Analysis of the Stator Current Prediction Capabilities in Induction Motor Drive Using the LSTM Network

In modern areas of knowledge related to electric drive automation, there is often a need to predict the state variables of the drive system state variables, such as phase current and voltage, electromagnetic torque, stator and rotor flux, and others. This need arises mainly from the use of predictiv...

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Bibliographic Details
Main Authors: Teler Krystian, Orłowska-Kowalska Teresa
Format: Article
Language:English
Published: Sciendo 2023-01-01
Series:Power Electronics and Drives
Subjects:
Online Access:https://doi.org/10.2478/pead-2023-0003