overall performance advantages of the proposed design. Finally, a prototype of the TAA_PMSRM is fabricated and tested to validate the simulation accuracy and demonstrate its practical performance benefits.

为了提高电动汽车永磁同步磁阻电机(PMSRM)的转矩性能,本文提出了一种新的矩角近似PMSRM (TAA_PMSRM)。本设计利用非对称永磁体(PM)和极间腔对PM磁场的轴线进行移位,使PM转矩分量的峰值接近磁阻转矩分量的峰值,在不增加成本的情况下增加合成转矩。引入非对称切向肋,有效抑制转矩脉动。通过参数灵敏度分析,明确了与永磁磁场位移相关的关键结构参数对TAA_PMSRM电磁性能的具体影响,为转矩性能优化提供了理论依据。基于分步多目标优化设计,在保证转子机械完整性的前提下,优化了转子的平均转矩和转矩脉动。通过对TAA_PMSRM和传统PMSRM的对比分析,证实了所提出设计的扭矩改进和整体性能优势,两者都使用相同的方法在多种工况下进行了优化。最后,制作了TAA_PMSRM的原型并进行了测试,以验证其仿真精度和实际性能优势。
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引用次数: 0
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