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基于模糊BP神经网络的智能轮椅BLDCM控制
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作者 李未 刘虎 孙大文 《微电机》 2024年第1期26-31,共6页
现阶段多数轮椅电机仍使用传统PID控制,该控制方式存在控制精准度较低、超调量较大以及抗扰动能力差等问题。为解决以上问题,通过对无刷直流电机进行研究,在分析了其控制方法后,提出一种基于模糊BP神经网络的BLDCM控制方法。首先,研究了... 现阶段多数轮椅电机仍使用传统PID控制,该控制方式存在控制精准度较低、超调量较大以及抗扰动能力差等问题。为解决以上问题,通过对无刷直流电机进行研究,在分析了其控制方法后,提出一种基于模糊BP神经网络的BLDCM控制方法。首先,研究了BLDCM结构并搭建数学模型。其次,在模型基础上构建了模糊BP神经网络PID控制器。最后,在Matlab/Simulink中搭建整个电机控制系统进行三种不同工况下的运动控制仿真,并与传统PID控制算法进行对比。实验结果表明:模糊BP神经网络PID控制策略能获得更好的PID控制参数,具有良好的抗扰动能力,有效的改善了整个轮椅控制系统的动态性能。 展开更多
关键词 无刷直流电机 PID控制 模糊BP神经网络 MATLAB/SIMULINK
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基于参数自整定模糊PID的BLDC控制研究
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作者 张伟 李昕涛 +2 位作者 王茹愿 杨辉 李明怡 《微电机》 2024年第2期31-35,共5页
为解决传统PID控制在无刷直流电机调速系统中的控制精度低、效果不佳等问题,设计了一种基于参数自整定模糊PID控制的调速系统。通过在Matlab/Simulink仿真软件中建立了无刷直流调速系统的模型,分别采用传统PID控制、模糊PID控制和参数... 为解决传统PID控制在无刷直流电机调速系统中的控制精度低、效果不佳等问题,设计了一种基于参数自整定模糊PID控制的调速系统。通过在Matlab/Simulink仿真软件中建立了无刷直流调速系统的模型,分别采用传统PID控制、模糊PID控制和参数自整定模糊PID控制来对转速环进行调控,而电流环则采用PID控制。通过对比研究结果发现,采用参数自整定模糊PID控制的调速系统具有许多优势。系统的超调量较小,控制效果较好,同时提高了系统的鲁棒性。通过搭建模型并进行仿真实验,证明了采用参数自整定模糊PID控制的调速系统在解决无刷直流电机调速系统控制精度低、效果不佳等问题方面具有优势。这一方法能够有效提升系统的控制性能,并增强系统的鲁棒性。该无刷直流电机的调速系统可以稳定、可靠运行,满足使用需求。 展开更多
关键词 无刷直流电机 参数自整定 模糊PID控制
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基于田口法多目标优化BLDCM
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作者 弥伟 《微特电机》 2024年第8期26-30,35,共6页
为了解决高效多目标优化电机输出性能的问题,采用田口法优化算法,以BLDCM为例,以初始设计参数为基础,按电机的输出转矩、转矩脉动和铁损作为待优化性能指标,设计了优化目标函数。将定子内径、槽深、槽开口、齿宽和气隙等关键结构参数设... 为了解决高效多目标优化电机输出性能的问题,采用田口法优化算法,以BLDCM为例,以初始设计参数为基础,按电机的输出转矩、转矩脉动和铁损作为待优化性能指标,设计了优化目标函数。将定子内径、槽深、槽开口、齿宽和气隙等关键结构参数设为优化变量,设计了正交试验,通过计算信噪比响应值并结合敏感性分析,筛选出稳定且满足设计要求的参数组合,确定最优的优化参数方案。针对优化前后的目标参数变化用有限元进行分析,证明该方法的合理性。 展开更多
关键词 无刷直流电机 正交试验 田口法 转矩 多目标优化
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开绕组BLDCM直接转矩控制电压矢量特性研究
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作者 华文韬 杨建飞 +6 位作者 邱鑫 陈秋仲 刘业 胡伦 周锴 刘畅 陈洪生 《微特电机》 2024年第4期8-15,共8页
基于直接转矩控制(DTC)的开绕组无刷直流电机(BLDCM)具有运行效率高、电压矢量多样、控制结构简单等优点,适用于工业领域。根据共直流母线开绕组BLDCM控制拓扑搭建了相应的数学模型,对该拓扑下电压矢量的特性进行理论分析及分类,并将电... 基于直接转矩控制(DTC)的开绕组无刷直流电机(BLDCM)具有运行效率高、电压矢量多样、控制结构简单等优点,适用于工业领域。根据共直流母线开绕组BLDCM控制拓扑搭建了相应的数学模型,对该拓扑下电压矢量的特性进行理论分析及分类,并将电压幅值不为零的电压矢量分为大、中、小三类。分析结果表明:在相同的运行条件下,大矢量作用下转矩变化率最大,小矢量作用下转矩变化率最小,中矢量居于两者之间。仿真结果验证了理论分析的正确性和控制方法的可行性。 展开更多
关键词 无刷直流电机 开绕组 直接转矩控制 两相导通 电压矢量
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New Method to Restrain Pumping Voltage of Braking Procedure for Brushless DC Motor of Electric Armored Vehicle 被引量:3
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作者 郑慕侨 宋小庆 +1 位作者 孙德福 臧克茂 《Journal of Beijing Institute of Technology》 EI CAS 2002年第2期137-141,共5页
