An ANN-based Speed and Flux Controller of Three-Phase AC Motors with Uncertain Parameters

被引：0
|
作者：
Hung Linh Le [1 ]
Thuong Cat Pham [2 ]
Minh Tuan Pham [3 ]
机构：
[1] Thai Nguyen Univ, Univ Informat & Commun Technol, Fac Automat Technol, Quyet Thang, Thai Nguyen, Vietnam
[2] Vietnam Acad Sci & Technol, Inst Informat Technol, Hanoi, Vietnam
[3] Vietnam Acad Sci & Technol, Space Technol Inst, Hanoi, Vietnam
来源：
ACTA POLYTECHNICA HUNGARICA | 2015年 / 12卷 / 02期
关键词：
three-phase AC motor; artificial neural network; speed and flux control; uncertain dynamics;
D O I：
10.12700/APH.12.2.2015.2.11
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper proposes a speed and flux control method of three-phase AC motors using an artificial neural network (ANN) to compensate for uncertain parameters in the motor's dynamic model such as rotor resistance, moment of inertia, friction coefficients, and load changes during system operation. Global asymptotic stability of the overall system is proved by Lyapunov's theory. Matlab simulation results are given to demonstrate the validity of the proposed control method.
引用
收藏
页码：179 / 192
页数：14
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