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Experimental validation of MRAS sensorless direct torque control using ANN for induction motors in a pumping system

Abstract The use of direct torque control (DTC) for electric motor applications provides many benefits, such as quick dynamic response and efficient operation at low speeds. However, it does come with some disadvantages (i.e., torque ripple and an additional expense with speed sensors) that could co...

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Principais autores: Houssam Ech-chaouy, Aziz Derouich, Said Mahfoud, Mohamed I. Mosaad, Ahmad F. Tazay
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2026-02-01
Serier:Scientific Reports
Fag:
Sensorless speed
Model Reference Adaptive System
induction motor
artificial neural networks
direct torque control
Online adgang:https://doi.org/10.1038/s41598-026-41127-9
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