In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pu... In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pumping voltage and PWM ratio is derived and a new digital control method to restrain the pumping voltage by changing PWM ratio is put forward. Because the capacitance is decreased effectively, the volume of controller is reduced and the performance to price ratio is improved. The results of computer simulation and experiment proved that this method is feasible and valid. 展开更多
关键词 electrical armored vehicle brushless dc motor regenerative braking
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Simulation Research of Fault Model of Detecting Rotor Dynamic Eccentricity in Brushless DC Motor Based on Motor Current Signature Analysis 被引量:12
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作者 赵向阳 葛文韬 《中国电机工程学报》 EI CSCD 北大核心 2011年第36期I0011-I0011,共1页
基于Ansoft/Maxwell设置动态偏心故障,建立求解电机电感和磁链的有限元模型,通过仿真,证明了将感应电机动态偏心故障的特征频率经过简化后,同样适用于无刷直流电动机。基于Ansoft/Simplorer建立无刷直流电动机系统的仿真模型。在... 基于Ansoft/Maxwell设置动态偏心故障,建立求解电机电感和磁链的有限元模型,通过仿真,证明了将感应电机动态偏心故障的特征频率经过简化后,同样适用于无刷直流电动机。基于Ansoft/Simplorer建立无刷直流电动机系统的仿真模型。在电机稳态运行下,对定子电流进行傅里叶分析,研究并建立基于定子电流监测动态偏心故障的仿真模型:动态偏心故障与特征频率的关系、动态偏心故障程度与特征频率幅值的关系。进而研究了无刷直流电动机稳态运行时转速波动对偏心故障监测的影响。仿真结果表明,转子偏心程度加大,特征频率的幅值增加。 展开更多
关键词 电机转子 故障检测 电流特征 偏心 直流 仿真 模型 机械故障
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Anti-reverse rotation startup method for sensorless brushless DC motor
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作者 林明耀 张智尧 +1 位作者 林克曼 周谷庆 《Journal of Southeast University(English Edition)》 EI CAS 2009年第2期199-202,共4页
In order to start up the brushless DC motor (BLDCM) without reverse rotation and smoothly switch the running state of the motor, a novel startup and smoothly switching method for a sensodess BLDCM is presented. Base... In order to start up the brushless DC motor (BLDCM) without reverse rotation and smoothly switch the running state of the motor, a novel startup and smoothly switching method for a sensodess BLDCM is presented. Based on the saturation effect of the stator iron, six short voltage pulses are applied to determine the initial rotor position and the rotor can be found within 60°. After that, a series of short and long voltage pulses are used to accelerate the motor and the variation of the response current is utilized to detect the rotor position dynamically. When the motor reaches a certain speed at which the back-electromotive force (EMF) method can be applied, all the power devices are turned off and the running state of the motor is smoothly switched at the moment determined by the relationship between the terminal voltage waveform and the commutation phases. The experimental results verify the feasibility and validity of the proposed method. 展开更多
关键词 brushless dc motor sensorless control anti-reverse rotation back-electromotive force switch
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EFFECTIVE DOUBLE LOOP CONTROL FOR A SQUARE WAVE BRUSHLESS DC MOTOR
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作者 周波 李先祥 朱震莲 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1996年第2期34+30-33,共5页
