AI-BASED FIELD-ORIENTED CONTROL FOR INDUCTION MOTORS

AI-BASED FIELD-ORIENTED CONTROL FOR INDUCTION MOTORS

The current article deals with the implementation of Reinforcement Learning based Field Oriented Control (FOC) for the induction motors (IM). It is pertinent to mention that although conventional controllers like PID are widely used in FOC induction, they are model-based and face problems such as p...

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Bibliographic Details
Main Authors: Elmehdi Benmalek, Marouane Rayyam, Ayoub Gege, Omar Ennasiri, Adil Ezzaidi
Format: Article
Language:English
Published: Lublin University of Technology 2024-12-01
Series:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Subjects:
induction motor
field-oriented control
NPC inverter
reinforcement learning
TD3 agent
Online Access:https://ph.pollub.pl/index.php/iapgos/article/view/6253
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