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Brushless Doubly-Fed Machines:Opportunities and Challenges 被引量:5
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作者 Peng Han Ming Cheng +1 位作者 Sul Ademi Milutin G.Jovanovic 《Chinese Journal of Electrical Engineering》 CSCD 2018年第2期1-17,共17页
The brushless doubly-fed machine(BDFM)is a family of multiport electric machines with two ac electrical ports and a common mechanical port.Different from the conventional singly-fed machines whose synchronous speed is... The brushless doubly-fed machine(BDFM)is a family of multiport electric machines with two ac electrical ports and a common mechanical port.Different from the conventional singly-fed machines whose synchronous speed is solely determined by a single supply frequency and the actual pole pair number,the BDFM has two supply frequencies and two different pole pair numbers to control the rotor speed.By the two accessible electrical ports,all BDFMs are endowed with more degrees of freedom for speed and power control,inherent fault-tolerant capability and high reliability.The BDFM in its broad sense has been extensively investigated as a promising alternative to the conventional slip-ring doubly-fed induction machine(DFIM)during the past decades,for both limited and wide speed range applications.This paper presents a new theoretical framework of the BDFM within which all topological variants can be closely linked by the similarities in working principle.The individualities of each machine topology are presented first,followed by the commonalities such as the modeling techniques,modes of operation,design considerations and control strategies.The challenges are identified and highlighted based on recent developments and possible opportunities are predicted considering the unique nature of this special AC machine type. 展开更多
关键词 brushless doubly-fed machine multiport electric machine modeling techniques modes of operation design considerations control strategies
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Overview of Research and Development Status of Brushless Doubly-Fed Machine System 被引量:5
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作者 Fengge Zhang Siyang Yu +2 位作者 Hao Wang Yutao Wang Dapeng Wang 《Chinese Journal of Electrical Engineering》 2016年第2期1-13,共13页
The brushless doubly-fed machine(BDFM)has been widely used due to its advantages of robustness,reliable operation,ease of maintenance,adjustable power factor,small converter capacity and low cost.BDFM is attractive fo... The brushless doubly-fed machine(BDFM)has been widely used due to its advantages of robustness,reliable operation,ease of maintenance,adjustable power factor,small converter capacity and low cost.BDFM is attractive for use in many applications such as variable frequency speed regulation systems and variable speed constant frequency generation systems.Hence,there is a rapidly growing interest in design and control of BDFM.In this paper,the origin and development of BDFM are reviewed,the structural characteristics of BDFM are discussed at length,the principles of operation and design are analyzed,and the different control methods used for BDFM are overviewed and compared in detail.Finally,challenges and opportunities of BDFM are concluded. 展开更多
关键词 brushless doubly-fed machine structure characteristics rotor type operation principle design feature control method
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Performance Description of Brushless Doubly-Fed Induction Machine in Its Asynchronous and Variable Speed Synchronous Modes 被引量:3
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作者 Hamed Gorginpour Hashem Oraee Richard A. McMahon 《Journal of Electromagnetic Analysis and Applications》 2011年第12期490-511,共22页
Brushless Doubly-Fed Machine has attracted considerable attention in recent years due to its advantages. It has the robustness of the squirrel cage induction machine, and the speed and power factor controllability of ... Brushless Doubly-Fed Machine has attracted considerable attention in recent years due to its advantages. It has the robustness of the squirrel cage induction machine, and the speed and power factor controllability of the synchronous machine as well as the absence of brushes and slip rings, and using a fractionally rated frequency converter. Hence, there are considerable benefits over the conventional machines, when the machine is applied to applications such as a wind turbine generator or high power adjustable speed drive. However, these benefits are obtained in slightly more complex structure, higher cost and larger dimensions in comparison to the conventional induction machine. This paper presents fundamental aspects of the three modes of operation of brushless doubly fed machine, i.e. simple induction mode, cascade induction mode, and synchronous mode. The investigation is performed by analyzing the spatial harmonic contents of the rotor magnetic flux density. The direct cross couplings between stator and rotor fields as well as, indirect cross coupling between stator fields by the special rotor of this machine is described. Furthermore, loss analysis of the machine in various modes is presented and the torque-speed curves for asynchronous modes are obtained. A 2-D magnetodynamic finite element model based on the D-180 4/8 pole prototype machine is extracted and simulated to verify the results. 展开更多
关键词 brushless DOUBLY Fed machine (BDFM) Cascade INDUCTION MODE Direct and Indirect Cross Coupling Nested Loop Rotor Simple INDUCTION MODE Spatial Harmonic SYNCHRONOUS MODE
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Brushless Doubly-Fed Induction Machine as a Variable Frequency Transformer
