A novel weighting factor determined method of model predictive torque control for permanent magnet synchronous motor

IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Tao Yang, Yiming Wang, Yiru Miao, Qiwei Xu, Qiang Guo
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Abstract

In the cost function of model predictive torque control (MPTC) of permanent magnet synchronous motor (PMSM), torque and flux linkage have different dimensions, and the weighting factor needs to be properly adjusted to optimise the control performance. Therefore, based on the discrete mathematical model of PMSM, the torque predictive error and flux predictive error expressions are mapped to the two-phase static coordinate system, which is equivalent to the distance expressions from the endpoint of the voltage vector to the straight line and to the circle respectively. Because they have the same dimension, they can be directly superimposed to form the cost function proposed, which eliminates the selection process of the weighting factor. Then, the candidate voltage vector is substituted into the cost function in turn, and the optimal voltage vector with the minimum cost function is selected as the voltage input of the next control cycle. Finally, the simulation model and an experimental platform are established to compare the steady-state and dynamic performance of the geometric solution-based weighting factor determined method proposed with other MPTC methods.

Abstract Image

永磁同步电机模型预测转矩控制的新型加权系数确定方法
在永磁同步电机(PMSM)的模型预测转矩控制(MPTC)成本函数中,转矩和磁通联动具有不同的维度,需要适当调整权重系数以优化控制性能。因此,基于 PMSM 的离散数学模型,转矩预测误差和磁通预测误差表达式被映射到两相静态坐标系中,分别等价于电压矢量端点到直线和到圆的距离表达式。由于它们具有相同的维度,因此可以直接叠加形成所提出的代价函数,从而省去了权重因子的选择过程。然后,将候选电压矢量依次代入成本函数,选择成本函数最小的最优电压矢量作为下一个控制周期的电压输入。最后,建立了仿真模型和实验平台,将基于几何解法确定权重因子的方法与其他 MPTC 方法的稳态和动态性能进行了比较。
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来源期刊
Iet Electric Power Applications
Iet Electric Power Applications 工程技术-工程:电子与电气
CiteScore
4.80
自引率
5.90%
发文量
104
审稿时长
3 months
期刊介绍: IET Electric Power Applications publishes papers of a high technical standard with a suitable balance of practice and theory. The scope covers a wide range of applications and apparatus in the power field. In addition to papers focussing on the design and development of electrical equipment, papers relying on analysis are also sought, provided that the arguments are conveyed succinctly and the conclusions are clear. The scope of the journal includes the following: The design and analysis of motors and generators of all sizes Rotating electrical machines Linear machines Actuators Power transformers Railway traction machines and drives Variable speed drives Machines and drives for electrically powered vehicles Industrial and non-industrial applications and processes Current Special Issue. Call for papers: Progress in Electric Machines, Power Converters and their Control for Wave Energy Generation - https://digital-library.theiet.org/files/IET_EPA_CFP_PEMPCCWEG.pdf
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