Efficiency optimization of a vector controlled induction motor drive using an artificial neural network | IEEE Conference Publication | IEEE Xplore

Efficiency optimization of a vector controlled induction motor drive using an artificial neural network


Abstract:

This paper presents an approach for efficiency optimization of a vector controlled induction motor drive. The optimum flux-producing current is obtained using an artifici...Show More

Abstract:

This paper presents an approach for efficiency optimization of a vector controlled induction motor drive. The optimum flux-producing current is obtained using an artificial neural network. The artificial neural network model is established using Matlab/Simulink and based on the load torque and speed data of an indirect vector-controlled induction motor drive. The change of iron core loss resistance due to flux and frequency variation is taken into consideration. Simulation results of the proposed approach show a significant improvement in energy saving and efficiency optimization.
Date of Conference: 02-06 November 2003
Date Added to IEEE Xplore: 05 April 2004
Print ISBN:0-7803-7906-3
Conference Location: Roanoke, VA, USA

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