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Sensorless Direct Field-Oriented Control of Induction Motor Drive Using Artificial Neural Network-Based Reactive Power MRAS

In this paper, advanced sensorless control methods of an induction machine (IM) with the use of a model reference adaptive system (MRAS) estimator are presented, specifically an MRAS using reactive power (Q-MRAS) with an implemented feedforward artificial neural network. Advantages of the proposed s...

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Principais autores: Marek Kubatko, David Bielesz, Stepan Kirschner, Kamal Hamani, Martin Kuchar, Tomas Mrovec, Michal Prazenica
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-11-01
Serier:Sensors
Fag:
induction machine
sensorless control
MRAS
Q-MRAS
ANN-Q-MRAS
artificial neural network
Online adgang:https://www.mdpi.com/1424-8220/25/23/7135
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