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作者 Ayman Abdel-Khalik Ahmed Elserougi +1 位作者 Ahmed Massoud Shehab Ahmed 《Journal of Energy and Power Engineering》 2013年第1期110-117,共8页
关键词 无刷双馈电机 变频变压器 感应电机 高压直流系统 转矩控制 转子电路 VFT HVDC
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Parameter Deviation Effect Study of the Power Generation Unit on a Doubly-Fed Induction Machine-based Shipboard Propulsion System 被引量:1
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作者 Kai Ni Yihua Hu Chun Gan 《CES Transactions on Electrical Machines and Systems》 CSCD 2020年第4期339-348,共10页
To lower the difficulty of fault protection,a doubly-fed induction machine based shipboard propulsion system(DFIM-SPS)that is partially power decoupled is presented.In such an intrinsically safe SPS architecture,a syn... To lower the difficulty of fault protection,a doubly-fed induction machine based shipboard propulsion system(DFIM-SPS)that is partially power decoupled is presented.In such an intrinsically safe SPS architecture,a synchronous generator(SG)is employed for power generation,and the accuracy of the parameters of power generation unit(PGU)plays an important role in SPS stable operation.In this paper,the PGU parameter deviations are studied to evaluate the effects on system performance.The models of salient-pole SG,type DC1A excitation system(EXS)and DFIM are illustrated first.Besides,the corresponding control scheme is explained.For the 16 important parameters of PGU,up to 40%of parameter deviations are applied to implement parameter sensitivity analysis.Then,simulation studies are carried out to evaluate the parameter deviation effects on system performance in detail.By defining three parameter deviation effect indicators(PDEIs),the effects on the PGU output variables,which are the terminal voltage and output active power,are studied.Moreover,the increasing rates of PDEIs with different degrees of parameter deviations for the key parameters are analyzed.Furthermore,the overall system performance is investigated for the two most influential PGU parameters.This paper provides some vital clues on SG and EXS parameter identification for DFIM-SPS. 展开更多
关键词 shipboard propulsion system partially power decoupled doubly-fed induction machine synchronous generator parameter deviation
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Performance Analysis of Nested-loop Secondary Linear Doubly-fed Machine Considering End Effects
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作者 Yaping Zhang Jian Ge +4 位作者 Wei Xu Weiye Li Yinglu Luo Shihu Su Yunfeng He 《CES Transactions on Electrical Machines and Systems》 CSCD 2022年第3期298-305,共8页
Nested-loop secondary linear doubly-fed machine(NLS-LDFM) is a novel linear machine evolved from rotary brushless doubly-fed induction machine, which has a good application prospect in linear metro. In order to analyz... Nested-loop secondary linear doubly-fed machine(NLS-LDFM) is a novel linear machine evolved from rotary brushless doubly-fed induction machine, which has a good application prospect in linear metro. In order to analyze the performance of NLS-LDFM, the mechanism and action rules of end effects are investigated in this paper. Firstly, the mechanism of static and dynamic end effects is analyzed in aspect of direct coupling, winding asymmetry and transient secondary current. Furthermore, based on the winding theory for short primary linear machines, the machine parameters are established qualitatively considering pulsating magnetic field of NLS-LDFM. Finally, the NLS-LDFM performance analysis is supplemented by the finite element algorithm(FEA) simulation and experiments under different operating conditions. 展开更多
关键词 Linear doubly-fed machine(LDFM) End effect Parameter analysis Finite element algorithm(FEA)
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Robust Position Observer for Sensorless Direct Voltage Control of Stand-Alone Ship Shaft Brushless Doubly-Fed Induction Generators 被引量:4
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作者 Mohamed G.Hussien Yi Liu Wei Xu 《CES Transactions on Electrical Machines and Systems》 CSCD 2019年第4期363-376,共14页
The aim of this paper is to investigate an adaptive sensorless direct voltage control(DVC)strategy for the stand-alone ship shaft brushless doubly-fed induction generators(BDFIGs).The proposed new rotor position obser... The aim of this paper is to investigate an adaptive sensorless direct voltage control(DVC)strategy for the stand-alone ship shaft brushless doubly-fed induction generators(BDFIGs).The proposed new rotor position observer using the space vector flux relations of BDFIG may achieve the desired voltage control of the power winding(PW)in terms of magnitude and frequency,without any speed/position sensors.The proposed algorithm does not require any additional observers for obtaining the generator speed.The proposed technique can directly achieve the desired DVC based on the estimated rotor position,which may reduce the overall system cost.The stability analysis of the proposed observer is investigated and confirmed with the concept of quadratic Lyapunov function and using the multi-model representation.In addition,the sensitivity analysis of the presented method is confirmed under different issues of parameter uncertainties.Comprehensive results from both simulation and experiments are realized with a prototype wound-rotor BDFIG,which demonstrate the capability and efficacy of the proposed sensorless DVC strategy with good transient behavior under different operating conditions.Furthermore,the analysis confirms the robustness of the proposed observer via the machine parameter changes. 展开更多
关键词 brushless doubly-fed induction generator(BDFIG) direct voltage control(DVC) PW voltage-oriented vector control rotor position observer ship shaft applications.
