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Adaptive speed estimation of induction motor based on neural network inverse control

Aryza, Solly and Abdalla, Ahmed N. and Zulkeflee, Khalidin and Zulkarnain, Lubis (2011) Adaptive speed estimation of induction motor based on neural network inverse control. Procedia Engineering, 15. pp. 4188-4193. ISSN 1877-7058

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Abstract

The performance of the neural network based estimator is investigated with simulations for variations in the rotor resistance from their nominal values, with both speed and load torque disturbances.In this paper, adaptive speed control of induction motor using neural network inverse control scheme are proposed. The controller-structure design is based on a vector control scheme that transforms the three phase motor currents into flux and torque generating current components. The experiment results show that the proposed scheme has excellent dynamic and static control performance.

Item Type: Article
Uncontrolled Keywords: Speed Control; Digital Signal Processing; neural network; Induction Motor
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Mrs. Neng Sury Sulaiman
Date Deposited: 12 Jun 2019 04:20
Last Modified: 12 Jun 2019 04:20
URI: http://umpir.ump.edu.my/id/eprint/24788
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