Implementation of Sugeno FIS in Model Reference Adaptive System Adaptation Scheme for Speed Sensorless Control of PMSM

被引：0

作者：

Abd Samat, Ahmad Asri ^{[1
,2
]}

Ishak, Dahaman ^{[2
]}

Iqbal, Shahid ^{[2
]}

Tajudin, A. Idzwan ^{[1
]}

机构：

[1] Univ Teknol Mara, Fac Elect Engn, Permatang Pauh 13500, Penang, Malaysia

[2] Univ Sains Malaysia, Sch Elect & Elect Engn, Nibong Tebal 14300, Penang, Malaysia

来源：

2014 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM COMPUTING AND ENGINEERING | 2014年

关键词：

MRAS; PMSM; Sugeno FIS; field oriented control; speed sensorless; POSITION; STANDSTILL; OBSERVER; DRIVES;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Model reference adaptive system (MRAS) is one of the popular methods to observe the speed and the angle information of the Permanent magnet synchronous motor (PMSM). This paper proposes a new adaptation scheme for MRAS to replace the conventional PI controller based on Popov Hyperstability theorem. In this project, the speed of PMSM is controlled by using field oriented control (FOC) method and the MRAS is used to observe the speed and the rotor position of the motor. The reference model for the MRAS is the PMSM itself while the adjustable model is the current model in the rotor reference frame. The Sugeno Fuzzy Logic Inference System (FIS) is implemented in the adaptation scheme in order to tune the error between the reference and the adjustable model. The new proposed method shows it is capable to track the motor speed efficiently at wide range of operating speeds.

引用

页码：652 / 657

页数：6

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