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Research on Control Strategy of Grid-connected Brushless Doubly-fed Wind Power System Based on Virtual Synchronous Generator Control 被引量:1
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作者 Shuai Liang Shi Jin Long Shi 《CES Transactions on Electrical Machines and Systems》 CSCD 2022年第4期404-412,共9页
The brushless doubly-fed wind power system based on conventional power control strategies lacks ‘inertia’ and the ability to support grid,which leads to the decline of grid stability.Therefore,a control strategy of ... The brushless doubly-fed wind power system based on conventional power control strategies lacks ‘inertia’ and the ability to support grid,which leads to the decline of grid stability.Therefore,a control strategy of brushless doubly-fed reluctance generator(BDFRG) based on virtual synchronous generator(VSG) control is proposed to solve the problem in this paper.The output characteristics of BDFRG based on VSG are similar to a synchronous generator(SG),which can support the grid frequency and increase the system ‘inertia’.According to the mathematical model of BDFRG,the inner loop voltage source control of BDFRG is derived.In addition,the specific structure and parameter selection principle of outer loop VSG control are expounded.The voltage source control inner loop of BDFRG is combined with the VSG control outer loop to establish the overall architecture of BDFRG-VSG control strategy.Finally,the effectiveness and feasibility of the proposed strategy are verified in the simulation. 展开更多
关键词 Virtual synchronous generator brushless doubly-fed relutance generator Grid support ability Voltage source control
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Properties of Brushless DC Machine Induced by Permanent Magnets Applied to a Traction Drive
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作者 Adam St. Jagiello Marek Dudzik 《Journal of Energy and Power Engineering》 2013年第7期1377-1381,共5页
关键词 无刷直流电机 永久磁铁 诱导 驱动器 牵引 应用 属性 永磁同步电机
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Improvement Torque Performances of Interior Permanent-Magnet Machines 被引量:4
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作者 Junqiang Zheng Wenxiang Zhao +2 位作者 Christopher H.T.Lee Jinghua Ji Gaohong Xu 《CES Transactions on Electrical Machines and Systems》 CSCD 2019年第1期12-18,共7页
Due to their excellent efficiency,power density and constant power speed region,interior permanent-magnet(IPM)machines are very suitable for electric vehicles(EVs).This paper proposed a new IPM rotor topology,which ca... Due to their excellent efficiency,power density and constant power speed region,interior permanent-magnet(IPM)machines are very suitable for electric vehicles(EVs).This paper proposed a new IPM rotor topology,which can offer high reluctance torque,wide constant power speed range and excellent overload capability.Besides,five rotor topologies with integral-slot distributed-windings IPM machines,including four existing IPM topologies and the proposed IPM topology,are designed optimally.Their characteristics,which include d-q axis inductances,saliency ratios,electromagnetic torques,corresponding torque ripples,back-electromotive forces(EMFs),overload capabilities and flux weakening performances are evaluated quantitatively.Finally,a three phase 48s8p hybrid rotor PM machine is built to verify the performances of the proposed IPM machine.This work provides some general concepts for machine developers who are willing to build IPM machines for high-performance EV applications. 展开更多
关键词 Flux weakening finite-element analysis(FEA) interior permanent-magnet brushless machine reluctance torque inductance.