A new type of brushless DC motor has been developed by using a square wave rare earth permanent magnet synchronous motor with its double loop control circuit. The double loop control scheme of the drive system yie... A new type of brushless DC motor has been developed by using a square wave rare earth permanent magnet synchronous motor with its double loop control circuit. The double loop control scheme of the drive system yields a combination of desired characteristics including simplified control structure, small ripple torque, high speed accuracy, wide operating speed range, and fast dynamic response. Experimental results confirm excellent characteristics of the motor. 展开更多
关键词 synchronous motors speed control systems INVERTERS brushless dc motor double loop control square wave motors
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基于龙伯格观测器的BLDC滑模控制系统仿真研究
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作者 王南越 尹明德 +3 位作者 周兆钟 肖杰 王立成 杨明 《电机与控制应用》 2023年第10期24-30,38,共8页
针对无刷直流电机(BLDC)负载频繁改变导致电机调速性能差的问题,提出了一种基于负载转矩观测器的速度滑模控制方法。速度环采用滑模变结构控制方法,基于改进指数趋近律设计了速度滑模控制器;同时为了减小负载转矩扰动对电机运行状态的影... 针对无刷直流电机(BLDC)负载频繁改变导致电机调速性能差的问题,提出了一种基于负载转矩观测器的速度滑模控制方法。速度环采用滑模变结构控制方法,基于改进指数趋近律设计了速度滑模控制器;同时为了减小负载转矩扰动对电机运行状态的影响,基于龙伯格观测器设计了负载转矩观测器,通过观测器来估计实际的负载转矩并将观测器的输出前馈给速度滑模控制器来抵消负载转矩扰动的影响。为了验证提出方案的有效性,在MATLAB/Simulink仿真环境上搭建了仿真模型并进行了仿真分析,仿真结果表明基于负载转矩观测器和速度滑模控制器的无刷直流电机系统有着优异的性能,与传统PI控制相比,抗扰能力强、恢复时间短、转速响应快,证明了提出方案的有效性。 展开更多
关键词 无刷直流电机 PI控制 龙伯格观测器 滑模控制 前馈补偿
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Robust Control Strategy for the Speed Control of Brushless DC Motor 被引量:9
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作者 Zhi Liu Bai-Fen Liu 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第2期90-94,共5页
Brushless DC motor ( BLDCM) speed servo system is multivariable,nonlinear and strong coupling. The parameter variation, the cogging torque and the load disturbance easily influence its performance. Therefore,it is dif... Brushless DC motor ( BLDCM) speed servo system is multivariable,nonlinear and strong coupling. The parameter variation, the cogging torque and the load disturbance easily influence its performance. Therefore,it is difficult to achieve superior performance by using the conventional PID controller. To solve the deficiency,the paper represents the algorithm of active-disturbance rejection control ( ADRC) based on back-propagation ( BP) neural network. The ADRC is independent on accurate system and its extended-state observer can estimate the disturbance of the system accurately. However,the parameters of Nonlinear Feedback ( NF) in ADRC are difficult to obtain. So in this paper,these parameters are self-turned by the BP neural network. The simulation and experiment results indicate that the ADRC based on BP neural network can improve the performances of the servo system in rapidity,control accuracy,adaptability and robustness. 展开更多
关键词 brushless dc motor ( bldcM) BP ( back propagation algorithms) ADRC ( active-disturbance rejection control) parameters self-turning.
