Model reference adaptive speed control for induction motor drive using neural networks

Kuo Kai Shyu; Hsin Jang Shieh; Sheng Shang Fu

doi:10.1109/41.661320

Model reference adaptive speed control for induction motor drive using neural networks

Kuo Kai Shyu, Hsin Jang Shieh, Sheng Shang Fu

Department of Electrical Engineering

Research output: Contribution to journal › Article › peer-review

28 Scopus citations

Abstract

A model reference adaptive speed control using neural networks is presented. The robust observer-based model reference tracking control technique is used to establish the training patterns. Then, the trained neural networks are used as the adaptive speed controller to robustly track a reference model for an induction motor drive.

Original language	English
Pages (from-to)	180-182
Number of pages	3
Journal	IEEE Transactions on Industrial Electronics
Volume	45
Issue number	1
DOIs	https://doi.org/10.1109/41.661320
State	Published - 1998

Keywords

Adaptive control
Induction motor drive
Neural networks

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10.1109/41.661320

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title = "Model reference adaptive speed control for induction motor drive using neural networks",

abstract = "A model reference adaptive speed control using neural networks is presented. The robust observer-based model reference tracking control technique is used to establish the training patterns. Then, the trained neural networks are used as the adaptive speed controller to robustly track a reference model for an induction motor drive.",

keywords = "Adaptive control, Induction motor drive, Neural networks",

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AU - Shieh, Hsin Jang

AU - Fu, Sheng Shang

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AB - A model reference adaptive speed control using neural networks is presented. The robust observer-based model reference tracking control technique is used to establish the training patterns. Then, the trained neural networks are used as the adaptive speed controller to robustly track a reference model for an induction motor drive.

KW - Adaptive control

KW - Induction motor drive

KW - Neural networks

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JO - IEEE Transactions on Industrial Electronics

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Model reference adaptive speed control for induction motor drive using neural networks

Abstract

Keywords

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