WSEAS Transactions on Systems and Control


Print ISSN: 1991-8763
E-ISSN: 2224-2856

Volume 12, 2017

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.


Volume 12, 2017


Speed estimation and Parameters Identification Simultaneously of PMSM Based on MRAS

AUTHORS: Xiaojun Liu , Guangming Zhang, Lei Mei, Deming Wang

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ABSTRACT: This paper deals with the Permanent Magnet Synchronous Motor (PMSM)parameters identification and speed estimation problems. It proposes a solution to adjust PI parameters of speed observer and identifies stator resistance, d-axis and q-axis inductance. In fact, there are a lot of methods for estimating the speed. For example, high frequency injection, Kalman filter and model reference adaptive system(MRAS). However, with the motor running, some parameters will change. Such as the stator resistance will change with the increase of temperature. These parameters are useful for estimating the speed. So, it is necessary to identify parameters. In this paper, MRAS is the theoretical basis. First, the adaptive law of speed observer is constructed through Popov stability and propose a method to adjust PI parameters for the speed observer. This method has a strong adaptability and transplantation. Then, the adaptive laws of stator resistance, d-axis and q-axis inductance are constructed through Lyapunov stability and the Popov stability, respectively and compare their results. The stability of the proposed observers are also discussed. Last, this paper uses field oriented control(FOC) strategy and illustrates the obtained results through simulation.

KEYWORDS: Permanent magnet synchronous motor, Parameter identification, Speed estimation, Model reference adaptive, Adjust PI parameters, Stability


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WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 12, 2017, Art. #19, pp. 183-192


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