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Design and analysis of a dual-stator brushless doubly-fed induction machine with a staggered dual-cage rotor 被引量:2
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作者 CHENG Ming ZENG Yu +1 位作者 YAN XiaoMing ZHANG ChangGuo 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2022年第6期1318-1329,共12页
In this paper,a new dual-stator brushless doubly-fed induction machine with a staggered dual cage rotor is proposed,with emphasis on the general interconnection rule of the conductor bars for the staggered dual cage r... In this paper,a new dual-stator brushless doubly-fed induction machine with a staggered dual cage rotor is proposed,with emphasis on the general interconnection rule of the conductor bars for the staggered dual cage rotor.Since the squirrel cage rotor offers the merits of robustness,reliable structure,high slot filling factor,and low rotor resistance comparing to the wound rotor,it is introduced to the dual-stator brushless doubly-fed induction machine to solve the problems of high copper loss and unreliable rotor structure for the dual-stator brushless doubly-fed induction machine with a wound rotor.The originality of this article is to investigate the interconnection rule of conductor bars between the inner and outer cages.The constraint condition that is supposed to be satisfied is deduced by using the rotating magneto-motive force theory,based on which diverse slot/pole combinations are investigated.The performance comparison between the existing and proposed machines is conducted.Finally,a prototype is designed and fabricated.The experimental results verify the effectiveness of the proposed topology. 展开更多
关键词 brushless doubly-fed machine dual cage rotor DESIGN wind power generation
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不平衡磁拉力作用下无刷双馈电机的转子振动特性研究
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作者 任泰安 吴霞 +3 位作者 吴松荣 阚超豪 田杰 王群京 《电机与控制学报》 EI CSCD 北大核心 2024年第4期102-110,共9页
无刷双馈电机长时间运行会出现转轴弯曲、轴承磨损等状况,导致气隙动偏心,并因此产生不平衡磁拉力,影响转子系统动力学特性。为了研究由不平衡磁拉力引起的转子振动特性问题,建立Jeffcott转子动力学模型,得出考虑不平衡磁拉力作用下转... 无刷双馈电机长时间运行会出现转轴弯曲、轴承磨损等状况,导致气隙动偏心,并因此产生不平衡磁拉力,影响转子系统动力学特性。为了研究由不平衡磁拉力引起的转子振动特性问题,建立Jeffcott转子动力学模型,得出考虑不平衡磁拉力作用下转子系统的振动微分方程组,并对其自由振动响应进行了计算。以某型号无刷双馈电机的样机尺寸为例,分析气隙动偏心状态下电机气隙长度、转子材料及几何尺寸等对电机振动特性的影响,并利用Runge-Kutta法对振动微分方程组进行分析,结果表明:当转子动偏心率较小时,利用该转子系统的振动微分方程组计算出的解析解与数值计算结果吻合较好,转子的一阶振幅误差仅为0.2%,二阶振幅误差为2%,具有较高的精度且计算较为简便,为电机的高可靠运行提供理论支撑。 展开更多
关键词 无刷双馈电机 转子系统 动偏心 振动特性 不平衡磁拉力
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基于端部绕组模块的定子励磁无刷电机冷却方法
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作者 花为 张志恒 +2 位作者 朱新凯 王玉彬 李祥林 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第1期240-250,共11页
为了提升定子励磁无刷电机的冷却能力,提出了一种基于端部绕组模块的定子励磁无刷电机冷却方法.在电机端部绕组和定子铁芯叠片端部的间隙中插入端部绕组冷却(EWC)模块,以减小定子绕组热点区域和冷却介质之间的间隙,从而提高端部绕组的... 为了提升定子励磁无刷电机的冷却能力,提出了一种基于端部绕组模块的定子励磁无刷电机冷却方法.在电机端部绕组和定子铁芯叠片端部的间隙中插入端部绕组冷却(EWC)模块,以减小定子绕组热点区域和冷却介质之间的间隙,从而提高端部绕组的冷却能力.对非重叠式集中绕组长度计算模型进行改进,评估采用EWC模块前后电机定子电枢绕组长度的变化,分析EWC模块的电导率对电机定子损耗的影响.采用计算流体动力学(CFD)模型,对比EWC模块在不同铜耗和励磁源损耗密度下的冷却性能.结果表明,采用EWC模块可以使端部绕组的稳态温升降低约50%,热态时的绕组电阻降低7.51%,从而改善了定子的冷却条件. 展开更多
