Ai-based field-oriented control for induction motors

HIGHLIGHTS

  • What: The aim of this paper is to design and simulate FOC for the IM fed from space vector modulated inverter using reinforcement learning. The model was developed for optimization purposes when transferring into an RL agent so that real-time optimization can improve motor performance, by adapting the control to load variations.
  • Who: Elmehdi Benmalek and colleagues from the Mohammed V University in Rabat, Ecole Nationale SupĂ©rieure d`Arts et MĂ©tiers, Electronic Systems Sensors and Nanobiotechnologies, Rabat, Morocco have published the research: AI-BASED FIELD-ORIENTED CONTROL FOR INDUCTION MOTORS, in the . . .

     

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