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1.88kW BLDC Sensorless FOC with Adaptive Sliding Mode Observer

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Mendeley Data2024-01-31 更新2024-06-28 收录
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This dataset is in support of my planned research paper shortly to be submitted to "IEEE Transactions on Power Electronics".The results contained in this dataset are graphs which give intutive idea on the control characteristics, whether the pole/zero is on the imaginary axis or the right half plane. The switching frequency for these controllers is generally 20 kHz or more.In this dataset, switching frequency has been increased from 20 kHz to 1MHZ , at 26 different PWM frequencies and the comparison of the resulting characteristics are drawn.BLDC motors ae used in medical industry ,ventillators, solar trackers, CNC servodrives, industrial robots, automative, electric vehicles- autos, rickshaws etc.Using this dataset, any industrial engineer can decide whether to run at that frequency or not. So, this study comes in handy to decide when designing in practice for industries and also for academia purposes.The speed and the position estimation of BLDC is done using the sensorless vector control method i.e., Field Oriented control (FOC) with the addition of SMO observer which gives the estimation of speed and the sensorless rotor position. The switching pattern of the 3-phase inverter is implemented using space vector modulation.DIfferences in this paper dataset can be seen as the author has included following , with analysis which can be drawn from seeing attached graphs -performance comparison using Sliding Mode Observer (SMO) at different frequencies.PWM switching frequency is varied 26 times from 20 kHz to 1 MHz , - will help decide MOSFETs switching frequency.Of course, the Rdson, dc link inverter voltage ,other practical parameters etc has been taken into consideration (not submitted here) bu some analysis related to it,you may find in the authors Transaction paper.Separate results at all these 26 frequenciesStability Margins - Gain/PhaseOpen Loop Control PerformanceTransfer Function CompensationClosed loop TuningRoot Locus of Uncompensated System and Compensated SystemBode Plot - magnitude and phasePole Zero Map of Uncompensated System and Compensated SystemUnit-Step Response of Uncompensated System and Compensated SystemNyquist plot of Uncompensated System and Compensated SystemNichols chart of Uncompensated System and Compensated SystemImpulse Response of Uncompensated System and Compensated SystemSinusoidal ExcitationAll this is implemented on 32-bit Real-Time microcontroller. The pins usage not mentioned here are used for other General-Purpose-CAN,USB, RS485 etc.

本数据集用于支撑即将提交至《IEEE电力电子汇刊》(IEEE Transactions on Power Electronics)的研究论文。本数据集包含的结果均为可视化图表,可直观展现控制器的控制特性,包括极点/零点位于虚轴还是右半平面。此类控制器的开关频率通常为20 kHz及以上。本数据集将开关频率从20 kHz拓展至1 MHz,共覆盖26种不同的PWM(脉冲宽度调制,Pulse Width Modulation)频率,并对所得特性进行了对比分析。无刷直流电机(BLDC, Brushless DC Motor)已广泛应用于医疗行业、呼吸机、太阳能跟踪系统、CNC伺服驱动、工业机器人、汽车及电动汽车、电动三轮车等诸多领域。借助本数据集,工业工程师可快速决策是否采用对应频率运行,可为工业实践设计与学术研究提供实用参考。本数据集采用滑模观测器(SMO, Sliding Mode Observer)结合磁场定向控制(FOC, Field Oriented Control)的无传感器矢量控制方案,实现BLDC电机的转速与位置估计,其中滑模观测器可准确估算转速与无传感器转子位置。三相逆变器的开关调制采用空间矢量调制(SVM, Space Vector Modulation)方案实现。本数据集的独特之处在于作者纳入了以下可通过附带图表进行分析验证的内容:不同频率下滑模观测器的性能对比;将PWM开关频率从20 kHz调整至1 MHz,共26个档位,可辅助确定MOSFET的最优开关频率。此外,研究已考虑Rdson、直流母线逆变器电压等实际参数(本数据集未完整展示相关细节,相关详细分析可参见作者已投稿的《IEEE电力电子汇刊》论文)。本数据集包含26种频率下的独立结果,具体包括:稳定裕度——增益裕度与相位裕度、开环控制性能、传递函数补偿、闭环整定、未补偿系统与补偿系统的根轨迹、幅频与相频特性伯德图、未补偿系统与补偿系统的极零点分布图、未补偿系统与补偿系统的单位阶跃响应、未补偿系统与补偿系统的奈奎斯特图、未补偿系统与补偿系统的尼科尔斯图、未补偿系统与补偿系统的冲激响应、正弦激励响应。所有实验均基于32位实时微控制器完成,未提及引脚用途的引脚被用于通用CAN、USB、RS485等外设接口。

创建时间:
2024-01-31
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