This paper describes the software implementation of the Field Oriented Control (FOC) model applied to a 3-phase Permanent Magnet Synchronous Machine (PMSM) and its components. Furthermore, it explains how it can be used to generate the PMSM_FOC dataset made available through Data in Brief1. This dataset was generated using a Simulink representation for both the motor and the control scheme when a series of different speed targets are fed as input to the motor. Furthermore, this paper elaborates on the input signals designed for the dataset generation, while also proposing different scenarios where the Simulink model can be used for future motor control development.

Modelling the Field Oriented Control applied to a 3-phase Permanent Magnet Synchronous Motor[Formula presented]

Gruosso G.
2023-01-01

Abstract

This paper describes the software implementation of the Field Oriented Control (FOC) model applied to a 3-phase Permanent Magnet Synchronous Machine (PMSM) and its components. Furthermore, it explains how it can be used to generate the PMSM_FOC dataset made available through Data in Brief1. This dataset was generated using a Simulink representation for both the motor and the control scheme when a series of different speed targets are fed as input to the motor. Furthermore, this paper elaborates on the input signals designed for the dataset generation, while also proposing different scenarios where the Simulink model can be used for future motor control development.
2023
Field Oriented Control
Motor control
Neural Networks
PID control
Simulink
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1245017
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