自适应神经模糊推理系统在无速度传感器异步电动机观测器研制中的应用

Proceedings of IEEE Region 10 International Conference on Electrical and Electronic Technology. TENCON 2001 (Cat. No.01CH37239) Pub Date : 2001-08-19 DOI:10.1109/TENCON.2001.949625

E. Purwanto, S. Arifin, Bian-Sioe So

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引用次数: 9

摘要

直接磁场感应电机驱动系统需要转子磁链观测器和转子角速度辨识器。ANFIS(自适应神经模糊推理系统)用于动态参数辨识和系统变量估计，无论是线性的还是非线性的。将反传播学习算法应用于三相异步电动机转子磁链估计和转子转速辨识。

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Application of adaptive neuro fuzzy inference system on the development of the observer for speed sensor less induction motor

Direct field-oriented induction motor drive system need rotor flux observer and rotor angular speed identifier. ANFIS (adaptive neuro fuzzy inference system) used for identifying parameter dynamics and system variable estimation, linear or nonlinear. ANFIS with backpropagation learning algorithm has applied to estimate flux rotor and identify rotor angular speed of three-phase induction motor.

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Proceedings of IEEE Region 10 International Conference on Electrical and Electronic Technology. TENCON 2001 (Cat. No.01CH37239)

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