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Active Disturbance Rejection and Low-Speed Performance Enhancement in EV Drives Using ASISMC Under Dynamic Load Conditions 动态负载条件下基于ASISMC的电动汽车驱动的自抗扰和低速性能增强
Pub Date : 2025-12-01 DOI: 10.30941/CESTEMS.2025.00033
Rahul Singh;Mohit Kachhwaha;Deepak Fulwani
Electric vehicle (EV) drive trains are constantly subjected to an imbalance between demanded torque and generated electromagnetic torque due to unpredictable terrain, traffic, and other external factors. This imbalance leads to significant torsional vibrations and speed fluctuations, which not only compromise passenger comfort but also exert additional mechanical stress on the EVs. Conventional sensorless methods offer speed estimation and control; however, they provide suboptimal performance with sudden load torque disturbances and operational uncertainties, especially at low speeds and across diverse real-world driving cycles. To address these challenges and improve system robustness, this work proposes an advanced sensorless integral sliding mode control (ASISMC) that enhances performance under diverse operating conditions. The proposed ASISMC methodology shows robust performance across a wide speed range, effectively mitigating abrupt load torque disturbances while minimizing the effect of uncertainties within the system dynamics. The approach is experimentally validated for a wide range of speeds and periodic/non-periodic load torque disturbances. Additional validation through the new European driving cycle (NEDC) and urban dynamometer driving schedule (UDDS) demonstrates the method's effectiveness and reliability in real-world driving conditions.
由于不可预测的地形、交通和其他外部因素,电动汽车(EV)传动系统不断遭受需求扭矩和产生电磁扭矩之间的不平衡。这种不平衡会导致严重的扭转振动和速度波动,不仅会影响乘客的舒适度,还会对电动汽车施加额外的机械应力。传统的无传感器方法提供速度估计和控制;然而,在突然的负载扭矩干扰和操作不确定性下,特别是在低速和不同的实际驾驶循环下,它们的性能不是最优的。为了应对这些挑战并提高系统的鲁棒性,本研究提出了一种先进的无传感器积分滑模控制(ASISMC),可提高不同操作条件下的性能。所提出的ASISMC方法在很宽的速度范围内表现出鲁棒性,有效地减轻了突然负载扭矩干扰,同时最大限度地减少了系统动力学中的不确定性的影响。实验验证了该方法适用于大范围的速度和周期性/非周期性负载转矩扰动。另外,通过新的欧洲驾驶循环(NEDC)和城市动力计驾驶计划(UDDS)验证了该方法在实际驾驶条件下的有效性和可靠性。
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引用次数: 0
Thrust Ripple Analysis and Precise Modeling of 12/13 Slot-Pole Linear Flux-Switching Permanent Magnet Motors 12/13槽极线性磁通开关永磁电机推力脉动分析及精确建模
Pub Date : 2025-12-01 DOI: 10.30941/CESTEMS.2025.00036
Qi Wang;Ke Wang;Dihui Zeng;Lu Zhao;Wei Xu;Yaohua Li
Linear flux-switching permanent magnet motors (LFSPMs) have been proposed for long stator applications such as rail transit. However, the conventional linear permanent magnet synchronous motor (LPMSM) suffers from thrust ripple, which degrades the motor performance. The thrust ripple in LFSPMs is mainly caused by detent force and asymmetric electromagnetic parameters, excluding external disturbances. Moreover, the 12/13 slot-pole LFSPM exhibits unique inductance characteristics, which lead to different effects on thrust ripple. First, the detent force in the LFSPM is analyzed through finite element method (FEM). In addition, new finite element (FE) models are proposed for further analysis of the cogging force in LFSPMs. Second, the unique inductance characteristics of the 12/13 slot-pole LFSPM are investigated, and then the thrust ripple caused by asymmetric electromagnetic parameters is calculated by the virtual displacement method. Third, the mathematical model considering the thrust ripple is established for the LFSPM, which provides a foundation for subsequent research on thrust ripple suppression control strategies. Finally, the thrust ripple analysis is validated by comparing FEM results, modeling simulations, and experimental data.
