Measurement and Adaptive Decoupling of Cross-Saturation Effects and Secondary Saliencies in Sensorless Controlled IPM Synchronous Machines

被引:109
作者
Reigosa, David Diaz [1 ]
Garcia, Pablo [1 ]
Raca, Dejan [2 ]
Briz, Fernando [1 ]
Lorenz, Robert D. [3 ,4 ]
机构
[1] Univ Oviedo, Dept Elect Comp & Syst Engn, Gijon 33204, Spain
[2] Magnetek Inc, Power Control Syst, Menomonee Falls, WI 53051 USA
[3] Univ Wisconsin, Dept Mech Engn, Madison, WI 53706 USA
[4] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
关键词
Interior permanent magnet synchronous machine (IPMSM); saturation decoupling; sensorless control;
D O I
10.1109/TIA.2008.2006335
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper analyzes the effects of magnetic saturation, including cross-saturation and secondary saliencies, on the saliency-based sensorless control of interior permanent magnet synchronous machines. These effects are mitigated by adaptively decoupling saturation-induced saliencies via a structured neural network. This paper includes the identification of the dominant saturation-induced components of the carrier-signal current interfering with the rotor-position-dependent component being tracked, characterization of these components, and implementation of a nonlinear adaptive saturation-induced-component structured neural network model to perform their decoupling.
引用
收藏
页码:1758 / 1767
页数:10
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