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An Advance Commutation Control Method for Low Torque Ripple of Brushless DC Motors 被引量:6
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作者 SHI Jian Li Tiecai 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0016-I0016,18,共1页
该文给出一种优化的无刷直流电动机变母线电压六拍控制方法。既解决了传统六拍控制策略中由于绕组电感所造成的电流滞后问题,又改善了由于换相所造成的电流脉动问题。该方法是通过在每两拍之间插入一小段缓冲区来实现的,该缓冲区使下一... 该文给出一种优化的无刷直流电动机变母线电压六拍控制方法。既解决了传统六拍控制策略中由于绕组电感所造成的电流滞后问题,又改善了由于换相所造成的电流脉动问题。该方法是通过在每两拍之间插入一小段缓冲区来实现的,该缓冲区使下一拍将要切入的电流提前切入,同时使当前拍将要切出的电流延迟切出。通过确定缓冲区的起始位置,即超前换相角的大小,保证每一拍所对应的相电流的中心和反电动势的中心重合。通过选取缓冲区开关器件PWM调制的占空比,降低电机运行过程中的换相转矩脉动。该文方法只需根据负载大小选取超前换相角,一旦选定适用于所有转速。文中给出了该方法的理论推导过程和实验验证波形,从实验结果可以发现,电流滞后被消除,换相电流脉动显著减小,电机的利用率得到提高。 展开更多
关键词 换相转矩脉动 换相控制 无刷直流电机 无刷直流电动机 直流母线电压 bldcM 绕组电感 相电流
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Comparative Study between the PID Regulator and the Fuzzy Regulator Applied to the Operation of a Brushless DC Motor 被引量:2
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作者 Mamadou Sall Abdoulaye Kebe +1 位作者 Ibrahima Gueye Moustapha Diop 《Energy and Power Engineering》 2021年第11期365-376,共12页
This paper presents the results of research on speed regulation of a brushless DC motor</span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;">&l... This paper presents the results of research on speed regulation of a brushless DC motor</span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">. </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">This is mainly a comparative study between a PID regulator and a fuzzy regulator applied to the operation of this type of engine in order to find the best control. The BLDC engine must operate under various speed and load conditions with improved performance and robust and complex speed control. Because of this complexity, the traditional PID command encounters difficulties in controlling the speed of a BLDC. Another control technique is currently developing and is producing good results. This is the fuzzy controller that handles process control problems, that is, managing a process based on a given set point per action on the variables that describe the process. To achieve the desired results, the brushless DC machine model will be studied. With the model obtained, both types of regulator will be tested. A synthesis of the observed comparison results will enable a conclusion to be drawn on the performance of the two types of regulators driving a BLDC (Brushless DC)</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">. 展开更多
关键词 Fuzzy Logic Controller PID Controller brushless dc motor dc motor
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A New Method for Reducing Commutation Torque Ripples in BLDC Motors 被引量:1
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作者 ZHANG Xiang jun, CHEN Bo shi School of Electromechanical Engineering and Automation, Shanghai University, Shanghai 200072, China 《Journal of Shanghai University(English Edition)》 CAS 2001年第1期71-75,共5页
A new compensation method and an algorithm for compensating for the commutation torque ripples of the trapezoidal EMF brushless DC motor are put forward. Simulation and experimental results show that this method is co... A new compensation method and an algorithm for compensating for the commutation torque ripples of the trapezoidal EMF brushless DC motor are put forward. Simulation and experimental results show that this method is correct and practical. 展开更多
关键词 sensorless drive trapezoidal EMF brushless dc motor commutation torque ripple
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Sensorless Control of BLDC Motors Based on Variation Behavior of Winding Inductances 被引量:4
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作者 SHI Tingna WU Zhiyong ZHANG Qian CHEN Wei XIA Changliang 《中国电机工程学报》 EI CSCD 北大核心 2012年第27期I0005-I0005,共1页
关键词 线圈电感 基于行为 dc电机 无传感器 无刷直流电动机 控制 无刷直流电机 周期性
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A neural network-based commutation optimization strategy and drive system design for brushless DC motor 被引量:1
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作者 Liu Yuxiang Yao Zhaolin +3 位作者 Yuan Fang Liu Ming Li Xiang Zhang Xu 《High Technology Letters》 EI CAS 2021年第4期448-453,共6页
An optimized commutation method based on backpropagation(BP)neural network is proposed to resolve the low stability and high-power consumption caused by inaccurate commutation point prediction in conventional commutat... An optimized commutation method based on backpropagation(BP)neural network is proposed to resolve the low stability and high-power consumption caused by inaccurate commutation point prediction in conventional commutation strategy during acceleration and deceleration.This article also builds a complete brushless DC motor drive system based on the GD32F103 micro control unit(MCU),with an Artix-7 XC7A35T field programmable gate array(FPGA)to meet the performance requirements of neural network calculation for real-time motor commutation control.Experimental results show that the proposed optimization strategy can effectively improve the system stability during system acceleration and deceleration,and reduce the current spikes generated during speed chan-ges.The system power consumption is reduced by about 11.7%on average. 展开更多
关键词 brushless dc motor senseless control back electromotive force neural network hardware implantation field programmable gate array(FPGA)
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Design and implementation of a position sensorless control method for brushless DC motors
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作者 朱成礼 wang yan-zhong 《Journal of Chongqing University》 CAS 2016年第2期43-51,共9页