线性磁通开关永磁电机(LFSPMs)已被提出用于长定子应用,如轨道交通。然而,传统的直线永磁同步电机存在推力脉动问题,影响了电机的性能。LFSPMs的推力脉动主要是由制动力和非对称电磁参数引起的,不包括外部干扰。此外,12/13槽极LFSPM具有独特的电感特性,从而对推力脉动产生不同的影响。首先,采用有限元法对LFSPM的缓冲力进行分析。此外,还提出了一种新的有限元模型,用于进一步分析lfspm的齿槽力。其次,研究了12/13槽极LFSPM独特的电感特性,利用虚位移法计算了非对称电磁参数引起的推力脉动。第三,建立了考虑推力脉动的LFSPM数学模型,为后续推力脉动抑制控制策略的研究奠定了基础。最后,通过对比有限元分析结果、模型仿真结果和实验数据,验证了推力脉动分析的正确性。
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引用次数: 0
Analysis on Electromagnetic Vibration of Synchronous Reluctance Motors under Different Drive Methods 不同驱动方式下同步磁阻电机电磁振动分析
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00026
Tiansa Chen;Xiuhe Wang;Lingling Sun;Jinyang Xu;Jihao Wang;Jinjun Huang
Sine-wave drive and square-wave drive are two common motor control strategies. This study constructs a mathematical model capable of predicting the distribution of electromagnetic force waves in synchronous reluctance motors (SynRMs) under these two drive methods, and comparatively analyzes the vibration phenomena induced by electromagnetic forces under different drive methods. It aims to provide an effective tool for predicting the distribution of electromagnetic force waves in SynRMs, while exploring the influence of drive modes on their vibration characteristics. The study focuses on a 4-pole, 36-slot 5.5 kW SynRM. Based on the magnetomotive force (MMF)-permeance method, incorporating the special rotor structure and the characteristics of current harmonics under square-wave drive, an air-gap flux distribution function is established. Meanwhile, Maxwell's stress tensor method is adopted to analyze how the air-gap flux density relates to electromagnetic excitation force waves. Subsequently, this analysis is applied to forecast the spatiotemporal distribution features of radial electromagnetic force waves. Finite element simulations are conducted to compute the modal and vibration responses of the SynRM, followed by a comparative analysis of the vibration characteristics under the two drive methods. Additionally, a 6-pole, 36-slot SynRM is used for additional comparative verification. Ultimately, the effectiveness of the simulation results is verified through experiments.
正弦波驱动和方波驱动是两种常用的电机控制策略。本文建立了预测两种驱动方式下同步磁阻电机电磁力波分布的数学模型,并对不同驱动方式下电磁力引起的振动现象进行了对比分析。旨在为预测synrm中电磁力波的分布提供有效的工具,同时探索驱动模式对其振动特性的影响。这项研究的重点是4极、36槽的5.5 kW SynRM。基于磁动势-磁导法,结合转子的特殊结构和方波驱动下电流谐波的特点,建立了气隙磁通分布函数。同时,采用麦克斯韦应力张量法分析了气隙磁通密度与电磁力波的关系。随后,将该分析应用于预测径向电磁力波的时空分布特征。通过有限元仿真计算了SynRM的模态响应和振动响应,对比分析了两种驱动方式下的振动特性。此外,还使用6杆36槽SynRM进行额外的比较验证。最后,通过实验验证了仿真结果的有效性。
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引用次数: 0
Four-Level SVPWM Strategy of Dual Three-Phase Open-Winding PMSM Drive 双三相开绕组永磁同步电机驱动的四电平SVPWM策略
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00023
Haowen Jiang;Xueqing Wang;Xinyu Yan;Dianxun Xiao;Xiaobao Yang;Zheng Wang
To achieve high power rating and low current harmonics of motor drive, this paper develops a dual three-phase open-winding permanent magnet synchronous motor (DTP-OW-PMSM) drive with the DC-link voltage ratio of 2:1:1. Based on this topology, this paper proposes a DTP four-level space vector pulse width modulation (DTP-FL SVPWM) strategy. First, two identical three-phase four-level space vector diagrams are constructed and divided. Then, three adjacent vectors nearest to the reference vector in each diagram are selected for the vector synthesis to guarantee high modulation precision and low switching frequency. Furthermore, to avoid the modulation error caused by the voltage deviation, the proposed DTP-FL SVPWM strategy is further optimized through unified duty ratio compensation (UDRC). The effectiveness of the proposed strategy is verified through experiments.