关键词 定子励磁无刷电机 端部绕组 冷却设计 热态电阻
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无刷双馈电机研究综述与展望
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作者 于克训 陈曦 +2 位作者 谢贤飞 赵探探 潘卫东 《电工技术学报》 EI CSCD 北大核心 2024年第2期397-422,共26页
无刷双馈电机具有结构可靠、变频器容量小等优势,非常适合灵活运行于防爆、易燃等特殊或极端工况,近年来受到广泛关注。该文根据无刷双馈电机的基本工作原理,明确了该类电机的命名原则与规范名称;总结了现有定转子方案的结构及性能特点... 无刷双馈电机具有结构可靠、变频器容量小等优势,非常适合灵活运行于防爆、易燃等特殊或极端工况,近年来受到广泛关注。该文根据无刷双馈电机的基本工作原理,明确了该类电机的命名原则与规范名称;总结了现有定转子方案的结构及性能特点,综合考虑性能指标与结构工艺,提出了转子双套绕组的发展方向;梳理了无刷双馈电机的稳态等效电路模型及基于各类数学模型的优化设计方法,针对现存难以完整考虑不同转速工况性能的不足,阐明了利用新型同步-异步相串联等效电路进行优化设计的思路;对比分析了经典及新近出现的无刷双馈电机控制系统拓扑和控制策略特点,面向典型电动、发电工况建立了完整的电机及控制系统。最后,对无刷双馈电机的上述理论研究问题及工业应用的发展方向进行了总结阐述,为该类电机的深入研究及加快推广应用提供参考和指导。 展开更多
关键词 无刷双馈电机 命名原则 定转子方案 等效电路 优化设计 控制系统
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基于自抗扰控制的圆纬机恒张力输纱控制系统设计
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作者 彭来湖 谢国旺 戴宁 《纺织学报》 EI CAS CSCD 北大核心 2024年第1期211-219,共9页
针对当前圆纬机积极式送纱方式中存在的纱线张力及输送速度不可任意调节、纱线张力波动大等问题,提出了一种可为圆纬机输送恒定张力纱线的输纱控制系统。构建了以无刷直流电动机速度环为内环、以纱线张力为外环的纱线恒张力双闭环反馈... 针对当前圆纬机积极式送纱方式中存在的纱线张力及输送速度不可任意调节、纱线张力波动大等问题,提出了一种可为圆纬机输送恒定张力纱线的输纱控制系统。构建了以无刷直流电动机速度环为内环、以纱线张力为外环的纱线恒张力双闭环反馈控制系统,通过自抗扰控制技术获取纱线实时动态指标,并对无刷直流电动机目标转速进行调整,最后通过磁场定向控制技术驱动无刷直流电动机。详细阐述了纱线张力的形成机制、纱线恒张力输送控制方案、系统硬件设计及控制算法。输纱测试表明,该控制系统可实现多种类型纱线的恒定张力输送。其中,棉纱张力波动标准差为1.5 cN(300 m/min测试条件),氨纶包芯纱的张力波动标准差为0.33 cN(240 m/min测试条件)。输纱速度的调节范围为0~600 m/min,纱线张力的控制范围为2.0~50.0 cN。 展开更多
关键词 恒张力 输纱器 无刷直流电动机 磁场定向控制 自抗扰控制 圆纬机
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Spiral Vector Modeling of Brushless Doubly-fed Induction Machines with Short-circuited Rotor Windings
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作者 Peng Han Ming Cheng +1 位作者 Zhiwei Zhang Peng Peng 《Chinese Journal of Electrical Engineering》 CSCD 2021年第3期29-41,共13页
A unified spiral vector model is presented that can be used to assist the finite element method-based performance analysis of brushless doubly-fed induction machines with various short-circuited rotor windings.Specifi... A unified spiral vector model is presented that can be used to assist the finite element method-based performance analysis of brushless doubly-fed induction machines with various short-circuited rotor windings.Specifically,magnet-free brushless doubly-fed induction machines working in doubly-fed or singly-fed synchronous mode are investigated.A dynamic model in spiral vector notation is developed,based on which the torque-angle and power-angle characteristics are derived.It is shown that the investigated brushless machines are equivalent to a traditional non-salient-pole synchronous machine with brushes.By introducing a conversion factor,they can also be analyzed with methods similar to the conventional phasor theory.A comparison is made between the brushless doubly-fed induction machine and non-salient-pole wound-field synchronous machine with brushes,revealing that the performance of the brushless machine degrades faster when the laminated core is saturated.A scaled-down prototype is tested to validate the effectiveness of the theoretical analysis. 展开更多
