Parameter Identification of PMSM Based on Windowed Least Square Algorithm

Song Wang; Rui Jie Zhao; Wei Min Chen; Guang Da Li; Chao Liu

doi:10.4028/www.scientific.net/AMR.383-390.5940

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 383-390Parameter Identification of PMSM Based on Windowed...

Parameter Identification of PMSM Based on Windowed Least Square Algorithm

Abstract:

In this paper, two least square algorithms, Recursive Least Square (RLS) and Windowed Least Square (WLS) are applied to identify the parameters varying with temperature of Permanent Magnet Synchronous Motor (PMSM). In order to compare the identification effects of the two algorithms, a PMSM model is built and simulated in MATLAB. And simulation results demonstrate that WLS guarantees better timeliness and rapidity.

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Periodical:

Advanced Materials Research (Volumes 383-390)

Pages:

5940-5944

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.383-390.5940

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Online since:

November 2011

Authors:

Song Wang, Rui Jie Zhao, Wei Min Chen, Guang Da Li, Chao Liu

Keywords:

Parameter Identification, Permanent Magnet Synchronous Motor (PMSM), Recursive Least Square, Windowed Least Square

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References

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