为了实现电机驱动的高额定功率和低电流谐波,本文研制了直流电压比为2:1:1的双三相开绕组永磁同步电机(DTP-OW-PMSM)驱动器。基于这种拓扑结构,本文提出了一种DTP四电平空间矢量脉宽调制(DTP- fl SVPWM)策略。首先,构造并划分两个相同的三相四层空间矢量图。然后,在每个图中选取距离参考矢量最近的三个相邻矢量进行矢量合成,以保证高调制精度和低开关频率。此外,为了避免电压偏差引起的调制误差,通过统一占空比补偿(UDRC)进一步优化了DTP-FL SVPWM策略。通过实验验证了该策略的有效性。
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引用次数: 0
Control Strategy for Hybrid Magnetic Bearing Based on Improved Cascaded Reduced-Order Active Disturbance Rejection Controller 基于改进级联降阶自抗扰控制器的混合磁轴承控制策略
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00024
Kaiyu Shan;Ke Wang;Wei Zhang;Yuxiang Zhu;Lu Zhao;Jinquan Zhu;Yaohua Li
During the startup of the hydraulic turbine generators, the hybrid magnetic bearing support system exhibits displacement fluctuations, and the nonlinearity and strong coupling characteristics of the magnetic bearings limit the accuracy of rotor modeling, making traditional control methods difficult to adapt to parameter variations. To suppress startup disturbances and achieve a control strategy with low computational complexity and high precision, this paper proposes a five-degree-of-freedom hybrid magnetic bearing control strategy based on an improved cascaded reduced-order linear active disturbance rejection controller (CRLADRC). The front-stage reduced-order linear extended state observer (FRLESO) reduces the system's computational complexity, enabling the system to maintain stability during motor startup disturbances. The second-stage reduced-order linear extended state observer (SRLESO) further enhances the system's disturbance estimation accuracy while maintaining low computational complexity. Furthermore, the disturbance rejection and noise suppression capabilities are analyzed in the frequency domain and the stability of the proposed control method is proven using Lyapunov theory. Experimental results indicate that the proposed strategy effectively reduces displacement fluctuations in the hybrid magnetic bearing support system during motor startup, significantly enhancing the system's robustness.
水轮发电机启动过程中,混合式磁轴承支撑系统存在位移波动,磁轴承的非线性和强耦合特性限制了转子建模的精度,传统控制方法难以适应参数变化。为了抑制启动扰动,实现低计算复杂度、高精度的控制策略,提出了一种基于改进级联降阶线性自抗扰控制器(CRLADRC)的五自由度混合磁轴承控制策略。前级降阶线性扩展状态观测器(FRLESO)降低了系统的计算复杂度,使系统在电机启动干扰时保持稳定。第二级降阶线性扩展状态观测器(SRLESO)进一步提高了系统的干扰估计精度,同时保持了较低的计算复杂度。此外,在频域分析了该控制方法的抗干扰和噪声抑制能力,并利用李雅普诺夫理论证明了该控制方法的稳定性。实验结果表明,该策略有效地降低了混合磁轴承支撑系统在电机启动过程中的位移波动,显著提高了系统的鲁棒性。
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引用次数: 0
Analytical Method of Permanent Magnet Torque Machine with High Torque for Considering the Influence of Armature Magnetic Field 考虑电枢磁场影响的大转矩永磁转矩电机分析方法
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00025
Jiawei Chai;Xianguo Gui;Qiang Gao;Dianguo Xu
Compared to the conventional permanent magnet synchronous machine (PMSM), the main characteristic of permanent magnet torque machine (PMTM) with high torque is that armature current is high, which has a great influence on magnetic circuit saturation, so this paper proposes a novel analytical method (AM) considering this problem. The key of this new AM is to consider armature reaction flux and armature leakage flux, which are closely related to output torque. Firstly, the expressions, including magnetomotive force (MMF) generated by permanent magnets (PMs) and armature windings are derived, and meanwhile slotting effect is considered by planning flux path. In addition, the expression of leakage flux density generated by armature windings are calculated, and flux density equivalence coefficient of tooth is calculated to be 2/3, which is used to solve the problem of uneven saturation of each tooth. Then, based on main flux factor and leakage flux factor proposed, an improved iteration process is proposed, and by this new process, the flux density of each yoke and tooth can be obtained, which is beneficial to obtain more accurate air-gap flux density and flux linkage. Finally, a prototype of 60-pole 54-slot is fabricated, and the performances of the electric machine, such as back electromotive force (EMF) and output torque, are calculated by this new AM and finite element method (FEM). The results of FEM and experimental test show that this new AM is good enough to calculate the performance of PMTM.