Because brushless direct current(BLDC) motors have the advantages of a compact size, high power density, high efficiency, and long operating life time, they are widely used in many industrial products and electric tra... Because brushless direct current(BLDC) motors have the advantages of a compact size, high power density, high efficiency, and long operating life time, they are widely used in many industrial products and electric traction systems. It is known that the BLDC motors have no brushes for commutation. They are commutated with electronically commutation. So, the rotor position information of the BLDC motors must be known to understand which winding will be energized according to the energizing sequence. In most of the existing BLDC motor drivers, rotor position information is detected by Hall effect sensors. This kind of mechanical position sensors will bring additional connections and costs, reliability decrease and noise increase. In order to improve the control performance and extend the range of speed regulation for BLDC motors, a position sensorless control method is proposed in this paper. In the proposed control method, rotor position information of the BLDC motors is detected from the back electromagnetic forces(back-EMFs) which are estimated by an unknown-input observer with line to line currents and line to line voltages. For the purpose of verifying the effectiveness of the proposed control method, a model is built and simulated on the Matlab/Simulink platform. The simulation results show that the speed regulation performance of BLDC motors is improved compared with using Hall effect sensors. At the same time, the reliability of the BLDC motors is improved and the costs of them are reduced because the position sensor is eliminated. 展开更多
关键词 brushless dc motor brushless direct current(bldc) speed control position sensorless INVERTER
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Analysis of torque-current characteristic of brushless DC motor driven by three-phase H-bridge
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作者 尚静 邹继斌 胡建辉 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2000年第3期80-83,共4页
Presents the simulation and analysis of the steady state characteristic of a brushless DC motor studies the torque current characteristic of the motor as well and discusses the design of a current measure circuit for ... Presents the simulation and analysis of the steady state characteristic of a brushless DC motor studies the torque current characteristic of the motor as well and discusses the design of a current measure circuit for torque controlling. 展开更多
关键词 brushless dc motor STEADY state characteristic simulation
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Analysis of Torque Ripple of Permanent Magnet Brushless DC Motor
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作者 张志忠 孙力 陆永平 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1997年第2期89-94,共6页
Torque tripple has significant effect on performance of permanent magnet brushless DC motor. This paper presents a mathematical model built for such a motor, the analysis of torque tripple for a brushless DC motor wit... Torque tripple has significant effect on performance of permanent magnet brushless DC motor. This paper presents a mathematical model built for such a motor, the analysis of torque tripple for a brushless DC motor with sinusoidal flux distribution, which is verified by torque tripple experiments run with a test motor, and equations developed for torque tripple resulting from different sator current errors. 展开更多
关键词 PERMANENT MAGNET brushless dc motor TORQUE RIPPLE Park transfer sinusoidal flux distribution
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High temperature brushless DC motor system and its operation mode control
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作者 邹继斌 胡建辉 徐永向 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2001年第4期320-323,共4页
The high temperature (175 ℃) operation of a motor spells out special requirements for control algorithms, materials and elements. The stability of motor characteristic is guaranteed by the digital control strategy. C... The high temperature (175 ℃) operation of a motor spells out special requirements for control algorithms, materials and elements. The stability of motor characteristic is guaranteed by the digital control strategy. Constant velocity operation is achieved by phase locked loop (PLL), and constant power operation is achieved by a current restricting circuit. A motor for constant speed and constant power operation has been built and the speed control system is tuned by MATLAB simulation. Experimental and simulation results for operation mode control of brushless DC motor are presented. 展开更多
关键词 brushless dc motor high temperature PLL PWM
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Analysis of the Magnetic Flux Density, the Magnetic Force and the Torque in a 3D Brushless DC Motor
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作者 Majid Pakdel 《Journal of Electromagnetic Analysis and Applications》 2009年第1期1-5,共5页
As permanent magnet motors and generators produce torque, vibration occurs through the small air gap due to the alternating magnetic forces created by the rotating permanent magnets and the current switching of the co... As permanent magnet motors and generators produce torque, vibration occurs through the small air gap due to the alternating magnetic forces created by the rotating permanent magnets and the current switching of the coils. The magnetic force can be calculated from the flux density by finite element methods and the Maxwell stress tensor in cy-lindrical coordinates. In this paper the magnetic flux density, the magnetic force and the torque of a real three dimen-sional brushless DC motor are simulated using Maxwell 3 D V 11.1. 展开更多
关键词 brushless dc motor FINITE Element ANALYSIS MAXWELL 3 D V 11.1
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