关键词 AC machine brushless machine MODELING performance evaluation synchronous machine
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基于PLC及机器视觉的无刷电机负载性能自动测试系统设计
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作者 柴进 王燕 雷乾勇 《科技创新与应用》 2024年第18期140-143,共4页
该文主要介绍一种基于H5U小型PLC控制及机器视觉自动识别电机装夹位置的负载性能自动测试系统设计方法,可应用于无刷直流微特电机的终检阶段,通过上位机进行测试数据处理,评判电机负载性能的合格度。该系统设计无刷电机负载自动加载结构... 该文主要介绍一种基于H5U小型PLC控制及机器视觉自动识别电机装夹位置的负载性能自动测试系统设计方法,可应用于无刷直流微特电机的终检阶段,通过上位机进行测试数据处理,评判电机负载性能的合格度。该系统设计无刷电机负载自动加载结构,并采用PLC进行精确动作、信号及试验流程控制;基于机器视觉识别,精确找正电机联轴器位置并自动对中装夹;此外,该系统还利用LabVIEW开发上位机程序,用于测试数据的采集和分析。经验证,该自动测试系统及方法符合无刷电机测试技术要求。 展开更多
关键词 PLC 机器视觉 无刷电机 负载性能 自动测试
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Influence of DSP controller on performance of a permanent magnet brushless AC drive in flux-weakening mode
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作者 HOWE D. 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第2期83-89,共7页
The flux-weakening performance of a permanent magnet brushless AC drive was investigated using both floating-point and fixed-point DSP controllers. A significant current oscillation was observed when the drive was ope... The flux-weakening performance of a permanent magnet brushless AC drive was investigated using both floating-point and fixed-point DSP controllers. A significant current oscillation was observed when the drive was operated at high-speed in the flux-weakening mode with the fixed-point DSP. The investigation showed that this was due to the on-line compensation of the winding resistance voltage drop and quantisation errors associated with the fixed-point architecture of the DSP. A simple look-up table scheme is proposed to eliminate the oscillation and to achieve extended flux-weakening capability. 展开更多
关键词 数字信号处理器 电磁感应 永久性磁铁 流量减弱 电子机械
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基于DSP的直流无刷电机控制系统探究 被引量:2
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作者 侯伟 刘强锋 段峻 《内燃机与配件》 2023年第12期65-67,共3页
针对于电动车辆的快速普及,且有着广阔的市场前景。本文主要研究永磁电动汽车用无刷直流电机的控制技术。分析了电动汽车的系统结构,车用直流电机控制原理及控制方法。其次对电机驱动系统具体的硬件电路进行了设计,然后完成了基于DSP的... 针对于电动车辆的快速普及,且有着广阔的市场前景。本文主要研究永磁电动汽车用无刷直流电机的控制技术。分析了电动汽车的系统结构,车用直流电机控制原理及控制方法。其次对电机驱动系统具体的硬件电路进行了设计,然后完成了基于DSP的控制程序的软件设计。最后,通过实验验证了本控制系统软硬件设计的合理性,对实验数据进行了分析证明了系统运行的稳定性和可靠性。 展开更多
关键词 电动汽车 永磁无刷直流电机 DSP芯片 电机控制
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基于PSO的GPC-PID的细纱机锭速控制算法 被引量:2
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作者 王延年 范昊 +1 位作者 李鹏程 王栋 《西安工程大学学报》 CAS 2023年第2期9-16,共8页
针对细纱机在卷绕过程中由于纱线张力波动较大而导致的断头问题,提出了粒子群优化(particle swarm optimization,PSO)算法优化控制GPC-PID的锭子转速。首先,引入广义预测控制PID(GPC-PID)算法来控制锭子转速,并实时对PID进行参数整定,... 针对细纱机在卷绕过程中由于纱线张力波动较大而导致的断头问题,提出了粒子群优化(particle swarm optimization,PSO)算法优化控制GPC-PID的锭子转速。首先,引入广义预测控制PID(GPC-PID)算法来控制锭子转速,并实时对PID进行参数整定,从而实时控制细纱机锭速。然后,引入PSO算法来提高GPC-PID的预测精度。最后,通过仿真实验,将常规的GPC-PID控制与PSO算法优化的GPC-PID控制进行比较。结果表明,锭子无刷直流电机在经PSO算法优化后的GPC-PID算法控制下,系统的快速性和稳定性都有一定提高,锭子的转速和转矩得到有效控制,纱线张力波动较小,降低了细纱卷绕过程中的断头率,证明了粒子群优化GPC-PID控制算法的优越性。 展开更多
关键词 细纱机锭速 纱线张力 PID算法 广义预测控制算法 粒子群优化算法 无刷直流电机
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