与传统永磁同步电机(PMSM)相比,大转矩永磁转矩电机(PMTM)的主要特点是电枢电流大,这对磁路饱和有很大的影响,因此本文提出了一种新的分析方法(AM)。这种新型调幅的关键是考虑了与输出转矩密切相关的电枢反应磁通和电枢漏磁通。首先推导了永磁体和电枢绕组产生的磁动势(MMF)表达式,同时通过规划磁通路径考虑开槽效应;此外,计算了电枢绕组产生的泄漏磁通密度表达式,计算出齿的磁通密度等效系数为2/3,用于解决各齿饱和不均匀的问题。然后,在提出主通量因子和泄漏通量因子的基础上,提出了一种改进的迭代过程,通过该迭代过程可以获得各轭架和齿的通量密度,有利于获得更精确的气隙通量密度和通量链。最后,制作了一台60极54槽的样机,并利用该方法和有限元法计算了电机的反电动势和输出转矩等性能。有限元分析和实验测试结果表明,这种新型调幅足以计算PMTM的性能。
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引用次数: 0
Review of Fault Diagnosis and Fault-Tolerant Control Technologies for Permanent-Magnet Synchronous Machine 永磁同步电机故障诊断与容错控制技术综述
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00022
Ping Zheng;Wei Liu;Yiteng Gao;Chengde Tong;Yi Sui
Permanent-magnet synchronous machines (PMSMs) are widely used in robotics, rail transportation, and electric vehicles owing to their high power density, high efficiency, and high power factor. However, PMSMs often operate in harsh environments, where critical components such as windings and permanent magnets (PMs) are susceptible to failures. These faults can lead to a significant degradation in performance, posing substantial challenges to the reliable operation of PMSMs. This paper presents a comprehensive review of common fault types in PMSMs, along with their corresponding fault diagnosis and fault-tolerant control strategies. The underlying mechanisms of typical faults are systematically analyzed, followed by a detailed comparison of various diagnostic and fault-tolerant control methods to evaluate their respective advantages and limitations. Finally, the review concludes by identifying key research gaps in PMSM fault diagnosis and fault-tolerant control, while proposing potential future directions for advancing this field.
永磁同步电机以其高功率密度、高效率、高功率因数等优点,广泛应用于机器人、轨道交通、电动汽车等领域。然而,永磁同步电动机经常在恶劣的环境中运行,其中绕组和永磁体(永磁)等关键部件容易发生故障。这些故障可能导致性能显著下降,对pmsm的可靠运行构成重大挑战。本文综述了永磁同步电动机中常见的故障类型,以及相应的故障诊断和容错控制策略。系统分析了典型故障的潜在机制,然后详细比较了各种诊断和容错控制方法,以评估各自的优点和局限性。最后,本文总结了永磁同步电机故障诊断和容错控制的主要研究空白,并提出了该领域未来的发展方向。
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引用次数: 0
Review and New Expansion of the Active Damping Strategy of the PMSM Drive System with LC Sine Wave Filter LC正弦波滤波永磁同步电机驱动系统主动阻尼策略的回顾与新拓展
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00028
Xiang Wu;Yongqi Ji;Chao Li;Yongxiang Xu;Jibin Zou;Lisi Tian;Shuo Chen;Zhixun Ma;Yaofei Han
Active damping (AD) strategy is an economical and efficient method to solve the resonant problem of the permanent magnet synchronous motor (PMSM) drive system with inductor-capacitor (LC) sine wave filter. In this article, the AD methods used in PMSM drive system are classified as inherent damping (ID), state variable feedback, and digital filter. Based on this, the purpose of this article is to provide an overview and analysis of the AD methods on PMSM drive system in recent years, and to comprehensively review, compare, and summarize the stability, dynamic performance, robustness, and algorithm complexity. Furthermore, a new expansion of AD method based on capacitor current feedback with high-pass filter (HPF-CCF) is studied to ensure the effectiveness when the resonant frequency is around sixth of the sampling frequency. The simulation and experimental results validate the effectiveness of theoretical analysis.
