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控制与算法
★ 5.0
PMSM在线全参数辨识的并联铁损电阻等效阻抗模型方法
Parallel Iron Loss Resistance Equivalent Impedance Model Method for Online Full Parameters Identification of PMSM
| 作者 | Ya Li · Chao Wang · Jun Hang · Shichuan Ding |
| 期刊 | IEEE Journal of Emerging and Selected Topics in Power Electronics |
| 出版日期 | 2024年10月 |
| 技术分类 | 控制与算法 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 永磁同步电机 高频小信号注入 等效阻抗模型 遗忘因子递推最小二乘法 参数识别 |
语言:
中文摘要
多数信号注入方法未考虑铁损电阻影响,导致永磁同步电机在线辨识精度问题。本文提出考虑铁损电阻并联的高频小信号注入等效阻抗模型,可简单快速地获得内置式永磁同步电机的d/q轴电感值。同时,通过本文提出的逆变器死区补偿方法,采用遗忘因子递推最小二乘算法准确获得定子电阻和永磁体磁链。实验结果表明,所提辨识方法在不同工况下表现出优异的精度。
English Abstract
Most of signal injection methods have not taken the iron loss resistance effect into consideration, which causes the accuracy issues for the permanent magnet synchronous motor (PMSM) online identification. Therefore, this article proposes the equivalent impedance model of high-frequency (HF) small signal injection considering the parallel of iron loss resistance. This model can obtain the d-/q-axes inductance values of interior PMSM (IPMSM) with high precision simply and quickly. At the same time, the stator resistance and PM flux can be accurately obtained by forgetting factor recursive least-squares (FFRLS) algorithm using the method of dead time compensation of inverter proposed in this article. Finally, a 2.2-kW IPMSM prototype is used for experimental verification, and the experimental results show that the proposed identification method exhibits an excellent accuracy under different working conditions.
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SunView 深度解读
该参数辨识技术可应用于阳光电源电机驱动系统的自适应控制。通过精准的在线参数辨识,实现永磁同步电机的自适应控制优化,提升电机效率和动态性能,降低控制系统对电机参数的依赖,为储能系统和电动汽车驱动提供高精度控制支撑。