主动阻尼(AD)策略是解决电感-电容(LC)正弦波滤波器永磁同步电机驱动系统谐振问题的一种经济有效的方法。本文将用于永磁同步电机驱动系统的AD方法分为固有阻尼(ID)、状态变量反馈和数字滤波。基于此,本文对近年来针对永磁同步电机驱动系统的自适应控制方法进行了综述和分析,并对其稳定性、动态性能、鲁棒性和算法复杂度进行了全面的回顾、比较和总结。此外,为了保证谐振频率在采样频率的六分之一左右时的有效性,研究了一种基于高通滤波器电容电流反馈的AD扩展方法(HPF-CCF)。仿真和实验结果验证了理论分析的有效性。
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引用次数: 0
Energy-Efficient MPCC Using Centroid-Synthesized Virtual Voltage Vectors for IM Drives in Electric Vehicles 基于质心合成虚电压矢量的电动汽车IM驱动节能MPCC
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00027
Rinki Roy Chowdhury;G. Koperundevi
This paper presents an improved, energy-efficient Model Predictive Current Control (MPCC) strategy based on centroid-based virtual voltage vector synthesis for three-phase inverter-fed induction motor drives in electric vehicle (EV) applications. Unlike conventional finite-set MPCC methods that rely on cost function evaluation over discrete switching states, the proposed approach eliminates the need for look-up tables by employing a pre-defined set of virtual vectors. These centroid-based virtual voltage vectors are synthesized by combining two adjacent active vectors and two nonzero voltage vectors in opposite directions adjacent to the sector replacing the traditional switching set. They approximate the reference voltage vector in both magnitude and phase angle, thereby reducing current tracking error through a simplified cost function. The number of candidate vectors is reduced, preserving computational efficiency. Furthermore, the scheme ensures zero average common-mode voltage (CMV) per sampling interval by completely avoiding zero-voltage vectors (ZVVs). The proposed method reduces torque ripple by up to 17% compared to the conventional approach and lowers stator current total harmonic distortion (THD) by 37%, while ensuring evenly distributed switching transitions among inverter legs. This results in reduced switching losses and enhanced drive efficiency-particularly advantageous in EV applications. Experimental validation under the high-speed extra urban driving cycle (EUDC) and low-speed ECE-R15 cycle, including torque ripple and energy consumption analysis, confirms the effectiveness of the approach, achieving an overall efficiency of 83.3%.
本文提出了一种改进的、节能的模型预测电流控制(MPCC)策略,该策略基于质心虚拟电压矢量合成,适用于电动汽车(EV)中三相变频感应电动机驱动。与传统的有限集MPCC方法不同,该方法依赖于离散切换状态的成本函数评估,该方法通过使用预定义的虚拟向量集来消除查找表的需要。这些基于质心的虚电压矢量是由相邻的两个有源矢量和相邻扇区的两个相反方向的非零电压矢量组合而成的。它们在幅度和相位角上近似参考电压矢量,从而通过简化的成本函数减少电流跟踪误差。减少了候选向量的数量,保持了计算效率。此外,该方案通过完全避免零电压矢量,保证了每个采样间隔的平均共模电压(CMV)为零。与传统方法相比,该方法可将转矩纹波降低17%,将定子电流总谐波失真(THD)降低37%,同时确保逆变器腿之间均匀分布的开关转换。这降低了开关损耗,提高了驱动效率,在电动汽车应用中尤其有利。在高速城市外行驶工况(EUDC)和低速ECE-R15工况下的实验验证,包括转矩脉动和能耗分析,验证了该方法的有效性,总效率达到83.3%。
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引用次数: 0
Improvement of Torque and Loss Characteristics for an In-Wheel Permanent Magnet Motor Based on Dominant Airgap Harmonic 基于优势气隙谐波的轮式永磁电机转矩和损耗特性改进
Pub Date : 2025-09-01 DOI: 10.30941/CESTEMS.2025.00021
Jiawei Ren;Xiaoyong Zhu;Li Quan;Zixuan Xiang
In this paper, a 12/14-pole permanent magnet in-wheel motor is studied for potential in-wheel application, and the torque and loss are improved simultaneously based on designing and optimizing the corresponding dominant harmonics. The key of this study is to evaluate the contributions of harmonics on torque and loss, and further determines the harmonics related to them. Based on this, the torque enhancement factor and loss suppression factor are defined based on the selected dominant harmonics. And, the two factors are set as the optimization objectives, aiming at improving the characteristics of torque and loss. At the same time, to achieve an efficient optimization, a layered optimization method is presented, which includes magnet source layer and permeance layer. Based on the optimization, the motor torque is improved effectively, while the rotor iron loss is also reduced significantly. Then, a prototype motor is manufactured for experimental test. Finally, the simulation analysis and test results verify the validation of the studied motor and the proposed optimization method based on dominant harmonics.
本文研究了一种12/14极永磁轮毂电机的潜在轮毂应用,通过设计和优化相应的主导谐波,同时改善了转矩和损耗。本研究的关键是评估谐波对转矩和损耗的贡献,并进一步确定与之相关的谐波。在此基础上,根据选取的主导谐波定义了转矩增强因子和损耗抑制因子。并将这两个因素作为优化目标,以改善转矩和损耗特性为目标。同时,为了实现高效优化,提出了一种分层优化方法,包括磁源层和磁导层。优化后,电机转矩得到有效提高,转子铁损也显著降低。然后,制作了电机样机进行实验测试。最后,仿真分析和测试结果验证了所研究电机的有效性以及所提出的基于优势谐波的优化方法。
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引用次数: 0
期刊
CES Transactions on Electrical Machines and Systems
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